ML_AI_training/test_data/pnca_merged_df3.csv

386 KiB

1mutationinformationlineage_labelsligand_idwild_typewild_pospositionmutant_typepyrazinamidedrtypemutation_info_labelswt_prop_watermut_prop_waterwt_prop_polaritymut_prop_polaritywt_calcpropmut_calcpropligand_distanceligand_affinity_changeduet_stability_changeddg_foldxdeepddgddg_dynamut2snap2_scoresnap2_accuracy_pcconsurf_scoreconsurf_colourconsurf_colour_revasarsass_classkd_valuesrd_valuesafor_mychisqor_logisticor_fisherest_chisqcontactselectro_rrelectro_mmelectro_smelectro_ssdisulfide_rrdisulfide_mmdisulfide_smdisulfide_sshbonds_rrhbonds_mmhbonds_smhbonds_sspartcov_rrpartcov_mmpartcov_smpartcov_ssvdwclashes_rrvdwclashes_mmvdwclashes_smvdwclashes_ssvolumetric_rrvolumetric_mmvolumetric_smvolumetric_ssaffinity_scaledduet_scaledfoldx_scaleddeepddg_scaledddg_dynamut2_scaledsnap2_scaledconsurf_scaledligand_outcomeduet_outcomefoldx_outcomedeepddg_outcomeddg_dynamut2_outcomesnap2_outcomeconsurf_ci_upperconsurf_ci_lowerconsurf_ci_colourconsurf_msa_dataconsurf_aa_varietybeta_logisticpval_logisticse_logisticzval_logisticci_low_logisticci_hi_logisticlog10_or_mychisqpval_fisherneglog_pval_fisherci_low_fisherci_hi_fisherpval_chisqlineagemutation_infomut_3upperseq_offset4pdbidsamplesublineagecountry_codegeographic_sourcemutationchainsswt_3upperwild_chain_pospdb_file
2M1IL4PZAMM11INAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar23.978-0.294-0.347-0.0549615-0.407-0.79753-1.04899880.392857142857143loop0.6333333333333334.120.00014374011786681.21195880622114.59700131334276e-0501.01056822389159e-2560000000000000000-30-3-30000-0.0744680851063829-0.0896640826873385-0.0105670806736907-0.0693947144075021-0.2068062827225130.0736842105263158-0.86326194398682DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-0.9939:921/150V:M-9.987521262450560.942832958100734139.277183325397-0.0717096729269464NA144471.7063148370.083487858662857910025.83865859621630.999999999999746lineage4other_mutations_pyrazinamideILE0SAMN07236323,SRR5709866SRR5709866lineage4.4.2thThailandpnca_p.met1ileA-METMA1pnca_complex.pdb
3M1KL3PZAMM11K0MDROMhydrophobichydrophobicnon-polarbasicnon-polarpos23.9780.2150.2960.0794895-1.017-0.347085-1.04899880.392857142857143loop0.6333333333333334.127.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-6-200-180000000-20000-10-1-100000.09641255605381160.2517006802721090.00289518061757443-0.173401534526854-0.08900523560209420.736842105263158-0.86326194398682StabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-0.9939:921/150V:M-8.987408781496420.940032862253633119.468044435492-0.0752285585987748NA4692673.510813950.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideLYS0ERR2510542ERR2510542lineage3pkPakistanpnca_p.met1lysA-METMA1pnca_complex.pdb
4M1RL2PZAMM11RNAMDROMhydrophobichydrophilicnon-polarbasicnon-polarpos23.978-0.160.694-0.00977971-0.781.214471-1.04899880.392857142857143loop0.6333333333333334.12NANANANANA-14000-200000-20-20000010-1100-2-2-0.04052684903748730.590136054421769-0.00188027955087288-0.1329923273657290.6797752808988760.463157894736842-0.86326194398682DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-1.178-0.9939:921/150V:MNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideARG0SRR5073787SRR5073787lineage2.2.1vnVietnampnca_p.met1argA-METMA1pnca_complex.pdb
5M1TL4PZAMM11TNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar23.9780.3440.1090.867771-1.0960.515275-1.04899880.392857142857143loop0.6333333333333334.120.000718700589334497.38286196707471395803.74890195Inf42.8452490786805100000000000000000200200000.1542600896860990.09268707482993190.031606108727482-0.1868712702472290.2865168539325840.547368421052632-0.86326194398682StabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.178-0.9939:921/150V:M14.14898097140620.890414731995374102.6929760140080.137779442378573507.712885368923NA1.988482533798332.1018584548314e-087.6773965339573910.9022485555592Inf5.92457926729285e-11lineage4dr_mutations_pyrazinamideTHR0ERR2515926ERR2515926lineage4.8zaSouth Africapnca_p.met1thrA-METMA1pnca_complex.pdb
6R2LL4PZARR22L0Pre-XDROMhydrophilichydrophobicbasicnon-polarposnon-polar21.092-2.0830.0621.78755-0.708-0.244471-0.01555550.200729927007299strand-0.2666666666666674.747.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-293830042600004022000010-22000-2-0.5276089159067880.05272108843537410.0651064620225963-0.120716112531969-0.062827225130890.463157894736842-0.0123558484349259DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:584/150R:K:N:H:T:S:E-8.98740878149640.940032862253633119.46804443549-0.0752285585987755NA4692673.510812590.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideLEU0ERR2516706ERR2516706lineage4pePerupnca_p.arg2leuAEARGRA2pnca_complex.pdb
7R2PL4PZARR22PNAMDROMhydrophilichydrophilicbasicnon-polarposnon-polar21.092-2.244-1.0314.20376-1.935-0.436380-0.01555550.200729927007299strand-0.2666666666666674.74NANANANANA4828042400002040000042114060-0.56838905775076-0.266408268733850.153110089671399-0.329923273657289-0.1125654450261780.663157894736842-0.0123558484349259DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:584/150R:K:N:H:T:S:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamidePRO0ERR779907ERR779907lineage4.3.3pepnca_p.arg2proAEARGRA2pnca_complex.pdb
8R2WL4PZARR22WNAPre-XDROMhydrophilichydrophobicbasicnon-polarposnon-polar21.092-1.147-0.1644.38565-0.74-0.165875-0.01555550.200729927007299strand-0.2666666666666674.74NANANANANA830042600004022000000-556064-0.290526849037487-0.04237726098191210.159734919397723-0.12617220801364-0.04188481675392670.610526315789474-0.0123558484349259DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:584/150R:K:N:H:T:S:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamideTRP0SAMN02584674SRR1168960_SRR1166135lineage4.2.1mdMoldovapnca_p.arg2trpAEARGRA2pnca_complex.pdb
9A3EL2PZAAA33E1MDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg18.028-1.552-2.8292.75936-5.34-1.115675-0.8738800strand0.3666666666666678.380.000287480235733738.85473684210531392277.50785087Inf13.9909822352959-30-380-2-36000000000000-130-3-14-40-2-9-0.393110435663627-0.7310077519379840.100501897595408-0.910485933503836-0.2905759162303660.589473684210526-0.719110378912685DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8141/150A:G:T:V:C14.14645145909540.930573112990226162.3718495990860.08712379328082150.011399544335555NA1.589443971888170.00085282752075193.069138793404423.20302487654751Inf0.0001836895199759lineage2dr_mutations_pyrazinamideGLU0MDR_17174SRR6824459lineage2.2.1cnChina: Ma City, Huanggang City,Hubei Provincepnca_p.ala3gluAEALAAA3pnca_complex.pdb
10A3PL4PZAAA33PNAPre-XDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar18.028-2.664-1.124-0.155697-3.837-0.136680-0.8738800strand0.3666666666666678.387.18700589334483e-059.70142977291842188179.926264599Inf0.76378433992838600000000000000000-72-7-4-20-2-1-0.674772036474164-0.290439276485788-0.0299348227332154-0.654219948849105-0.03403141361256540.694736842105263-0.719110378912685DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8141/150A:G:T:V:C12.14515383872630.919026337424228119.4680444362220.1016602715482635.01153666063644e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamidePRO03200ERR2432999lineage4.1.2.1brBrazilpnca_p.ala3proAEALAAA3pnca_complex.pdb
11L4SL2PZALL44S1MDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar15.328-1.078-3.875.57838-2.638-3.76380-1.0759900strand3.366666666666678.80.002443582003737228.457021276595728.457017705994228.4308865607855107.057952768928220000000000-200000-30-1-26046-0.273049645390071-10.203176742254824-0.449786871270247-0.9685863874345550.663157894736842-0.885502471169687DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.152-1.0289:9146/150F:V:L:I3.348394798203794.89069202996555e-120.4846625776450816.9087133041573912.007158487331483.71516869831071.45418943858595.6263316435115e-1817.249774671974910.873915709429294.25227239343534.32340113554558e-25lineage2dr_mutations_pyrazinamideSER0ERR2516880ERR2516880lineage2.2.1gbUKpnca_p.leu4serAELEULA4pnca_complex.pdb
12L4VL6PZALL44VNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.328-2.828-1.7171.19624-1.68-1.952263-1.0759900strand3.366666666666678.8NANANANANA220000000000000000-30-1-22000-0.716312056737589-0.4436692506459950.043569664697441-0.286445012787724-0.5104712041884820.231578947368421-0.885502471169687DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.152-1.0289:9146/150F:V:L:INANANANANANANANANANANANAlineage6other_mutations_pyrazinamideVAL0ERR1215461ERR1215461lineage6ghGhanapnca_p.leu4valAELEULA4pnca_complex.pdb
13L4WL2PZALL44WNAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.328-2.216-2.1691.63111-2.168-1.937085-1.0759900strand3.366666666666678.80.001221791001868622.755179704016922.755178609896422.746368476218346.6274188614457-466006000000000000-150-7-800-162-0.5612968591692-0.560465116279070.0594085766941776-0.369650468883205-0.5052356020942410.736842105263158-0.885502471169687DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.152-1.0289:9146/150F:V:L:I3.124792750697149.15103299018708e-070.6365348504516384.909067820057347.4209652753234998.77128765766241.357080269600927.15795820641824e-098.145210841678756.3414443600848123.1791249313028.58505795592483e-12lineage2dr_mutations_pyrazinamideTRP0ERR3275831ERR3275831lineage2.2.1nlNetherlandspnca_p.leu4trpAELEULA4pnca_complex.pdb
14I5SL4PZAII55SNAMDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar11.437-0.778-3.8435.83176-3.518-3.586380-0.0115500strand4.2666666666666712.67.18700589334483e-059.70142977291842188179.92626441Inf0.763784339928386300000000000-40000040220040-0.197061803444782-0.9930232558139540.212405393395931-0.599829497016198-0.937172774869110.663157894736842-0.00906095551894563DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5146/150G:F:I:L:V12.14515383872530.919026337424193119.468044436160.1016602715483075.0115366606943e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideSER0ERR2179669ERR2179669lineage4.4cnChinapnca_p.ile5serAEILEIA5pnca_complex.pdb
15I5TL1PZAII55T1MDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar11.437-0.945-3.433.67776-2.709-3.36380-0.0115500strand4.2666666666666712.60.000287480235733714.563131313131314.563081030227814.56310122532365.81873994206135320000000000-40000040220040-0.23936170212766-0.8863049095607230.133952024708805-0.461892583120205-0.8638743455497380.663157894736842-0.00906095551894563DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5146/150G:F:I:L:V2.678489629601410.02026791028213621.153849496483172.32135095414541.86363317860697294.4881779461161.163254765485390.01741404882020371.759100242332271.16837785201846760.9897595427330.0158563003544608lineage1dr_mutations_pyrazinamideTHR0ERR2510512ERR2510512lineage1.2.2pkPakistanpnca_p.ile5thrAEILEIA5pnca_complex.pdb
16I6LL2PZAII66LNAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar9.258-3.018-0.5480.267883-1.616-0.58553-0.67710.0050761421319796strand4.411.360.00970245795601550.3853102574926130.3853110803100260.3853266833771458.35414540919546-60000000000000000-70-2-520-2-2-0.764437689969605-0.1416020671834620.00975688197029407-0.275532821824382-0.1518324607329840.0526315789473684-0.494233937397035DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.5538:7146/150M:A:I:L:V-0.9537042701460090.00375604220969370.329095586242593-2.897955214273170.1890894684620420.697385389891155-0.4141894293126070.00173556979727722.760557916154010.1800496439600230.7339807508781480.0038480840706912lineage2other_mutations_pyrazinamideLEU0ERR067611,0341X-sc-2011-09-07T13:19:07Z-1276458ERR067611lineage2.2.1ruRussiapnca_p.ile6leuAEILEIA6pnca_complex.pdb
17I6ML4PZAII66MNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar9.258-3.085-1.0210.24349-2.3640.141059-0.67710.0050761421319796strand4.411.36NANANANANA-320000000000000000-300-3-20-4-2-0.781408308004053-0.2638242894056850.00886843581319794-0.403069053708440.07865168539325840.105263157894737-0.494233937397035DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.728-0.5538:7146/150M:A:I:L:VNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideMET0ERR1555057ERR1555057lineage4.3.3pnca_p.ile6metAEILEIA6pnca_complex.pdb
18I6SL2PZAII66S1Pre-XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar9.258-1.047-3.5856.01751-4.149-3.426480-0.67710.0050761421319796strand4.411.360.000143740117866819.411022297013511754.463552573Inf4.73122070382274240000000000-200000-10-102040-0.265197568389058-0.9263565891472870.219170812724452-0.707416879795396-0.8952879581151830.673684210526316-0.494233937397035DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.5538:7146/150M:A:I:L:V13.14560022562050.924803768446996139.2771833265620.0943844491369280.0001628371344453NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideSER0ERR2516977ERR2516977lineage2.2.1gbUKpnca_p.ile6serAEILEIA6pnca_complex.pdb
19I6TL2PZAII66T1XDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar9.258-1.244-3.0893.71452-3.589-3.146280-0.67710.0050761421319796strand4.411.360.00064683053040187.60759493670891395214.80217275Inf38.0099632572142240000000000-200000-10-102000-0.315096251266464-0.7981912144702840.135290903925582-0.611935208866155-0.8219895287958120.652631578947368-0.494233937397035DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.5538:7146/150M:A:I:L:V14.1485589414360.896008552350165108.2479010398250.130705157379733226.474535586036NA1.942541757950311.23317897951184e-076.908973886767319.59561062779463Inf7.038428913028e-10lineage2dr_mutations_pyrazinamideTHR0ERR2510686ERR2510686lineage2.2.1itItalypnca_p.ile6thrAEILEIA6pnca_complex.pdb
20I6VL1PZAII66VNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar9.258-2.761-1.5281.33147-1.511-1.35-8693-0.67710.0050761421319796strand4.411.36NANANANANA240000000000000000-10-102020-0.699341438703141-0.3948320413436690.048495035657311-0.257630008525149-0.353403141361257-0.924731182795699-0.494233937397035DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.728-0.5538:7146/150M:A:I:L:VNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideVAL0SAMN02599161SRR1173036_SRR1172709lineage1.1.3inIndiapnca_p.ile6valAEILEIA6pnca_complex.pdb
21V7AL4PZAVV77ANAOtherOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.336-0.97-2.5923.42668-3.043-1.96480-0.667700strand1.7333333333333311.027.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2920000000000-20000050324063-0.245694022289767-0.6697674418604650.124807144574188-0.518840579710145-0.497382198952880.673684210526316-0.543657331136738DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7146/150V:I:A-8.987408781496410.940032862253633119.468044435491-0.075228558598775NA4692673.510811850.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideALA0ERR2229336ERR2229336lineage4.8dkpnca_p.val7alaAEVALVA7pnca_complex.pdb
22V7FL2PZAVV77F1Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.3360.042-1.8774.86315-2.949-1.558391-0.667700strand1.7333333333333311.020.00021561017680039.704669751787979.704658986530499.701949905893832.29168245016684-54-200-2000000-200000-301-4-80-6-40.0188340807174887-0.4850129198966410.177126508788671-0.502813299232737-0.4057591623036650.873684210526316-0.543657331136738StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7146/150V:I:A2.272606078088170.063445590226091.224427601584961.85605590330240.929172866365903208.8816030047770.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2dr_mutations_pyrazinamidePHE0ERR2510561ERR2510561lineage2.2.1pkPakistanpnca_p.val7pheAEVALVA7pnca_complex.pdb
23V7GL2PZAVV77GNAXDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar5.336-1.062-3.1145.26226-4.33-2.588691-0.667700strand1.7333333333333311.020.00129366106080239.045281421921339.045281363444639.043080449926460.5607562088978120000000000-2000003012801121-0.268996960486322-0.8046511627906980.191662963745365-0.738277919863598-0.6753926701570680.905263157894737-0.543657331136738DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7146/150V:I:A3.66472203322121.03849290922087e-060.7503217637172714.8842006328928911.103639297077247.0904788878661.591568557387665.52264644232101e-1110.25785275925039.16748833639401349.979822520547.13421964779937e-15lineage2dr_mutations_pyrazinamideGLY0SAMN02628499SRR1172711_SRR1173722lineage2.2.1irIranpnca_p.val7glyAEVALVA7pnca_complex.pdb
24V7IL4PZAVV77INAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.336-0.635-0.898-1.10338-0.738-0.734671-0.667700strand1.7333333333333311.02NANANANANA-240000000000-200000-402-7002-2-0.160840932117528-0.232041343669251-0.212139506267784-0.125831202046036-0.191099476439790.484210526315789-0.543657331136738DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7146/150V:I:ANANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideILE0SAMN02586003SRR1196479_SRR1175056_SRR1184351_SRR1172851lineage4.3.4.2zaSouth Africapnca_p.val7ileAEVALVA7pnca_complex.pdb
25V7LL4PZAVV77L1Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.336-0.589-1.137-0.847275-2.289-0.998391-0.667700strand1.7333333333333311.020.000934310766134810.947151898734210.947128927884110.944046190120921.4040928993518-260000000000-200000-301-4-20-22-0.14918946301925-0.293798449612403-0.162899907713605-0.390281329923274-0.2591623036649210.873684210526316-0.543657331136738DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7146/150V:I:A2.393077223515766.83262964849249e-050.6009676609105213.982039931882573.5618501226410640.43156132803211.039301144239824.53835196843674e-054.343101825766573.0511759138694948.69699252710073.71976276752962e-06lineage4dr_mutations_pyrazinamideLEU0140603921,SAMN05276312SRR3675218lineage4.1.1.3gbUKpnca_p.val7leuAEVALVA7pnca_complex.pdb
26D8AL2PZADD88ANAPre-XDRDMhydrophilichydrophobicacidicnon-polarnegnon-polar3.22-3.268-0.5110.541028-1.1250.48791-1.1879950.0259067357512953loop1.633333333333339.480.000143740117866819.411022297013511754.463552623Inf4.7312207038227426360036000000040000-50-4-10061-0.827760891590679-0.1320413436692510.0197054174345676-0.1918158567774940.2247191011235950.91578947368421-0.977759472817133DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1789:9146/150D:H13.14560022562060.924803768447001139.2771833265720.0943844491369220.0001628371344451NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideALA0SRR5709862,SAMN07236319SRR5709862lineage2.2.1thThailandpnca_p.asp8alaA-ASPDA8pnca_complex.pdb
27D8EL4PZADD88ENAPre-XDRDMhydrophilichydrophilicacidicacidicnegneg3.220.012-0.7861.90122-1.417-0.49095-1.1879950.0259067357512953loop1.633333333333339.480.000287480235733714.563131313131314.563081030227814.56310122532365.81873994206135-24-2800-280000-20-200000202-1-80-10-60.0053811659192825-0.2031007751937980.0692465708520604-0.241602728047741-0.1047120418848170.947368421052632-0.977759472817133StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9146/150D:H2.678489629601410.02026791028213611.153849496483172.32135095414541.86363317860697294.4881779458151.163254765485390.01741404882020371.759100242332271.16837785201846760.9897595427330.0158563003544608lineage4dr_mutations_pyrazinamideGLU0ERR2510171ERR2510171lineage4pePerupnca_p.asp8gluA-ASPDA8pnca_complex.pdb
28D8GL2;L4PZADD88GNAMDRDMhydrophilichydrophobicacidicneutralnegnon-polar3.22-3.445-0.8511.89305-1.078-0.829295-1.1879950.0259067357512953loop1.633333333333339.480.000790570648267948.687209793161748.687204804147448.674687816262337.261916857247234380038000000000000-8-1-3-560917-0.872593718338399-0.2198966408268730.0689490016681357-0.183802216538789-0.2146596858638740.968421052631579-0.977759472817133DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9146/150D:H3.885416260539880.00021180758772911.04883671410913.704500622711549.3197738725557893.783372292371.687414886352111.95392414212297e-076.709092301055796.917816795682662088.849942205191.03281930722422e-09lineage2;lineage4dr_mutations_pyrazinamideGLY0SRR5818641SRR5818641lineage4;lineage2.2.1djDjiboutipnca_p.asp8glyA-ASPDA8pnca_complex.pdb
29D8NL2PZADD88NNAMDRDMhydrophilichydrophilicacidicneutralnegpolar3.22-1.655-1.182-1.26057-1.022-1.299295-1.1879950.0259067357512953loop1.633333333333339.480.000503090412534129.163084702907729.163073243518729.129332597831518.671749380858303400340000-40-2-20000-70-5-400-42-0.41919959473151-0.305426356589147-0.242361378143505-0.174254049445865-0.3376963350785340.968421052631579-0.977759472817133DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9146/150D:H3.372903294025980.0017890770828181.079957687620313.123180965967464.97876379054103550.8943235192521.464833459241180.00014852956210033.8281870993483.534437535566361331.568731999381.55265977742841e-05lineage2dr_mutations_pyrazinamideASN0ERR2515173ERR2515173lineage2.2.1zaSouth Africapnca_p.asp8asnA-ASPDA8pnca_complex.pdb
30V9AL2PZAVV99ANAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar6.555-1.286-2.4672.03689-2.068-2.016180-0.7118800loop-0.9333333333333339.570.00021561017680030.8079024800336284.59660271789382e-0500.0003936455651480000000000000000020026065-0.325734549138804-0.6374677002583980.0741879675696938-0.352600170502984-0.5261780104712040.642105263157895-0.585667215815486DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.827-0.6158:7146/150I:C:L:V:M-9.987607973918190.930014323968985113.719344729607-0.0878268160765962NA127.948735098955-0.092641058704739710011.73697547380050.984170607395186lineage2dr_mutations_pyrazinamideALA0SRS797047SRR1723549lineage2.2.1cnChina:Hebeipnca_p.val9alaA-VALVA9pnca_complex.pdb
31V9GL3PZAVV99G1Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar6.555-1.063-3.2363.70952-3.636-3.488391-0.7118800loop-0.9333333333333339.570.000359350294667219.425684210526319.425668057176719.41697909836369.8756136372350880000000000000000002-240321-0.269250253292806-0.8361757105943150.135108793041907-0.619948849104859-0.9109947643979060.873684210526316-0.585667215815486DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.827-0.6158:7146/150I:C:L:V:M2.966595287280180.00795005031660531.117705282648222.654183829436072.87215213651501380.0971589759381.288376324441960.00368168890159292.433952911657541.92061868691892951.4031143047030.0016748373055023lineage3dr_mutations_pyrazinamideGLY0ERR2510586ERR2510586lineage3pkPakistanpnca_p.val9glyA-VALVA9pnca_complex.pdb
32Q10EL2PZAQQ1010ENAXDROMhydrophilichydrophilicneutralacidicpolarneg6.02-0.537-2.0513.84692-1.976-0.138891-1.2149900strand-0.9333333333333338.14NANANANANA0-5600-560000002-20000-40-610004-0.136018237082067-0.5299741602067180.140113200125292-0.33691389599318-0.03403141361256540.926315789473684-1DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150QNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLU0DRR184878DRR184878lineage2.2.1vnVietnampnca_p.gln10gluABGLNQA10pnca_complex.pdb
33Q10HL4PZAQQ1010H1MDRDMhydrophilichydrophobicneutralbasicpolarpos6.02-0.636-1.0243.94633-1.814-0.979195-1.2149900strand-0.9333333333333338.140.0007905706482679107.1663851351353795803.48336072Inf47.684796383495640000000020200000-110-8-30022-0.161094224924012-0.2645994832041340.143733928714516-0.309292412617221-0.2539267015706810.957894736842105-1DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150Q15.14940666797270.925233417916174161.4325428787740.093843573283417624.1993753469043NA2.030058581628443.58120158191569e-098.4459712323392112.2081619622864Inf5.00558510128865e-12lineage4dr_mutations_pyrazinamideHIS0436ERR3014581lineage4.1.2.1tnTunisia:Bizertepnca_p.gln10hisABGLNQA10pnca_complex.pdb
34Q10LL4PZAQQ1010LNAPre-XDROMhydrophilichydrophobicneutralnon-polarpolarnon-polar6.02-1.6940.6410.169275-0.1880.059195-1.2149900strand-0.9333333333333338.14NANANANANA200000000040400000-30-3-32064-0.4290780141843970.5450680272108840.00616536396681211-0.03205456095481670.02808988764044940.957894736842105-1DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.229-1.2019:9147/150QNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideLEU0SAMN02567710SRR1166324lineage4.1.2.1roRomaniapnca_p.gln10leuABGLNQA10pnca_complex.pdb
35Q10PL4PZAQQ1010P1Pre-XDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar6.02-1.771-0.6316.78299-2.963-0.119595-1.2149900strand-0.9333333333333338.140.0211297973264338156.233890214797156.233722233267156.3824727563581333.5109345396238-200-2000062400000-82-6-40020-0.448581560283688-0.1630490956072350.247051260571537-0.505200341005968-0.02879581151832461-1DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150Q5.051353105482552.49562215648785e-550.32239532000685715.668196130685587.7376148601903314.9790769565892.193775246806411.27822918710216e-207206.89339126998883.6783303393677330.7820288999355.90060424845557e-292lineage4dr_mutations_pyrazinamidePRO0ERR760750ERR760750lineage4.1.2.1arArgentinapnca_p.gln10proABGLNQA10pnca_complex.pdb
36Q10RL4PZAQQ1010RNAMDRDMhydrophilichydrophilicneutralbasicpolarpos6.02-0.833-1.0788.55341-2.07-0.429495-1.2149900strand-0.9333333333333338.140.00129366106080283.013547840812983.009679766573882.981721277615770.7034697627924-48-3200-32000020200000-50-5-5006-4-0.210992907801418-0.2785529715762270.311533810706663-0.352941176470588-0.1099476439790580.989473684210526-1DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150Q4.418957224690241.61039699449321e-051.024562242499784.3130197867809817.04768573953731496.242284568291.919148975175661.31421065040623e-1211.881335017594512.99243243302913402.152987048024.15161653132659e-17lineage4dr_mutations_pyrazinamideARG0SRR3732721SRR3732721lineage4.3.3pePerupnca_p.gln10argABGLNQA10pnca_complex.pdb
37N11SL3PZANN1111S0SensitiveOMhydrophilichydrophilicneutralneutralpolarpolar9.599-1.5150.3152.58536-1.3890.576980-0.68288420.215384615384615helix-3.54.287.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2940000000020200000-200-200-20-0.3837386018237080.2678571428571430.094164438843523-0.2368286445012790.3202247191011230.726315789473684-0.561779242174629DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.827-0.6158:7147/150T:P:L:N:V:I:R:K:Y:E:H:Q-8.987408781496410.940032862253633119.46804443549-0.0752285585987755NA4692673.510810150.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideSER0ERR2513021ERR2513021lineage3gbUKpnca_p.asn11serAGASNNA11pnca_complex.pdb
38D12AL4PZADD1212ANAMDRDMhydrophilichydrophobicacidicnon-polarnegnon-polar7.825-2.9240.9040.896575-1.2671.366480-1.05899220.113989637305699helix-1.45.010.00179675147333625.27609890109895.276098868759255.275278649353719.12760371773281416001600004040000000004063-0.7406281661600810.7687074829931970.0326552131061561-0.2160272804774080.7640449438202250.673684210526316-0.871499176276771DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.124-1.0289:9147/150C:D:T:G1.663186974019763.35314758209503e-050.4009560551169944.148053016768782.3902135604284211.74359621317740.7223129278521396.93631068428177e-054.158871462612682.2160154709805612.66515205468361.22263744860911e-05lineage4dr_mutations_pyrazinamideALA0ERR2707093ERR2707093lineage4.3.2cdDemocratic Republic of Congopnca_p.asp12alaAGASPDA12pnca_complex.pdb
39D12EL2PZADD1212ENAMDRDMhydrophilichydrophilicacidicacidicnegneg7.825-0.42-0.212.1586-2.035-0.026980-1.05899220.113989637305699helix-1.45.010.000574960471467534.037942664418234.037587233438634.043636531520323.2409378193551-80000000020200000-30-3-20000-0.106382978723404-0.05426356589147280.0786209107001071-0.346973572037511-0.00523560209424080.726315789473684-0.871499176276771DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-1.0289:9147/150C:D:T:G3.527465420859280.00094827258563471.067169562808543.305440432142596.05331233477717636.4649524777481.531963302396912.88610345466244e-054.539688105334094.368202269737261521.291829018961.42922316872435e-06lineage2dr_mutations_pyrazinamideGLU0ERR234215ERR234215lineage2.2.1mnMongoliapnca_p.asp12gluAGASPDA12pnca_complex.pdb
40D12GL4PZADD1212G1Pre-XDRDMhydrophilichydrophobicacidicneutralnegnon-polar7.825-3.0080.0792.26095-1.5460.466780-1.05899220.113989637305699helix-1.45.010.000503090412534129.163084702907729.163073243518729.129332597831518.6717493808583201600160000404000000000601517-0.7619047619047620.06717687074829930.0823487204889313-0.2635976129582270.2584269662921350.705263157894737-0.871499176276771DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.124-1.0289:9147/150C:D:T:G3.372903294025980.0017890770828181.079957687620313.123180965967474.97876379053956550.8943235192861.464833459241180.00014852956210033.8281870993483.534437535566361331.568731999381.55265977742841e-05lineage4dr_mutations_pyrazinamideGLY0ERR2516704ERR2516704lineage4.3.2pePerupnca_p.asp12glyAGASPDA12pnca_complex.pdb
41D12NL2PZADD1212NNAPre-XDRDMhydrophilichydrophilicacidicneutralnegpolar7.825-1.9280.0181.58277-2.2360.097985-1.05899220.113989637305699helix-1.45.010.00064683053040117.017495784148417.017457452913317.007633229124619.3064401149620160016000020200000-70-5-20000-0.4883485309017220.01530612244897950.0576479286708091-0.3812446717817560.05056179775280890.831578947368421-0.871499176276771DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.124-1.0289:9147/150C:D:T:G2.834239726140770.00040575657357760.8014678716516483.536311094167794.11022012991606114.258131274021.230895651686140.00011054474399143.956461901748963.23648804294829167.7570555066961.11330211002346e-05lineage2dr_mutations_pyrazinamideASN0SRS797316SRR1723847lineage2.2.1cnChina:Shanxipnca_p.asp12asnAGASPDA12pnca_complex.pdb
42D12YL4PZADD1212YNAMDROMhydrophilichydrophobicacidicneutralnegpolar7.825-1.94-0.7944.93098-1.092-0.598291-1.05899220.113989637305699helix-1.45.01NANANANANA-30160016000040400000-70-7-2000-6-0.491388044579534-0.2051679586563310.179597025036604-0.18618925831202-0.1544502617801050.863157894736842-0.871499176276771DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-1.0289:9147/150C:D:T:GNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideTYR0ERR047881ERR047881lineage4.3.3gbUKpnca_p.asp12tyrAGASPDA12pnca_complex.pdb
43F13CL4PZAFF1313CNAPre-MDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar3.551-0.485-2.322.69734-2.036-2.687985-1.20199240.1helix0.66.930.00014374011786681.21195880622114.59700131334268e-0501.01056822389159e-25424004000000-200000-70-5-2-20-20-0.122847011144883-0.5994832041343670.098242994194305-0.347144075021313-0.7015706806282720.831578947368421-0.989291598023064DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150F-9.987521262450580.942832958100734139.277183325397-0.0717096729269463NA144471.7063148420.083487858662857910025.83865859621630.999999999999746lineage4other_mutations_pyrazinamideCYS0ERR1034975ERR1034975lineage4.3.2.1zaSouth Africapnca_p.phe13cysAGPHEFA13pnca_complex.pdb
44F13IL4PZAFF1313I1MDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar3.551-0.45-1.7620.887245-1.241-2.38391-1.20199240.1helix0.66.930.000287480235733714.563131313131314.563081030227714.56310122532365.81873994206135128008000000000000-70-3-44024-0.113981762917933-0.4552971576227390.0323153941972188-0.211594202898551-0.6020942408376960.873684210526316-0.989291598023064DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150F2.678489629601410.02026791028213631.153849496483172.32135095414541.86363317860665294.4881779459961.163254765485390.01741404882020371.759100242332271.16837785201846760.9897595427330.0158563003544608lineage4dr_mutations_pyrazinamideILE0ERR2864275ERR2864275lineage4.1.2.1ptPortugalpnca_p.phe13ileAGPHEFA13pnca_complex.pdb
45F13LL4PZAFF1313L1XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar3.551-0.427-2.0331.0968-1.283-2.068491-1.20199240.1helix0.66.930.000574960471467534.037942664418234.037587233438834.043636531520323.240937819355186006000000000000-40-2-4-40-20-0.108156028368794-0.5253229974160210.0399478434429155-0.218755328218244-0.5392670157068060.884210526315789-0.989291598023064DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150F3.527465420859280.00094827258563461.067169562808543.30544043214266.05331233477459636.4649524767571.531963302396912.88610345466244e-054.539688105334094.368202269737261521.291829018961.42922316872435e-06lineage4dr_mutations_pyrazinamideLEU0ERR1873518ERR1873518lineage4.1.1.3zaSouth Africapnca_p.phe13leuAGPHEFA13pnca_complex.pdb
46F13SL2PZAFF1313S0XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar3.5510.218-3.1042.59174-2.032-3.548891-1.20199240.1helix0.66.930.00028748023573371.616484440706481.616489997296731.616413627742865.75148528770432e-25446006000000-200000-90-5-4-20260.0977578475336322-0.8020671834625320.0943968123310922-0.346462063086104-0.9267015706806280.926315789473684-0.989291598023064StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150F0.4802571302871460.6772477868343311.15384934899060.4162216936788830.079938964616049612.63181652845890.2085715287138350.5276936681014430.2776181169752380.030778889119769420.14015940050.999999999999395lineage2dr_mutations_pyrazinamideSER00218N-sc-2011-09-07T13:18:52Z-1276431,ERR067584ERR067584lineage2.2.1ruRussia,Samarapnca_p.phe13serAGPHEFA13pnca_complex.pdb
47F13VL3PZAFF1313V0Pre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar3.551-0.562-2.571.40193-2.51-2.348491-1.20199240.1helix0.66.930.00014374011786681.21195880622114.59700131334268e-0501.01056822389159e-25448008000020200000-10-1000-40-0.142350557244174-0.6640826873385010.051061342230057-0.427962489343563-0.6125654450261780.884210526315789-0.989291598023064DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9147/150F-9.987521262450580.942832958100734139.277183325397-0.0717096729269463NA144471.7063148420.083487858662857910025.83865859621630.999999999999746lineage3other_mutations_pyrazinamideVAL0ERR2510280ERR2510280lineage3pkPakistanpnca_p.phe13valAGPHEFA13pnca_complex.pdb
48C14GL4PZACC1414G0Pre-XDRDMhydrophobichydrophobicneutralneutralnon-polarnon-polar8.493-1.214-0.5341.40101-2.6181.2182910.0135510.0059880239520958loop0.65.760.00093431076613484.16398771898144.163987689693614.163394648675285.834185691553441000000000002-200004042401315-0.307497467071935-0.1379844961240310.0510278338274609-0.4463768115942030.6797752808988760.8631578947368420.00416666666666667DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.2440.2256:4147/150L:V:C:I:M:A:T1.426473194382740.01041029930242260.5568040760106372.561894310478241.3394409133052612.54613799032880.6195094399579810.01428869270953741.845007503539711.1548112221404414.48292862149490.0157176829434794lineage4dr_mutations_pyrazinamideGLY0ERR2510823ERR2510823lineage4.8itItalypnca_p.cys14glyASCYSCA14pnca_complex.pdb
49C14RL2PZACC1414RNAXDRDMhydrophobichydrophilicneutralbasicnon-polarpos8.493-1.215-0.333-1.79171-2.7080.1181910.0135510.0059880239520958loop0.65.760.003449762828805542.447773972602742.447773672391842.4422996313437173.445422378416-58-1800-180000-40-2-20000-50-2-300-2-2-0.307750759878419-0.0860465116279069-0.344480119972314-0.4617220801364020.06179775280898870.8526315789473680.00416666666666667DestabilisingDestabilisingStabilisingDestabilisingStabilisingeffect-0.2440.2256:4147/150L:V:C:I:M:A:T3.748274465501972.29709370000913e-150.4730190294164087.9241515296465818.4724160727947122.8287257675781.62785492009795.27268754098056e-2827.277967964160416.8169087404394137.3783656310421.30826250297363e-39lineage2dr_mutations_pyrazinamideARG0ERR2516005ERR2516005lineage2.2.2zaSouth Africapnca_p.cys14argASCYSCA14pnca_complex.pdb
50C14WL2PZACC1414W1XDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar8.493-0.421-1.4263.56718-1.443-1.0181910.0135510.0059880239520958loop0.65.760.00021561017680039.704669751787979.704658986530519.701949905893832.29168245016684-400000000000000000-20-2-4000-2-0.106636271529888-0.3684754521963820.129924460405452-0.246035805626598-0.2643979057591620.8526315789473680.00416666666666667DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.2256:4147/150L:V:C:I:M:A:T2.272606078088170.06344559022608981.224427601584961.85605590330240.929172866365548208.8816030047780.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2dr_mutations_pyrazinamideTRP0ERR1873469ERR1873469lineage2.2.1zaSouth Africapnca_p.cys14trpASCYSCA14pnca_complex.pdb
51C14YL2PZACC1414YNAPre-XDRDMhydrophobichydrophobicneutralneutralnon-polarpolar8.493-0.604-0.931-0.852908-1.613-0.5173850.0135510.0059880239520958loop0.65.760.00014374011786684.850294365012624.850294327177344.849564479041120.0881192621863332-40-200-2000000000000-50-3-2000-2-0.152988855116515-0.240568475452196-0.163982927016842-0.275021312872975-0.1335078534031410.7684210526315790.00416666666666667DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.2440.2256:4147/150L:V:C:I:M:A:T1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673665122.6837603992450.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2dr_mutations_pyrazinamideTYR0SRR5709803,SAMN07236302SRR5709803lineage2.2.2thThailandpnca_p.cys14tyrASCYSCA14pnca_complex.pdb
52E15DL4PZAEE1515DNASensitiveOMhydrophilichydrophilicacidicacidicnegneg11.8540.146-0.1352.38936-0.543-0.05-3166-0.89888920.412556053811659loop-0.4666666666666673.7NANANANANA1040040000707000004022002-40.0654708520179372-0.03488372093023250.0870256922034688-0.0925831202046036-0.013089005235602-0.333333333333333-0.739703459637562StabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.993-0.8279:8146/150H:A:S:E:P:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideASP0ERR2229487ERR2229487lineage4.8dkpnca_p.glu15aspATGLUEA15pnca_complex.pdb
53E15GL2;L4PZAEE1515G0MDROMhydrophilichydrophobicacidicneutralnegnon-polar11.854-0.810.0632.82636-0.9250.476680-0.89888920.412556053811659loop-0.4666666666666673.70.00035935029466720.4846574190836491.69068633684896e-0500.17777726389981416100010000070700000402200115-0.205167173252280.05357142857142850.102942183436651-0.157715260017050.2640449438202250.694736842105263-0.739703459637562DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.993-0.8279:8146/150H:A:S:E:P:D-10.98779090199950.939691219428539145.22979768191-0.075657964669658NA60.3389082676129-0.3145651347425670.5961118750587110.22467222656659405.292243504333850.673290424524484lineage2;lineage4other_mutations_pyrazinamideGLY014MT_11622SRR5525995lineage4.9;lineage2.2.1.1pgpnca_p.glu15glyATGLUEA15pnca_complex.pdb
54G17AL2PZAGG1717ANAMDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar11.288-0.016-0.034.40656-1.942-0.176680-1.14799180.173076923076923loop-0.5333333333333333.877.18700589334483e-059.70142977291842188179.926264583Inf0.763784339928386-60000000020200000-20-42-60-13-18-0.0040526849037487-0.00775193798449610.160496507113251-0.331116794543905-0.04450261780104710.694736842105263-0.944810543657331DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9147/150R:G12.14515383872620.919026337424224119.4680444362150.1016602715482685.01153666064308e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideALA0ERR718273ERR718273lineage2.2.1thThailandpnca_p.gly17alaASGLYGA17pnca_complex.pdb
55G17DL4PZAGG1717DNAMDRDMhydrophobichydrophilicneutralacidicnon-polarneg11.2881.678-0.55215.5901-2.984-0.057885-1.14799180.173076923076923loop-0.5333333333333333.870.000359350294667219.425684210526319.425668057176719.41697909836369.87561363723508-26-2600-260000-20-4-20000-60-6-2-60-11-210.752466367713005-0.1426356589147290.567825377515862-0.508780903665814-0.0130890052356020.821052631578947-0.944810543657331StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9147/150R:G2.966595287280180.00795005031660541.117705282648222.654183829436072.87215213651461380.09715897561.288376324441960.00368168890159292.433952911657541.92061868691892951.4031143047030.0016748373055023lineage4dr_mutations_pyrazinamideASP0ERR1035344ERR1035344lineage4.3.2brBrazilpnca_p.gly17aspASGLYGA17pnca_complex.pdb
56G17RL2PZAGG1717R1MDROMhydrophobichydrophilicneutralbasicnon-polarpos11.2880.099-0.057999999999999913.8675-2.1890.018691-1.14799180.173076923076923loop-0.5333333333333333.877.18700589334483e-059.70142977291842188179.926264663Inf0.763784339928386-74-1600-160000-20-2-20000-70-7-5-100-13-210.0443946188340807-0.01498708010335910.505084535872202-0.3732310315430520.00561797752808980.905263157894737-0.944810543657331StabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1249:9147/150R:G12.14515383872660.919026337424239119.4680444362410.101660271548255.0115366606189e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideARG0ERR2510655ERR2510655lineage2.2.1itItalypnca_p.gly17argASGLYGA17pnca_complex.pdb
57G17SL4PZAGG1717S0Pre-MDROMhydrophobichydrophilicneutralneutralnon-polarpolar11.2880.598-0.4378.97262-1.946-0.266880-1.14799180.173076923076923loop-0.5333333333333333.870.00021561017680032.424936921783012.42493957425812.424737369475334.31445715363782e-25-600000000-20-2-20000-70-70-40-11-190.268161434977578-0.1129198966408270.32680235141573-0.331798806479113-0.06806282722513080.715789473684211-0.944810543657331StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9147/150R:G0.8858066062472810.4694062168248261.224427532119220.7234455147493620.11266293762039125.3270547471170.3847004460814330.4302589851681560.3662700514636120.041085444410624746.58814728670330.999999999999476lineage4other_mutations_pyrazinamideSER01054X-sc-2012-02-09T18:57:40Z-1355318,ERR133985ERR133985lineage4.3.3ruRussiapnca_p.gly17serASGLYGA17pnca_complex.pdb
58S18PL1PZASS1818P0OtherDMhydrophilichydrophilicneutralnon-polarpolarnon-polar9.173-1.13-0.5211.092680.064-0.165375-0.55377530.341935483870968loop0.8666666666666673.727.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2900000000040400000-42-6-2-20-80-0.286220871327254-0.1346253229974160.03979778407476740.0540540540540541-0.04188481675392670.557894736842105-0.455518945634267DestabilisingDestabilisingDestabilisingStabilisingDestabilisingeffect-0.674-0.4857:7147/150T:S:A:R:K:N:H:E-8.98740878149640.940032862253632119.468044435489-0.0752285585987761NA4692673.510811570.384555509373631100188.5442222312680.999999999999997lineage1dr_mutations_pyrazinamidePRO0SAMN03648394,SRR2101147SRR2101147lineage1.2.2pnca_p.ser18proATSERSA18pnca_complex.pdb
59L19PL4PZALL1919P1MDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar5.113-1.723-1.7912.98164-1.477-1.378391-1.17399270.134328358208955loop1.64.470.000359350294667219.425684210526319.425668057176719.41697909836369.8756136372350826000000000000000076-11-40-20-0.436423505572442-0.4627906976744180.108597819040057-0.251832907075874-0.3586387434554970.873684210526316-0.966227347611203DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150L:V2.966595287280180.00795005031660531.117705282648222.654183829436072.87215213651493380.097158975531.288376324441960.00368168890159292.433952911657541.92061868691892951.4031143047030.0016748373055023lineage4dr_mutations_pyrazinamidePRO0ERR2041727ERR2041727lineage4.4.1.1rsSerbiapnca_p.leu19proATLEULA19pnca_complex.pdb
60L19RL3PZALL1919R1Pre-XDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos5.113-0.665-1.4182.62574-1.398-0.578191-1.17399270.134328358208955loop1.64.470.00021561017680039.704669751787979.704658986530519.701949905893832.29168245016684-54-3000-3000000000000020-12-400-8-0.168439716312057-0.366408268733850.0956351663400812-0.238363171355499-0.1492146596858640.852631578947368-0.966227347611203DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150L:V2.272606078088170.06344559022608971.224427601584961.85605590330240.929172866364976208.8816030049810.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage3dr_mutations_pyrazinamideARG0ERR3335797ERR3335797lineage3pkPakistanpnca_p.leu19argATLEULA19pnca_complex.pdb
61L19VL4PZALL1919VNAPre-MDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.113-1.722-2.0481.25265-1.307-2.23753-1.17399270.134328358208955loop1.64.477.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29260000000000000000-20-2-1-200-2-0.436170212765957-0.5291989664082690.0456242396870607-0.222847399829497-0.5837696335078530.0736842105263158-0.966227347611203DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150L:V-8.987408781496410.940032862253633119.46804443549-0.0752285585987759NA4692673.510810350.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideVAL0SRR6325448SRR6325448lineage4.3uspnca_p.leu19valATLEULA19pnca_complex.pdb
62A20PL3;L4PZAAA2020PNAPre-MDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar9.104-0.318-0.313-1.37798-0.070.06-7687-0.3966520.403100775193798loop3.266666666666673.81NANANANANA00000000000000000-42-60000-3-0.080547112462006-0.0808785529715762-0.264935014996539-0.01193520886615520.0337078651685393-0.817204301075269-0.321252059308072DestabilisingDestabilisingStabilisingDestabilisingStabilisingneutral-0.553-0.3327:6147/150P:A:S:Y:E:G:HNANANANANANANANANANANANAlineage3;lineage4other_mutations_pyrazinamidePRO0SRR6325444SRR6325444lineage4.3;lineage3uspnca_p.ala20proA-ALAAA20pnca_complex.pdb
63A20SL2PZAAA2020SNAOtherOMhydrophobichydrophilicnon-polarneutralnon-polarpolar9.1040.467-0.846-0.127919-0.376-0.16-4672-0.3966520.403100775193798loop3.266666666666673.81NANANANANA000000000-40-400000-30-30000-10.209417040358744-0.218604651162791-0.0245941321233561-0.0641091219096334-0.0418848167539267-0.494623655913978-0.321252059308072StabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.553-0.3327:6147/150P:A:S:Y:E:G:HNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideSER0ERR502943ERR502943lineage2.2pnca_p.ala20serA-ALAAA20pnca_complex.pdb
64V21AL4PZAVV2121A1XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar6.521-0.327-1.7421.43401-1.866-1.796080-1.1049990.0517241379310344loop1.766666666666674.940.00014374011786684.850294365012624.850294327177364.849564479041120.088119262186333240000000020000000-10-102041-0.0828267477203647-0.4501291989664080.0522297656597149-0.318158567774936-0.4685863874345550.631578947368421-0.909390444810544DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9147/150T:V:C:I1.579039389124020.2642475663767221.414392862765841.116407916564430.191756076673664122.6837603992330.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage4dr_mutations_pyrazinamideALA0SAMN02419617,XTB13-183SRR1172308_SRR1162962_SRR1168981_SRR1166910lineage4.3.3byBelaruspnca_p.val21alaA-VALVA21pnca_complex.pdb
65V21GL3PZAVV2121G1MDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar6.521-0.391-2.0042.37287-2.469-2.87085-1.1049990.0517241379310344loop1.766666666666674.940.000431220353600624.292333614153324.2923334241624.283309692289714.19774426910741600000000000000000000201115-0.0990374873353596-0.5178294573643410.0864250905091092-0.420971867007673-0.7329842931937170.736842105263158-0.909390444810544DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9147/150T:V:C:I3.190160803618720.00359542813005941.095659689549332.911634729329963.91551977432241465.5310632203351.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage3dr_mutations_pyrazinamideGLY0ERR550764,SAMEA2533452ERR550764lineage3.1.1pnca_p.val21glyA-VALVA21pnca_complex.pdb
66V21IL4PZAVV2121INAOtherOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar6.521-0.188-0.748-0.568333-0.271-0.563066-1.1049990.0517241379310344loop1.766666666666674.94NANANANANA-140000000000000000-20-2000-2-2-0.0476190476190476-0.19328165374677-0.1092695916327-0.0462063086104007-0.1465968586387430.315789473684211-0.909390444810544DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9147/150T:V:C:INANANANANANANANANANANANAlineage4other_mutations_pyrazinamideILE0ERR1034923ERR1034923lineage4.1.2.1zaSouth Africapnca_p.val21ileA-VALVA21pnca_complex.pdb
67T22AL4PZATT2222ANAPre-MDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar11.195-0.3610.118-0.1932690.057-0.37-93971.546111270.738372093023256loop1.033333333333333.6NANANANANA0000000000000000000002041-0.09143870314083080.100340136054422-0.03715854033684530.0481418918918919-0.0968586387434555-10.495512820512821DestabilisingStabilisingStabilisingStabilisingDestabilisingneutral0.8421.7122:1147/150T:A:S:G:P:D:H:E:Q:N:K:I:RNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideALA0SRR6325445SRR6325445lineage4.3uspnca_p.thr22alaATTHRTA22pnca_complex.pdb
68T22PL2PZATT2222PNAOtherOMhydrophobichydrophilicneutralnon-polarpolarnon-polar11.195-0.3530.063-1.500270.0060-77871.546111270.738372093023256loop1.033333333333333.6NANANANANA000000000000000000000000-4-0.08941236068895640.0535714285714285-0.2884468968699530.005067567567567570-0.8279569892473120.495512820512821DestabilisingStabilisingStabilisingStabilisingStabilisingneutral0.8421.7122:1147/150T:A:S:G:P:D:H:E:Q:N:K:I:RNANANANANANANANANANANANAlineage2other_mutations_pyrazinamidePRO0ERR502943ERR502943lineage2.2pnca_p.thr22proATTHRTA22pnca_complex.pdb
69G23VL2PZAGG2323V0MDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar11.963-0.147-0.7812.85361-2.833-1.4153750.49233280.269230769230769loop-0.53.837.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-20000000000000000-30-30-20-5-13-0.0372340425531914-0.2018087855297160.103934687752679-0.483034953111679-0.3691099476439790.5578947368421050.157692307692308DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.0830.595:3147/150G:D:H:Y:E:Q:N:R:K-8.987408781496410.940032862253633119.468044435491-0.0752285585987751NA4692673.510813140.384555509373631100188.5442222312680.999999999999997lineage2dr_mutations_pyrazinamideVAL0MDR_27149SRR6824547lineage2.2.1cnChina: Weiyang District, Xi'an City, Shaanxi Provincepnca_p.gly23valATGLYGA23pnca_complex.pdb
70G24DL4PZAGG2424D0Pre-XDRDMhydrophobichydrophilicneutralacidicnon-polarneg10.191.138-2.1974.32448-3.803-1.778091-0.9719900helix0.3333333333333335.960.000503090412534129.163084702907729.163073243518929.129332597831518.6717493808583-20-2800-28000000000000-100-6-6-60-9-230.510313901345291-0.5677002583979330.157506974846845-0.648422847399829-0.4633507853403140.842105263157895-0.799835255354201StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.094-0.9149:8147/150G:S:A3.372903294025980.0017890770828181.079957687620313.123180965967464.97876379054099550.8943235192431.464833459241180.00014852956210033.8281870993483.534437535566361331.568731999381.55265977742841e-05lineage4dr_mutations_pyrazinamideASP0ERR2041731ERR2041731lineage4.2.2.1rsSerbiapnca_p.gly24aspAHGLYGA24pnca_complex.pdb
71G24RL2PZAGG2424RNAXDRDMhydrophobichydrophilicneutralbasicnon-polarpos10.19-0.978-1.196.83709-3.44-0.678291-0.9719900helix0.3333333333333335.967.18700589334483e-059.70142977291842188179.926264595Inf0.763784339928386-64-3000-300000-200-20000-90-3-11-140-17-29-0.247720364741641-0.307493540051680.249021700332899-0.586530264279625-0.1753926701570680.863157894736842-0.799835255354201DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.094-0.9149:8147/150G:S:A12.14515383872620.919026337424226119.4680444362180.1016602715482665.01153666064e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideARG0SAMN02628481SRR1174894_SRR1183028_SRR1172289_SRR1180230lineage2.2.1irIranpnca_p.gly24argAHGLYGA24pnca_complex.pdb
72G24SL2PZAGG2424S1XDROMhydrophobichydrophilicneutralneutralnon-polarpolar10.19-0.034-1.524-0.205598-2.078-1.034171-0.9719900helix0.3333333333333335.967.18700589334483e-059.70142977291842188179.926264687Inf0.763784339928386-800000000-20-200000-80-6-4-40-9-17-0.008611955420466-0.393798449612403-0.0395289548565716-0.354305200341006-0.2696335078534030.431578947368421-0.799835255354201DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.094-0.9149:8147/150G:S:A12.14515383872670.919026337424243119.4680444362490.1016602715482445.01153666061174e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideSER0ERR2516425ERR2516425lineage2.2.1pePerupnca_p.gly24serAHGLYGA24pnca_complex.pdb
73G24VL2PZAGG2424V0Pre-XDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar10.19-1.361-0.1862.33197-2.591-1.17085-0.9719900helix0.3333333333333335.967.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-80000000000000000-90-7-6-60-11-23-0.344731509625127-0.04806201550387590.0849354234806489-0.441773231031543-0.2879581151832460.736842105263158-0.799835255354201DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.094-0.9149:8147/150G:S:A-8.987408781496410.940032862253632119.46804443549-0.0752285585987761NA4692673.510811730.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideVAL0ERR1035102ERR1035102lineage2.2.1vnVietnampnca_p.gly24valAHGLYGA24pnca_complex.pdb
74A25VL4PZAAA2525VNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar12.121-0.995-0.514-0.280715-0.778-0.65-6682-0.24266260.201550387596899helix1.066666666666674.5NANANANANA-200000000002-20000103-10003-0.252026342451874-0.1328165374677-0.0539711989540875-0.132651321398124-0.170157068062827-0.709677419354839-0.199341021416804DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.411-0.1477:6147/150R:K:N:H:E:Y:D:T:S:G:ANANANANANANANANANANANANAlineage4other_mutations_pyrazinamideVAL0ERR3275947ERR3275947lineage4.2.2nlNetherlandspnca_p.ala25valAHALAAA25pnca_complex.pdb
75L27PL4PZALL2727PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar9.548-1.558-1.6244.6599-3.919-1.077185-0.38566110.0547263681592039helix2.466666666666675.140.000718700589334419.456769295655819.456753129116819.448006794144323.6697146258566220000000022000000-24-4-22062-0.394630192502533-0.4196382428940570.169723701367289-0.668201193520887-0.2801047120418850.747368421052632-0.317133443163097DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.3327:6147/150R:C:I:V:L:T:M2.968194214384730.0001734516969410.7904980209177023.754840791301294.8718075812224128.9589079829561.289070729377862.34381123661905e-054.630077367993463.87828374077737187.7798656276871.14368245582331e-06lineage4dr_mutations_pyrazinamidePRO0SAMN02567730SRR1166108lineage4.2.1roRomaniapnca_p.leu27proAHLEULA27pnca_complex.pdb
76L27QL4PZALL2727QNAMDROMhydrophobichydrophilicnon-polarneutralnon-polarpolar9.5480.134-1.0812.24048-3.309-0.814571-0.38566110.0547263681592039helix2.466666666666675.14NANANANANA-800000000-20-200000-100-6-4202-20.0600896860986547-0.2793281653746770.0816031585311665-0.564194373401535-0.2120418848167540.473684210526316-0.317133443163097StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.3327:6147/150R:C:I:V:L:T:MNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLN0SAMN02628478SRR1174323_SRR1172944lineage4.4irIranpnca_p.leu27glnAHLEULA27pnca_complex.pdb
77L27RL4PZALL2727R1Pre-XDROMhydrophobichydrophilicnon-polarbasicnon-polarpos9.548-1.016-0.7382.15593-3.558-0.16980-0.38566110.0547263681592039helix2.466666666666675.140.00014374011786684.850294365012624.850294327177344.849564479041120.0881192621863332-46-200-2-18000000-200000-30-3-10024-0.257345491388045-0.1906976744186050.0785236634882247-0.606649616368286-0.02617801047120410.726315789473684-0.317133443163097DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.3327:6147/150R:C:I:V:L:T:M1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673649122.6837603992180.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage4other_mutations_pyrazinamideARG0ERR2516687ERR2516687lineage4.3.4.2pePerupnca_p.leu27argAHLEULA27pnca_complex.pdb
78A28DL2PZAAA2828D1MDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg12.70.554-2.83.01687-4.44-1.386780-0.5647700helix0.3666666666666676.487.18700589334483e-059.70142977291842188179.926264663Inf0.763784339928386-8-5200-520000004-40000-70-3-2-80-10-50.248430493273542-0.7235142118863050.10988097232643-0.757033248081841-0.3612565445026180.705263157894737-0.464579901153213StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7147/150P:A:I:V:L12.14515383872660.91902633742424119.4680444362420.1016602715482495.01153666061778e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideASP0SAMN10961375SRR8651616lineage2.2.1cnChina:Wenzhoupnca_p.ala28aspAHALAAA28pnca_complex.pdb
79A28TL4PZAAA2828TNAMDROMhydrophobichydrophobicnon-polarneutralnon-polarpolar12.7-0.289-1.901-0.611286-2.577-1.744171-0.5647700helix0.3666666666666676.48NANANANANA-200000000-20-200000-80-2-6-80-4-5-0.0732016210739615-0.491214470284238-0.117527878181958-0.439386189258312-0.4554973821989530.431578947368421-0.464579901153213DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7147/150P:A:I:V:LNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideTHR0ERR2516621ERR2516621lineage4.1.1.3nlNetherlandspnca_p.ala28thrAHALAAA28pnca_complex.pdb
80A30VL1PZAAA3030VNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar16.46-0.846-0.401-0.154342-0.442-0.7-76871.20711370.286821705426357helix0.63.887.18700589334483e-059.70142977291842188179.9262646Inf0.763784339928386-40000000000000000-50-5-4000-3-0.214285714285714-0.103617571059432-0.0296743059294009-0.0753623188405797-0.183246073298429-0.8172043010752690.386858974358974DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral0.591.1833:1147/150Q:E:Y:K:I:R:V:L:N:P:M:A:G:T:D12.14515383872630.919026337424228119.4680444362210.1016602715482645.01153666063734e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage1other_mutations_pyrazinamideVAL0ERR3256161ERR3256161lineage1.2.1phPhilippinespnca_p.ala30valAHALAAA30pnca_complex.pdb
81I31SL2PZAII3131SNAPre-XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar11.654-0.329-3.6084.81248-3.395-3.346080-0.5627700helix1.833333333333336.990.000431220353600658.33122629582811393450.94022095Inf23.547488635408280000000000-20000000002022-0.0833333333333333-0.9322997416020670.17528099709351-0.578857630008525-0.874345549738220.631578947368421-0.462932454695222DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7147/150I:L:V:T:A14.14729391912790.915018435774967132.5760606762050.1067107730231954.17896182050295NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage2dr_mutations_pyrazinamideSER0ETB0068SRR6257006lineage2.2.1ruRussia:Altaysky Kraipnca_p.ile31serAHILEIA31pnca_complex.pdb
82I31TL2PZAII3131TNAMDROMhydrophobichydrophobicnon-polarneutralnon-polarpolar11.654-0.358-3.123.06922-3.102-3.056280-0.5627700helix1.833333333333336.997.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-292400000000-20-200000-50-502020-0.0906788247213779-0.8062015503875970.111787673278506-0.528900255754476-0.7984293193717280.652631578947368-0.462932454695222DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7147/150I:L:V:T:A-8.987408781496410.940032862253633119.46804443549-0.0752285585987758NA4692673.510810660.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideTHR0SAMN07236365,SRR5709965SRR5709965lineage2.2.1thThailandpnca_p.ile31thrAHILEIA31pnca_complex.pdb
83S32GL1PZASS3232GNASensitiveOMhydrophilichydrophobicneutralneutralpolarnon-polar16.787-1.334-0.8750.0485615999999999-0.992-0.43-3266-0.6477770.0451612903225806loop0.06666666666666664.62NANANANANA40000000020400000303020517-0.337892603850051-0.226098191214470.00176871917773293-0.169138959931799-0.112565445026178-0.344086021505376-0.532948929159802DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.779-0.5538:7147/150D:T:S:G:A:V:N:R:QNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideGLY0SRR5067283SRR5067283lineage1.1.1vnVietnampnca_p.ser32glyATSERSA32pnca_complex.pdb
84S32IL4PZASS3232I1Pre-XDRDMhydrophilichydrophobicneutralnon-polarpolarnon-polar16.787-1.2070.0180.86851-0.677-0.412963-0.6477770.0451612903225806loop0.06666666666666664.627.18700589334483e-059.70142977291842188179.926264664Inf0.763784339928386-10000000002040000000-2-30000-0.3057244174265450.01530612244897950.0316330247160891-0.115430520034101-0.1073298429319370.305263157894737-0.532948929159802DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.5538:7147/150D:T:S:G:A:V:N:R:Q12.14515383872660.919026337424239119.4680444362410.1016602715482495.01153666061844e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideILE0ERS458092ERR552499_ERR552498lineage4.3.3uzNukuspnca_p.ser32ileATSERSA32pnca_complex.pdb
85D33VL4PZADD3333V1OtherOMhydrophilichydrophobicacidicnon-polarnegnon-polar20.313-0.7950.2761.48114-0.022-0.3-5531.21311770.398963730569948loop-1.866666666666673.727.18700589334483e-059.70142977291842188179.9262646Inf0.76378433992838641402120000000000000000000-2-0.2013677811550150.234693877551020.053946342849234-0.00375106564364876-0.0785340314136125-0.05376344086021510.388782051282051DestabilisingStabilisingDestabilisingDestabilisingDestabilisingneutral0.8421.1832:1147/150N:L:V:K:R:H:E:Q:D:T:A:S:G12.14515383872630.919026337424228119.4680444362210.1016602715482645.01153666063734e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideVAL0ERS457272ERR551343_ERR551342lineage4.1.2.1uzNukuspnca_p.asp33valATASPDA33pnca_complex.pdb
86Y34CL4PZAYY3434CNAMDROMhydrophobichydrophobicneutralneutralpolarnon-polar18.259-0.635-1.8291.92562-0.861-1.94-2530.4233260.0988593155893536loop-0.3333333333333334.65NANANANANA48100280000-20-42000020026026-0.160840932117528-0.4726098191214470.0701352719643937-0.146803069053708-0.507853403141361-0.0215053763440860.134615384615385DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.0830.595:3147/150M:A:W:Y:E:F:H:Q:V:L:R:C:INANANANANANANANANANANANAlineage4other_mutations_pyrazinamideCYS0SAMN02231172SRR998793_SRR998792_SRR998795_SRR998794lineage4.1mlMalipnca_p.tyr34cysATTYRYA34pnca_complex.pdb
87Y34DL4PZAYY3434DNAPre-XDRDMhydrophobichydrophilicneutralacidicpolarneg18.2590.124-1.8572.0881-1.484-1.9930660.4233260.0988593155893536loop-0.3333333333333334.650.000574960471467514.580278128950714.580227794011714.580175903406115.066344816414438-1800-18000020020000300380260.0556053811659192-0.479844961240310.0760531472402917-0.253026427962489-0.5209424083769630.3157894736842110.134615384615385StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.0830.595:3147/150M:A:W:Y:E:F:H:Q:V:L:R:C:I2.67966635019040.00102453523771040.8160506321224163.283701089993673.3569796112212599.5538692592411.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage4dr_mutations_pyrazinamideASP0SAMN02350491SRR1019165_SRR1140957lineage4.4.1.1zaSouth Africapnca_p.tyr34aspATTYRYA34pnca_complex.pdb
88Y34SL2PZAYY3434S0MDRDMhydrophobichydrophilicneutralneutralpolarpolar18.259-0.316-3.2240.32836-1.692-3.3113590.4233260.0988593155893536loop-0.3333333333333334.650.00014374011786681.21195880622114.5970013133425e-0501.01056822389159e-2548100280000-20-4200002002100210-0.0800405268490375-0.8330749354005170.0119595859526949-0.28849104859335-0.8664921465968590.1368421052631580.134615384615385DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.0830.595:3147/150M:A:W:Y:E:F:H:Q:V:L:R:C:I-9.987521262450620.942832958100734139.277183325398-0.071709672926946NA144471.7063148780.083487858662857910025.83865859621630.999999999999746lineage2dr_mutations_pyrazinamideSER0ERR2510443ERR2510443lineage2.2.1pkPakistanpnca_p.tyr34serATTYRYA34pnca_complex.pdb
89L35ML4PZALL3535MNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar17.42-1.12-1.162-0.61263-0.928-0.38-4530.18344350.174129353233831loop1.433333333333334.69NANANANANA-10000000000000000000-1020-22-0.283687943262411-0.300258397932817-0.11778628008921-0.158226768968457-0.0994764397905759-0.0430107526881720.0586538461538462DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.0380.3895:4147/150G:A:S:M:T:Q:V:L:INANANANANANANANANANANANAlineage4other_mutations_pyrazinamideMET0SAMN02231181SRR1162468_SRR1162694_SRR1103486lineage4.1mlMalipnca_p.leu35metATLEULA35pnca_complex.pdb
90L35PL2PZALL3535P0Pre-XDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar17.42-0.954-2.0548.91998-2.108-1.4882910.18344350.174129353233831loop1.433333333333334.690.00057496047146754.855157894736844.855157858976144.854428453388924.0113911249492524000000000000000002-518008-0.241641337386018-0.5307493540051680.324885088032401-0.359420289855072-0.3874345549738220.8631578947368420.0586538461538462DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4147/150G:A:S:M:T:Q:V:L:I1.580041615936870.02552372297753610.707465706146312.233382625065511.1472685066683320.54668643085970.6862033581776780.0333865346694671.476428655879130.90349568423798826.06271352548660.0451938468216249lineage2dr_mutations_pyrazinamidePRO0ERR2513880ERR2513880lineage2.2.1gbUKpnca_p.leu35proATLEULA35pnca_complex.pdb
91L35RL4PZALL3535RNASensitiveOMhydrophobichydrophilicnon-polarbasicnon-polarpos17.42-0.653-1.493-2.11958-2.016-0.8864800.18344350.174129353233831loop1.433333333333334.690.00258732212160410.2846148135316390.284614813806290.2846305092447362.62510215004498-30-320-2-300000-20-200000-60-6-2-20-8-2-0.165400202634245-0.38578811369509-0.40751749596247-0.343734015345269-0.2303664921465970.6736842105263160.0586538461538462DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.0380.3895:4147/150G:A:S:M:T:Q:V:L:I-1.256618543358840.08429969905576670.727940577686249-1.726265277521670.04616510452708160.934717733973448-0.5457424996571360.07460878633780381.12721002462750.0331018273828961.111624984969420.105185735611338lineage4other_mutations_pyrazinamideARG0016-1ERR1750903lineage4.9zapnca_p.leu35argATLEULA35pnca_complex.pdb
92E37VL4PZAEE3737V0SensitiveOMhydrophilichydrophobicacidicnon-polarnegnon-polar24.08-0.519-0.0330.085964-0.065-0.26-32662.736111380.618834080717489loop0.03333333333333333.587.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2912180216000020200000-10-21202-2-0.131458966565349-0.00852713178294570.00313099600084499-0.0110826939471441-0.0680628272251308-0.3440860215053760.876923076923077DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral1.1833.1251:195/150F:E:Q:V:N:L:I:R:T:W:H:Y:M:G:A:S:P:D-8.98740878149640.940032862253632119.468044435489-0.0752285585987761NA4692673.510811570.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideVAL0SAMN03647581,SRR2100408SRR2100408lineage4.1.1.1pnca_p.glu37valASGLUEA37pnca_complex.pdb
93Y41CL4PZAYY4141C0MDROMhydrophobichydrophobicneutralneutralpolarnon-polar19.063-1.07-1.0574.03027-1.8360.193766-0.47777350.133079847908745loop-2.666666666666674.977.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29468008000020-24000020-24100210-0.271023302938197-0.273126614987080.146791206229649-0.313043478260870.1067415730337080.389473684210526-0.392915980230643DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.674-0.4117:7147/150L:N:R:F:H:Y:W:A:G-8.987408781496430.940032862253634119.468044435493-0.0752285585987739NA4692673.510812870.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideCYS0ERR2510731ERR2510731lineage4.1.2.1itItalypnca_p.tyr41cysA-TYRYA41pnca_complex.pdb
94Y41DL4PZAYY4141D1Pre-MDROMhydrophobichydrophilicneutralacidicpolarneg19.063-0.298-2.115.35024-3.198-1.857085-0.47777350.133079847908745loop-2.666666666666674.977.18700589334483e-059.70142977291842188179.926264407Inf0.76378433992838636-280-4-24000000-22000020-244004-0.0754812563323201-0.5452196382428940.194867386854508-0.545268542199489-0.4842931937172780.736842105263158-0.392915980230643DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7147/150L:N:R:F:H:Y:W:A:G12.14515383872520.919026337424193119.4680444361590.1016602715483085.01153666069528e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideASP0SRR2469373,SAMN04099730SRR2469373lineage4.1.1.3pnca_p.tyr41aspA-TYRYA41pnca_complex.pdb
95H43DL3PZAHH4343D0Pre-XDROMhydrophobichydrophilicbasicacidicposneg19.543-0.912-1.5963.54222-0.971-1.7827631.07111400.178571428571428strand-0.7333333333333334.757.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-296-240-2-22000000200000-20-2-60000-0.231003039513678-0.4124031007751940.129015362874147-0.165558397271952-0.4659685863874350.2842105263157890.343269230769231DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.591.1833:1147/150Y:F:H:Q:L:N:V:R:I:C:A:M:T:P:D-8.987408781496410.940032862253634119.468044435492-0.0752285585987746NA4692673.510813920.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideASP0ERR2510343ERR2510343lineage3pkPakistanpnca_p.his43aspAEHISHA43pnca_complex.pdb
96H43PL4PZAHH4343PNAMDRDMhydrophobichydrophilicbasicnon-polarposnon-polar19.543-1.878-0.8922.10447-1.1540.430661.07111400.178571428571428strand-0.7333333333333334.75NANANANANA180000000020020000-42-3-4404-4-0.475683890577508-0.2304909560723510.0766493782734431-0.1967604433077580.2247191011235950.3157894736842110.343269230769231DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.591.1833:1147/150Y:F:H:Q:L:N:V:R:I:C:A:M:T:P:DNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamidePRO0SAMN02414879SRR1162792_SRR1166871_SRR1144753_SRR1146380lineage4.6.1.2seSwedenpnca_p.his43proAEHISHA43pnca_complex.pdb
97H43YL1PZAHH4343YNASensitiveOMhydrophobichydrophobicbasicneutralpospolar19.543-1.3410.984-0.653353-0.4551.37-33661.07111400.178571428571428strand-0.7333333333333334.75NANANANANA-22-60-2-4000000-220000-10-2040-22-0.3396656534954410.836734693877551-0.125615819426286-0.07757885763000850.769662921348315-0.3548387096774190.343269230769231DestabilisingStabilisingStabilisingDestabilisingStabilisingneutral0.591.1833:1147/150Y:F:H:Q:L:N:V:R:I:C:A:M:T:P:DNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideTYR0ERR3276024ERR3276024lineage1.2.1nlNetherlandspnca_p.his43tyrAEHISHA43pnca_complex.pdb
98V44AL4PZAVV4444ANAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar17.073-1.246-2.3433.40395-1.839-2.015775-0.19466130.0747126436781609strand1.733333333333335.577.18700589334483e-059.70142977291842188179.926264644Inf0.7637843399283862000000000000000000000021-0.315602836879433-0.6054263565891470.123979268497002-0.313554987212276-0.5261780104712040.6-0.159802306425041DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5149/150T:A:Q:C:R:I:L:V12.14515383872650.919026337424235119.4680444362350.1016602715482545.01153666062486e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideALA0ERR1035326ERR1035326lineage4.7brBrazilpnca_p.val44alaAEVALVA44pnca_complex.pdb
99V44GL2PZAVV4444GNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar17.073-1.136-2.9755.19527-3.88-2.437485-0.19466130.0747126436781609strand1.733333333333335.570.000503090412534112.145113732097712.145077379406412.141666415150411.001920527460780000000000000000-20-2040519-0.28774062816616-0.7687338501291990.18922304212589-0.6615515771526-0.6361256544502620.778947368421053-0.159802306425041DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5149/150T:A:Q:C:R:I:L:V2.49692393373120.00282932188573230.836294959445552.985697696165262.6161083308289384.83712708380781.084401586081550.00225160059751252.647508644762061.98635523014012127.7199466456360.0009101752788745lineage2dr_mutations_pyrazinamideGLY0SAMN03653308,SRS935929SRR2024890lineage2.2.1.1cnChinapnca_p.val44glyAEVALVA44pnca_complex.pdb
100V45AL2PZAVV4545A0Pre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar13.521-2.228-2.7833.60576-1.973-2.233966-0.3756600strand3.48.667.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-296200200000000000020012007-0.564336372847011-0.7191214470284240.131329627983887-0.336402387041773-0.5837696335078530.410526315789474-0.308896210873147DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.2447:6149/150F:A:Y:M:I:V:L-8.987408781496410.940032862253633119.46804443549-0.0752285585987758NA4692673.51081220.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideALA0SAMEA2534091,ERS457493ERR551648_ERR551649lineage2.2.1uzNukuspnca_p.val45alaAEVALVA45pnca_complex.pdb
101V45EL2PZAVV4545ENAPre-XDROMhydrophobichydrophilicnon-polaracidicnon-polarneg13.521-1.593-3.3894.70839-4.817-1.928091-0.3756600strand3.48.66NANANANANA-32-340-2-32000000000000202-10000-0.403495440729483-0.8757105943152450.171489812717167-0.821312872975277-0.502617801047120.842105263157895-0.308896210873147DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.2447:6149/150F:A:Y:M:I:V:LNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLU0SAMN02360628SRR1003108_SRR1003107lineage2.2.1krSouth Koreapnca_p.val45gluAEVALVA45pnca_complex.pdb
102V45GL3PZAVV4545G0Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar13.521-1.938-3.5235.16465-3.509-3.558091-0.3756600strand3.48.667.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29102002000000000000402140525-0.490881458966565-0.9103359173126620.188107795074265-0.598294970161978-0.9293193717277490.842105263157895-0.308896210873147DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.2447:6149/150F:A:Y:M:I:V:L-8.987408781496420.940032862253634119.468044435493-0.0752285585987741NA4692673.510814810.384555509373631100188.5442222312680.999999999999997lineage3dr_mutations_pyrazinamideGLY0ERR2510298ERR2510298lineage3pkPakistanpnca_p.val45glyAEVALVA45pnca_complex.pdb
103A46EL2PZAAA4646E1Pre-XDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg11.322-1.749-1.7472.18089-5.096-1.217985-0.8228800strand1.766666666666678.137.18700589334483e-059.70142977291842188179.926264417Inf0.763784339928386-36-3200-32000000000000-401-5-80-8-7-0.443009118541033-0.4514211886304910.0794327610195296-0.868883205456095-0.3167539267015710.831578947368421-0.677100494233937DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.914-0.7798:8149/150Q:F:Y:I:V:L:T:A:S:G12.14515383872530.919026337424195119.4680444361630.1016602715483055.01153666069207e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideGLU0SRR5817469SRR5817469lineage2.2.1auAustraliapnca_p.ala46gluAEALAAA46pnca_complex.pdb
104A46PL2PZAAA4646P1XDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar11.322-2.408-0.2212.09234-4.420.658191-0.8228800strand1.766666666666678.130.000143740117866819.411022297013511754.463552641Inf4.7312207038227400000000022000000-100-8-4-200-3-0.609929078014184-0.05710594315245470.0762075772696479-0.7536231884057970.3651685393258430.852631578947368-0.677100494233937DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.914-0.7798:8149/150Q:F:Y:I:V:L:T:A:S:G13.14560022562060.924803768447002139.2771833265740.09438444913692090.0001628371344451NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamidePRO0TB-17ERR2851370lineage2.2.1lbLebanonpnca_p.ala46proAEALAAA46pnca_complex.pdb
105A46TL4PZAAA4646T0MDROMhydrophobichydrophobicnon-polarneutralnon-polarpolar11.322-1.355-1.192-1.34478-2.283-0.62-653-0.8228800strand1.766666666666678.130.00014374011786684.850294365012624.850294327177334.849564479041120.0881192621863332-200000000-20-200000-90-2-7-20-2-3-0.343211752786221-0.308010335917313-0.258551872644774-0.38925831202046-0.162303664921466-0.0645161290322581-0.677100494233937DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.914-0.7798:8149/150Q:F:Y:I:V:L:T:A:S:G1.579039389124020.2642475663767241.414392862765841.116407916564430.191756076673846122.6837603989340.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage4other_mutations_pyrazinamideTHR0ERR2041741ERR2041741lineage4.1.2.1rsSerbiapnca_p.ala46thrAEALAAA46pnca_complex.pdb
106A46VL5PZAAA4646VNAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar11.322-2.7181.017-2.38862-1.4870.445975-0.8228800strand1.766666666666678.130.00043122035360069.7129.71198922975619.709298202332517.20065367726982-20000000000000000-701-8-202-7-0.6884498480243160.864795918367347-0.459244020610628-0.2535379369138960.2471910112359550.621052631578947-0.677100494233937DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-0.914-0.7798:8149/150Q:F:Y:I:V:L:T:A:S:G2.273361125354020.00865760330289620.8659477538930752.625286704808211.8945083167692570.09127426773040.9873086737311820.00954625270319962.020167073410741.39065774214338107.4359875511850.0072877030810549lineage5dr_mutations_pyrazinamideVAL0ERR502508ERR502508lineage5ghGhanapnca_p.ala46valAEALAAA46pnca_complex.pdb
107T47AL2PZATT4747A1Pre-XDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar7.503-2.172-1.712.87617-2.276-0.775875-0.9258800strand-0.93333333333333310.30.00086244070720134.858407079646024.858407045224624.857677956245586.9965479012021940000000000020000604212069-0.550151975683891-0.4418604651162790.10475637205982-0.388064791133845-0.2015706806282720.610526315789474-0.761943986820428DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.028-0.8729:8149/150C:K:I:T:S1.580710615712280.00622313254011720.5777901258580722.735786828071481.5186451396487915.54288877486750.6864939009666720.00897687516574472.046874814162121.2974057699377518.18654717885760.0081667056971109lineage2dr_mutations_pyrazinamideALA02564N-sc-2012-10-11T13:40:44Z-1494346,ERR234668ERR234668lineage2.2.1ruRussia,Samarapnca_p.thr47alaAETHRTA47pnca_complex.pdb
108T47IL4PZATT4747I0Pre-XDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar7.503-2.112-0.155-1.0395-1.52-0.627285-0.9258800strand-0.93333333333333310.30.00035935029466721.212258200168211.212259189825151.2122140741257.19297638498975e-25-322002000000020000-20-3-12004-0.534954407294833-0.0400516795865633-0.199857725140352-0.259164535379369-0.1623036649214660.757894736842105-0.761943986820428DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.028-0.8729:8149/150C:K:I:T:S0.1924857177748770.8632684059787471.117705054157340.1722151269325660.0619550849552318.199056717423410.083595130527928100.024605377217271312.2606125933540.999999999999323lineage4other_mutations_pyrazinamideILE0SAMN10961346SRR8651588lineage4.4.2cnChina:Wenzhoupnca_p.thr47ileAETHRTA47pnca_complex.pdb
109T47NL3PZATT4747N0Pre-XDROMhydrophobichydrophilicneutralneutralpolarpolar7.503-0.208-1.8310.956982-5.182-1.297785-0.9258800strand-0.93333333333333310.37.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-2620020000-40-220000001-1-40-62-0.0526849037487335-0.473126614987080.0348553675361854-0.883546462063086-0.3376963350785340.810526315789474-0.761943986820428DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.028-0.8729:8149/150C:K:I:T:S-8.987408781496410.940032862253634119.468044435492-0.0752285585987742NA4692673.510812180.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideASN0ERR2510633ERR2510633lineage3pkPakistanpnca_p.thr47asnAETHRTA47pnca_complex.pdb
110T47PL3PZATT4747P0MDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar7.503-1.892-1.4931.93613-5.056-1.528791-0.9258800strand-0.93333333333333310.30.00014374011786681.21195880622114.5970013133425e-0501.01056822389159e-254200200002202000040228060-0.479229989868288-0.385788113695090.0705180690418782-0.862063086104007-0.3979057591623040.91578947368421-0.761943986820428DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.028-0.8729:8149/150C:K:I:T:S-9.987521262450620.942832958100734139.277183325398-0.071709672926946NA144471.706314860.083487858662857910025.83865859621630.999999999999746lineage3dr_mutations_pyrazinamidePRO0ERR2510424ERR2510424lineage3pkPakistanpnca_p.thr47proAETHRTA47pnca_complex.pdb
111K48EL2PZAKK4848ENAXDRDMhydrophobichydrophilicbasicacidicposneg7.546-1.91-1.8332.3862-1.921-1.955375-0.82388190.0805084745762711strand-2.76.780.0006468305304016.071503791069926.071503740771536.070368435967356.8780139297240428-2800-2800002020000010010000-0.483789260385005-0.4736434108527130.0869105981249863-0.327536231884058-0.5104712041884820.557894736842105-0.677924217462932DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.914-0.7798:8149/150I:K:R:L:Q:A1.803606307631370.007206189422430.6711936233565442.687162459338921.6053008707495224.54609660159520.7832962705280470.00997945185934292.000893312520281.3055012094131930.61775961744650.0087262477054536lineage2dr_mutations_pyrazinamideGLU0SAMN02360604SRR1049046_SRR1049047_SRR1013650_SRR1013651lineage2.2.2krSouth Koreapnca_p.lys48gluAELYSKA48pnca_complex.pdb
112K48NL3PZAKK4848N0Pre-XDROMhydrophobichydrophilicbasicneutralpospolar7.546-1.168-2.1782.2078-2.869-1.866780-0.82388190.0805084745762711strand-2.76.780.00014374011786681.21195880622114.59700131334259e-0501.01056822389159e-254624002400000000000000-21200-2-0.295845997973658-0.5627906976744190.0804128817954676-0.489173060528559-0.4869109947643980.705263157894737-0.677924217462932DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.914-0.7798:8149/150I:K:R:L:Q:A-9.98752126245060.942832958100734139.277183325398-0.0717096729269463NA144471.7063148290.083487858662857910025.83865859621630.999999999999746lineage3other_mutations_pyrazinamideASN0ERR2510272ERR2510272lineage3pkPakistanpnca_p.lys48asnAELYSKA48pnca_complex.pdb
113K48QL4PZAKK4848QNAPre-MDROMhydrophobichydrophilicbasicneutralpospolar7.546-1.653-1.5371.38977-0.028-1.89-6182-0.82388190.0805084745762711strand-2.76.78NANANANANA282400240000002-200002011202-4-0.418693009118541-0.3971576227390180.0506184485609598-0.00477408354646206-0.494764397905759-0.655913978494624-0.677924217462932DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.914-0.7798:8149/150I:K:R:L:Q:ANANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLN0ERR502532ERR502532lineage4.3ghGhanapnca_p.lys48glnAELYSKA48pnca_complex.pdb
114K48TL4PZAKK4848TNAPre-XDRDMhydrophobichydrophobicbasicneutralpospolar7.546-2.085-1.922.81480.126-1.826380-0.82388190.0805084745762711strand-2.76.780.00114992094293513.779370432827433.779370415543483.778865212613466.255311011621145824002400002020000010-12004-2-0.528115501519757-0.4961240310077520.1025211430735950.106418918918919-0.4764397905759160.663157894736842-0.677924217462932DestabilisingDestabilisingDestabilisingStabilisingDestabilisingeffect-0.914-0.7798:8149/150I:K:R:L:Q:A1.329557439024850.00839750400061280.5044504655875112.63565509346171.3495841376003810.15331057928590.5774194611280440.01153720800529071.937899277367611.194697972544911.41557016680030.0123821507399189lineage4dr_mutations_pyrazinamideTHR0ERR751528ERR751528lineage4.3.3pepnca_p.lys48thrAELYSKA48pnca_complex.pdb
115D49AL2PZADD4949A1MDRDMhydrophilichydrophobicacidicnon-polarnegnon-polar3.452-3.348-0.451-2.06724-1.72-1.567385-1.1889970.0362694300518134strand-1.533333333333337.890.000431220353600658.33122629582811393450.9402217Inf23.54748863540820280028000000000000-500-50023-0.848024316109423-0.116537467700258-0.397454433592248-0.293265132139812-0.4083769633507850.768421052631579-0.978583196046129DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150T:D14.14729391912850.915018435774987132.5760606762410.1067107730231714.17896182049081NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage2dr_mutations_pyrazinamideALA0ERR2517097ERR2517097lineage2.2.1.2gbUKpnca_p.asp49alaAEASPDA49pnca_complex.pdb
116D49EL4PZADD4949ENAMDRDMhydrophilichydrophilicacidicacidicnegneg3.4520.251-0.472-0.696543-2.35-0.287585-1.1889970.0362694300518134strand-1.533333333333337.890.00021561017680039.704669751787979.704658986530529.701949905893832.29168245016684-220000000000000000-50-1-6-100-6-80.112556053811659-0.121963824289406-0.133919672383296-0.400682011935209-0.07329842931937170.789473684210526-0.978583196046129StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150T:D2.272606078088170.06344559022608971.224427601584961.85605590330240.929172866365932208.8816030047820.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage4dr_mutations_pyrazinamideGLU0ERR1555056ERR1555056lineage4.3.3pnca_p.asp49gluAEASPDA49pnca_complex.pdb
117D49GL4PZADD4949G1XDRDMhydrophilichydrophobicacidicneutralnegnon-polar3.452-3.463-1.1570.460983-2.415-1.088391-1.1889970.0362694300518134strand-1.533333333333337.890.000503090412534129.163084702907729.163073243518929.129332597831518.671749380858328300030000000000000000-160919-0.877152988855116-0.2989664082687340.0167900042978169-0.411764705882353-0.2827225130890050.873684210526316-0.978583196046129DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150T:D3.372903294025990.00178907708281821.079957687620323.123180965967444.97876379054023550.8943235186221.464833459241180.00014852956210033.8281870993483.534437535566361331.568731999381.55265977742841e-05lineage4dr_mutations_pyrazinamideGLY0ERR2516206ERR2516206lineage4.3.3beBelgiumpnca_p.asp49glyAEASPDA49pnca_complex.pdb
118D49NL4PZADD4949NNAMDRDMhydrophilichydrophilicacidicneutralnegpolar3.452-1.932-1.684-0.334669-2.857-1.457685-1.1889970.0362694300518134strand-1.533333333333337.890.000574960471467577.84057359763811394626.35223403Inf33.180274927101203200320000-200-20000-600-6-2000-0.48936170212766-0.435142118863049-0.064344574329001-0.487127024722933-0.3795811518324610.8-0.978583196046129DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150T:D14.1481370894990.901927875940367114.8142370340020.12322633024429882.9586021424457NA1.891206027534857.2326389241213e-076.14070321569598.29603358299821Inf8.39983046099388e-09lineage4dr_mutations_pyrazinamideASN0ERR775328ERR775328lineage4.3.3pepnca_p.asp49asnAEASPDA49pnca_complex.pdb
119D49YL4PZADD4949Y1MDRDMhydrophilichydrophobicacidicneutralnegpolar3.452-1.855-0.739-2.66914-0.988-1.648591-1.1889970.0362694300518134strand-1.533333333333337.897.18700589334483e-059.70142977291842188179.926264654Inf0.763784339928386-422000200000-200-40000-140-4-10-140-12-12-0.469858156028369-0.190956072351421-0.513177728216565-0.16845694799659-0.4293193717277490.894736842105263-0.978583196046129DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150T:D12.14515383872660.919026337424238119.4680444362390.101660271548255.0115366606202e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideTYR0ERR2510658ERR2510658lineage4.3.3itItalypnca_p.asp49tyrAEASPDA49pnca_complex.pdb
120H51DL4PZAHH5151D1Pre-MDRDMhydrophobichydrophilicbasicacidicposneg5.661-1.821-2.1984.34022-1.814-1.678291-1.1899910.0044642857142857strand1.366666666666676.970.0030185424752048414.60847240051410454944.8180635Inf198.43669563691116-2800-2800002020000040222044-0.461246200607903-0.5679586563307490.158080259908653-0.309292412617221-0.437172774869110.863157894736842-0.979406919275124DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150H:Y16.16258561278820.905545449550291136.2102618342630.11865908922819926043.55772506571.23987518604392e+262.617638172526774.4914140361843e-3332.34761690812153.6831618314533Inf4.58127580776551e-45lineage4dr_mutations_pyrazinamideASP0ERR552878ERR552878lineage4.4.1.1szSwazilandpnca_p.his51aspABHISHA51pnca_complex.pdb
121H51NL4PZAHH5151NNAMDRDMhydrophobichydrophilicbasicneutralpospolar5.661-1.063-2.2151.03208-2.201-1.837085-1.1899910.0044642857142857strand1.366666666666676.97NANANANANA1400000000000000000000-4020-0.269250253292806-0.572351421188630.0375906001646282-0.375277067348679-0.4790575916230370.736842105263158-0.979406919275124DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150H:YNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideASN0ERR2516444ERR2516444lineage4.1.2.1nlNetherlandspnca_p.his51asnABHISHA51pnca_complex.pdb
122H51PL2PZAHH5151P1Pre-XDRDMhydrophobichydrophilicbasicnon-polarposnon-polar5.661-2.624-1.7622.82591-1.529-0.988291-1.1899910.0044642857142857strand1.366666666666676.970.00021561017680032.424936921783012.424939574258112.424737369475334.31445715363782e-2528000000004220000000-224062-0.664640324214792-0.4552971576227390.10292579345712-0.260699062233589-0.2565445026178010.863157894736842-0.979406919275124DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150H:Y0.8858066062472850.4694062168248251.224427532119220.7234455147493640.11266293762038725.32705474711720.3847004460814330.4302589851681560.3662700514636120.041085444410624746.58814728670330.999999999999476lineage2dr_mutations_pyrazinamidePRO00111X-sc-2012-10-11T13:37:09Z-1494123,ERR234637ERR234637lineage2.2.1ruRussia,Samarapnca_p.his51proABHISHA51pnca_complex.pdb
123H51QL2PZAHH5151QNAPre-XDRDMhydrophobichydrophilicbasicneutralpospolar5.661-1.42-1.714-1.10489-1.18-1.756580-1.1899910.0044642857142857strand1.366666666666676.970.000431220353600624.292333614153324.2923334241624.283309692289714.1977442691074000000000-40-2-200002020-60-2-4-0.3596757852077-0.442894056847545-0.212429823886795-0.201193520886615-0.4581151832460730.684210526315789-0.979406919275124DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150H:Y3.190160803618720.00359542813005951.095659689549342.911634729329953.91551977432275465.5310632208631.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage2dr_mutations_pyrazinamideGLN0SRS935961,SAMN03653227SRR2024921lineage2.2.1cnChinapnca_p.his51glnABHISHA51pnca_complex.pdb
124H51RL4PZAHH5151RNAMDRDMhydrophobichydrophilicbasicbasicpospos5.661-0.862-1.7662.7037-1.252-1.487485-1.1899910.0044642857142857strand1.366666666666676.970.00129366106080224.390862944162424.390862790872424.381741197972551.2029377973759-32-200-20000002-20000-100-2-9002-2-0.218338399189463-0.4563307493540050.0984746392383394-0.213469735720375-0.3874345549738220.778947368421053-0.979406919275124DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1789:9149/150H:Y3.194208586381674.47975895465189e-070.6328484085478625.047351851150468.04148719104289105.3682487241561.387227165842971.45797891284227e-098.836248757295466.89001106760784131.3378358416738.32938806400108e-13lineage4dr_mutations_pyrazinamideARG0ERR779915ERR779915lineage4.3.3pepnca_p.his51argABHISHA51pnca_complex.pdb
125H51YL4PZAHH5151YNAMDRDMhydrophobichydrophobicbasicneutralpospolar5.661-2.0460.122-1.10156-0.8910.416080-1.1899910.0044642857142857strand1.366666666666676.970.00021561017680039.704669751787979.704658986530519.701949905893832.29168245016684-18-600-6000020200000-402-6-204-4-0.5182370820668690.103741496598639-0.21178958701838-0.1519181585677750.2303370786516850.631578947368421-0.979406919275124DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-1.221-1.1789:9149/150H:Y2.272606078088170.06344559022608971.224427601584961.85605590330240.929172866365331208.8816030051680.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage4dr_mutations_pyrazinamideTYR0ERR2707212ERR2707212lineage4.3.3cdDemocratic Republic of Congopnca_p.his51tyrABHISHA51pnca_complex.pdb
126I52TL4PZAII5252TNASensitiveOMhydrophobichydrophobicnon-polarneutralnon-polarpolar12.3530.529-1.1960.950846-1.262-1.332663-0.51877820.416243654822335loop-0.7333333333333334.09NANANANANA600000000-200-20000-10-30000-20.237219730941704-0.3090439276485790.0346318810597397-0.215174765558397-0.3481675392670160.273684210526316-0.42668863261944StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7149/150N:L:V:I:S:T:P:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideTHR0ERR1465772ERR1465772lineage4.1.2.1chSwitzerlandpnca_p.ile52thrASILEIA52pnca_complex.pdb
127D53EL4PZADD5353E0SensitiveOMhydrophilichydrophilicacidicacidicnegneg13.16-0.123-0.1450.906346-0.4670.14-39660.498331030.533678756476684loop-0.23.837.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-62002000000000000-10-10-20-20-0.0311550151975683-0.03746770025839790.0330110941950335-0.07962489343563510.0786516853932584-0.4193548387096770.159615384615385DestabilisingDestabilisingDestabilisingDestabilisingStabilisingneutral0.2250.594:3148/150D:P:S:G:A:I:R:L:N:V:Q:E:H-8.98740878149640.940032862253633119.468044435491-0.0752285585987752NA4692673.510812970.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideGLU0SAMN03648619,SRR2101372SRR2101372lineage4.3.4.2.1pnca_p.asp53gluA-ASPDA53pnca_complex.pdb
128P54AL2PZAPP5454ANAMDROMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar9.765-1.785-1.4162.25796-1.236-1.582563-0.1295580.050314465408805loop-1.833333333333334.917.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2900000000000000000-10-100001-0.452127659574468-0.3658914728682170.0822398181804938-0.21074168797954-0.4136125654450260.263157894736842-0.106260296540362DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5148/150Q:E:H:K:V:N:P:A:G:S:D-8.987408781496410.940032862253633119.468044435491-0.0752285585987755NA4692673.510812660.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideALA0SRR671771,BGI_GZ10115SRR671771lineage2.2.1cnChinapnca_p.pro54alaA-PROPA54pnca_complex.pdb
129P54LL4PZAPP5454L1Pre-XDRDMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar9.765-1.77-0.09699999999999993.46567-0.95-0.43366-0.1295580.050314465408805loop-1.833333333333334.910.002371711944803722.058035714285722.058032957652622.049162113690693.2270586345296-160000000000000000-100-6-4-20-2-2-0.448328267477204-0.02506459948320410.126227245245085-0.161977834612106-0.1047120418848170.347368421052632-0.106260296540362DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5148/150Q:E:H:K:V:N:P:A:G:S:D3.093676842018877.52888191547387e-120.4518137588446466.847239114474639.7371759907790859.15939441602411.343566835555256.54726814958295e-1615.18393987177098.9077682324348565.36538185137734.6626285706706e-22lineage4dr_mutations_pyrazinamideLEU0ERR1873531ERR1873531lineage4.1.1.3zaSouth Africapnca_p.pro54leuA-PROPA54pnca_complex.pdb
130P54QL2PZAPP5454Q1XDRDMhydrophilichydrophilicnon-polarneutralnon-polarpolar9.765-0.084-1.2519.94224-1.258-1.64853-0.1295580.050314465408805loop-1.833333333333334.910.000359350294667219.425684210526319.425668057176819.41697909836369.87561363723508-1600000000-30-1-20000-80-8-4-100-8-6-0.0212765957446808-0.3232558139534880.362118022421492-0.214492753623188-0.4293193717277490.0842105263157895-0.106260296540362DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5148/150Q:E:H:K:V:N:P:A:G:S:D2.966595287280180.00795005031660531.117705282648222.654183829436072.872152136516380.0971589755981.288376324441960.00368168890159292.433952911657541.92061868691892951.4031143047030.0016748373055023lineage2dr_mutations_pyrazinamideGLN0ERR158587,2129Q-sc-2012-04-10T09:16:19Z-1397799ERR158587lineage2.2.1ruRussia,Samarapnca_p.pro54glnA-PROPA54pnca_complex.pdb
131P54RL4PZAPP5454R1Pre-XDROMhydrophilichydrophilicnon-polarbasicnon-polarpos9.765-0.957-0.8847.06229-1.269-0.353366-0.1295580.050314465408805loop-1.833333333333334.910.000143740117866819.411022297013511754.463552342Inf4.73122070382274-40-2400-240000-400-40000-190-8-16-120-12-12-0.242401215805471-0.2284237726098190.257223974533614-0.216368286445013-0.09162303664921460.347368421052632-0.106260296540362DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5148/150Q:E:H:K:V:N:P:A:G:S:D13.145600225620.924803768446982139.277183326530.09438444913694630.0001628371344461NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4other_mutations_pyrazinamideARG0SAMN10961390SRR8651581lineage4.5cnChina:Wenzhoupnca_p.pro54argA-PROPA54pnca_complex.pdb
132P54SL2PZAPP5454SNAPre-XDROMhydrophilichydrophilicnon-polarneutralnon-polarpolar9.765-0.307-1.8371.58683-1.286-1.762663-0.1295580.050314465408805loop-1.833333333333334.910.00021561017680039.704669751787979.704658986530479.701949905893832.291682450166840-400-40000-602-80000-70-3-2-60-6-4-0.0777608915906788-0.4746770025839790.0577958027083531-0.21926683716965-0.4607329842931940.273684210526316-0.106260296540362DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5148/150Q:E:H:K:V:N:P:A:G:S:D2.272606078088160.06344559022609041.224427601584961.85605590330240.929172866366028208.881603005160.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2other_mutations_pyrazinamideSER0ERR1023297ERR1023297lineage2.2.1pnca_p.pro54serA-PROPA54pnca_complex.pdb
133G55SL4PZAGG5555SNASensitiveOMhydrophobichydrophilicneutralneutralnon-polarpolar12.270.559-0.9120.441313-1.0350.06553-1.03699360.346153846153846helix-1.833333333333333.54NANANANANA000000000-20-200000-20-4000-3-70.25067264573991-0.2356589147286820.01607358008144-0.1764705882352940.03370786516853930.0526315789473684-0.85337726523888StabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.124-0.9939:9148/150T:H:S:A:GNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideSER0ERR2229463ERR2229463lineage4.8dkpnca_p.gly55serAGGLYGA55pnca_complex.pdb
134D56EL2PZADD5656ENASensitiveOMhydrophilichydrophilicacidicacidicnegneg11.133-0.010.434-0.915918-0.0320.09-78872.366111480.766839378238342helix-2.366666666666673.47NANANANANA-8-400-40000-10-100000000-10000-0.00253292806484290.369047619047619-0.176097439052526-0.005456095481670930.0505617977528089-0.8387096774193550.758333333333333DestabilisingStabilisingStabilisingDestabilisingStabilisingneutral1.1833.1251:1148/150D:P:S:A:G:T:K:C:R:I:L:V:E:YNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLU0ERR502510ERR502510lineage2ghGhanapnca_p.asp56gluAGASPDA56pnca_complex.pdb
135H57DLBOVPZAHH5757DNAOtherDMhydrophobichydrophilicbasicacidicposneg4.561-1.283-1.8541.83315-1.011-1.247585-1.17799160.0714285714285714helix-1.35.630.0073307460112117166.910526315789166.909698569351166.066117054134457.82771232267612-5200-520000200200000002-2000-0.324974670719352-0.479069767441860.066767313281711-0.172378516624041-0.3246073298429320.789473684210526-0.969522240527183DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9148/150H:S5.117452939041492.3513585122013e-180.5855864183346248.7390225913969262.7783116073746679.194173788952.22248372659362.07661319929242e-7271.682644389866955.3332327668776812.9388341805011.42764749548143e-101lineageBOVdr_mutations_pyrazinamideASP0ERR3275354ERR3275354lineageBOVnlNetherlandspnca_p.his57aspAGHISHA57pnca_complex.pdb
136H57LL4PZAHH5757LNAMDRDMhydrophobichydrophobicbasicnon-polarposnon-polar4.561-1.924-0.06-1.11406-0.541-0.646880-1.17799160.0714285714285714helix-1.35.63NANANANANA2000000002002000000-2100-20-0.487335359675785-0.0155038759689922-0.214192878566485-0.0922421142369992-0.1675392670157070.715789473684211-0.969522240527183DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9148/150H:SNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideLEU0ERR751574ERR751574lineage4.3.4.2pepnca_p.his57leuAGHISHA57pnca_complex.pdb
137H57PL4PZAHH5757P1Pre-XDRDMhydrophobichydrophilicbasicnon-polarposnon-polar4.561-2.115-1.2260.15002-0.75-0.337885-1.17799160.0714285714285714helix-1.35.630.000287480235733738.85473684210531392277.50785055Inf13.990982235295922000000004202000034-342004-0.535714285714286-0.3167958656330750.00546405495378026-0.127877237851662-0.08638743455497380.821052631578947-0.969522240527183DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9148/150H:S14.14645145909520.930573112990219162.3718495990670.08712379328083010.0113995443355766NA1.589443971888170.00085282752075193.069138793404423.20302487654751Inf0.0001836895199759lineage4dr_mutations_pyrazinamidePRO0ERR2510509ERR2510509lineage4.1.2.1pkPakistanpnca_p.his57proAGHISHA57pnca_complex.pdb
138H57QL4PZAHH5757QNAMDROMhydrophobichydrophilicbasicneutralpospolar4.561-0.949-1.290.84932-0.454-0.36380-1.17799160.0714285714285714helix-1.35.63NANANANANA-20000000010-120000-20-2200-2-2-0.240374873353597-0.3333333333333330.0309340831445451-0.0774083546462063-0.07853403141361250.663157894736842-0.969522240527183DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9148/150H:SNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLN0ERR2707036ERR2707036lineage4.3.4.1cdDemocratic Republic of Congopnca_p.his57glnAGHISHA57pnca_complex.pdb
139H57RL4PZAHH5757RNAMDRDMhydrophobichydrophilicbasicbasicpospos4.561-0.281-1.1711.25273-0.843-0.287685-1.17799160.0714285714285714helix-1.35.630.0018686215322696254.9171270718233820001.12562827Inf120.509921037495-20-2800-2800002002000000-2300-20-0.0711752786220871-0.3025839793281650.0456271534611995-0.143734015345269-0.07329842931937170.8-0.969522240527183DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9148/150H:S15.15576127524980.885234541058947105.00277150340.14433677376562515316.7789338948204626892438073082.406399015315891.01650823124183e-2019.992889100283832.1173872780919Inf4.89215110948636e-28lineage4dr_mutations_pyrazinamideARG0SRR671861,BGI_GuangZ0016SRR671861lineage4.4.2cnChinapnca_p.his57argAGHISHA57pnca_complex.pdb
140H57YL2PZAHH5757YNAPre-XDRDMhydrophobichydrophobicbasicneutralpospolar4.561-1.1550.405-0.147464-0.4880.96380-1.17799160.0714285714285714helix-1.35.630.000215610176800329.1287878787879511969.848428296Inf9.2872640727157-10-600-6000000000000-40-200000-0.2925531914893620.344387755102041-0.028351918787972-0.08320545609548170.505617977528090.663157894736842-0.969522240527183DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-1.221-1.1529:9148/150H:S13.14602101249910.907969111549563113.7193447318710.1156005694852960.183926936278874NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage2dr_mutations_pyrazinamideTYR0SRR6280334SRR6280334lineage2.2.1.1cnChinapnca_p.his57tyrAGHISHA57pnca_complex.pdb
141F58LL2PZAFF5858L0Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar8.072-2.337-1.6390.155134-0.746-1.437485-1.10899430.179166666666667strand-0.44.410.0006468305304016.071503791069926.07150374077156.070368435967356.87801392972404102002000000000000-30-312060-0.591945288753799-0.4235142118863050.0056503179656029-0.127195225916454-0.374345549738220.778947368421053-0.912685337726524DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9148/150W:I:F1.803606307631370.00720618942243010.6711936233565442.687162459338921.6053008707495224.54609660159530.7832962705280470.00997945185934292.000893312520281.3055012094131930.61775961744650.0087262477054536lineage2dr_mutations_pyrazinamideLEU0ERR133844,0311P-sc-2012-02-09T18:55:55Z-1355177ERR133844lineage2.2.1ruRussia,Samarapnca_p.phe58leuABPHEFA58pnca_complex.pdb
142F58SL2PZAFF5858SNAMDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar8.072-0.806-2.7842.9435-1.022-37885-1.10899430.179166666666667strand-0.44.410.00014374011786684.850294365012624.850294327177344.849564479041120.08811926218633322820020000000-20000000260102-0.204154002026342-0.719379844961240.107208677219385-0.174254049445865-0.7853403141361260.821052631578947-0.912685337726524DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9148/150W:I:F1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673649122.6837603992180.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2dr_mutations_pyrazinamideSER0SRR5065526SRR5065526lineage2.2.1vnVietnampnca_p.phe58serABPHEFA58pnca_complex.pdb
143F58VL5PZAFF5858VNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar8.072-2.319-1.9271.56433-1.103-1.77185-1.10899430.179166666666667strand-0.44.417.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-292820020000002-20000-20-22408-2-0.587386018237082-0.4979328165374680.0569763037318162-0.188064791133845-0.4450261780104710.747368421052632-0.912685337726524DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9148/150W:I:F-8.987408781496410.940032862253633119.468044435491-0.0752285585987755NA4692673.510812660.384555509373631100188.5442222312680.999999999999997lineage5other_mutations_pyrazinamideVAL0ERR2707138ERR2707138lineage5cdDemocratic Republic of Congopnca_p.phe58valABPHEFA58pnca_complex.pdb
144S59FL4PZASS5959FNAMDRDMhydrophilichydrophobicneutralnon-polarpolarnon-polar11.829-0.598-0.9050.176045-1.083-0.745675-0.67177380.245161290322581loop0.5333333333333333.867.18700589334483e-059.70142977291842188179.926264404Inf0.763784339928386-14-200-2000020200000-30-1-2-20-4-2-0.151469098277609-0.2338501291989660.00641194210330786-0.184654731457801-0.1937172774869110.589473684210526-0.552718286655684DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7148/150T:G:A:S:Q:H:E:K:R:L:V12.14515383872520.919026337424193119.4680444361590.1016602715483075.01153666069521e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamidePHE0ERR2707143ERR2707143lineage4.3.3cdDemocratic Republic of Congopnca_p.ser59pheA-SERSA59pnca_complex.pdb
145S59PL4PZASS5959PNAMDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar11.829-1.097-0.5943.6058-1.13-0.166280-0.67177380.245161290322581loop0.5333333333333333.860.000431220353600658.33122629582811393450.94022764Inf23.54748863540800000000042200000-60-4-2-20-4-6-0.277862208713272-0.1534883720930230.131331084870956-0.192668371696505-0.04188481675392670.652631578947368-0.552718286655684DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7148/150T:G:A:S:Q:H:E:K:R:L:V14.14729391913270.915018435775139132.576060676520.1067107730229784.17896182039693NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage4dr_mutations_pyrazinamidePRO0SAMN02403622SRR1175510_SRR1175516lineage4.8zaSouth Africapnca_p.ser59proA-SERSA59pnca_complex.pdb
146S59YL2PZASS5959Y1Pre-XDROMhydrophilichydrophobicneutralneutralpolarpolar11.829-0.553-0.5420.447426-0.986-0.665875-0.67177380.245161290322581loop0.5333333333333333.867.18700589334483e-059.70142977291842188179.926264634Inf0.763784339928386-22-200-2000020200000-10-1000-2-2-0.140070921985815-0.1400516795865630.0162962288478209-0.168115942028985-0.1727748691099480.610526315789474-0.552718286655684DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.6158:7148/150T:G:A:S:Q:H:E:K:R:L:V12.14515383872640.919026337424234119.4680444362320.1016602715482565.0115366606273e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideTYR0SAMN10961392SRR8651662lineage2.2.1cnChina:Wenzhoupnca_p.ser59tyrA-SERSA59pnca_complex.pdb
147G60DL4PZAGG6060D0SensitiveOMhydrophobichydrophilicneutralacidicnon-polarneg14.9040.52-0.161-2.082670.187-0.13-38660.7222800.769230769230769loop-0.6333333333333333.267.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-290-800-80000-400-40000-10-1000-1-70.233183856502242-0.0416020671834625-0.4004210566792280.157939189189189-0.0340314136125654-0.4086021505376340.230769230769231StabilisingDestabilisingStabilisingStabilisingDestabilisingneutral0.3890.8424:2148/150H:E:Q:N:L:V:K:I:T:A:S:G:P:D-8.987408781496410.940032862253634119.468044435492-0.0752285585987745NA4692673.510814240.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideASP0ERS2286463ERR2503536lineage4.8fiFinlandpnca_p.gly60aspASGLYGA60pnca_complex.pdb
148T61PL4PZATT6161PNAMDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar14.618-0.472-0.2041.58134-0.1580.02-13571.323111300.755813953488372loop-0.93.487.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-290000000000000000002-20000-2-0.119554204660588-0.05271317829457360.0575958449580781-0.02693947144075020.0112359550561797-0.1397849462365590.424038461538462DestabilisingDestabilisingDestabilisingDestabilisingStabilisingneutral0.8421.7122:1124/150R:K:N:L:V:Q:H:E:D:P:T:A:G:S-8.987408781496440.940032862253633119.468044435491-0.0752285585987752NA4692673.510813450.384555509373631100188.5442222312680.999999999999997lineage4dr_mutations_pyrazinamidePRO0SAMN02403629SRR1175497_SRR1175498_SRR1175480_SRR1175526lineage4.1.2.1zaSouth Africapnca_p.thr61proASTHRTA61pnca_complex.pdb
149T61RL1PZATT6161RNAPre-MDROMhydrophobichydrophilicneutralbasicpolarpos14.618-0.010.174-0.362941-0.011-0.02-37661.323111300.755813953488372loop-0.93.48NANANANANA-8-400-4000000000000-10-1-10000-0.00253292806484290.147959183673469-0.0697802430208413-0.00187553282182438-0.0052356020942408-0.3978494623655910.424038461538462DestabilisingStabilisingStabilisingDestabilisingDestabilisingneutral0.8421.7122:1124/150R:K:N:L:V:Q:H:E:D:P:T:A:G:SNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideARG0ERR702404ERR702404lineage1ghGhanapnca_p.thr61argASTHRTA61pnca_complex.pdb
150P62LL4PZAPP6262L1MDRDMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar11.121-0.276-0.5041.77658-1.127-0.595475-0.59977340.213836477987421loop-1.933333333333333.990.000790570648267948.687209793161748.687204804147448.674687816262337.26191685724720-200-2000000000000-1-2-712042-0.0699088145896656-0.1302325581395350.0647069107438137-0.192156862745098-0.1544502617801050.568421052631579-0.49341021416804DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.4858:7125/150I:V:P:A:E3.885416260539880.00021180758772921.04883671410913.704500622711549.31977387255173893.7833722922711.687414886352111.95392414212297e-076.709092301055796.917816795682662088.849942205191.03281930722422e-09lineage4dr_mutations_pyrazinamideLEU0ERR1034715ERR1034715lineage4.1.2.1pePerupnca_p.pro62leuA-PROPA62pnca_complex.pdb
151P62QL4PZAPP6262QNAPre-MDRDMhydrophilichydrophilicnon-polarneutralnon-polarpolar11.1210.708-0.7631.97038-0.98-0.285075-0.59977340.213836477987421loop-1.933333333333333.99NANANANANA-600000000-30-1-20000-7-2-3-300000.317488789237668-0.1971576227390180.071765528595051-0.167092924126172-0.07329842931937170.526315789473684-0.49341021416804StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.4858:7125/150I:V:P:A:ENANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideGLN0SRR5065206SRR5065206lineage4.4.1.2vnVietnampnca_p.pro62glnA-PROPA62pnca_complex.pdb
152P62RL4PZAPP6262RNAXDRDMhydrophilichydrophilicnon-polarbasicnon-polarpos11.1210.023-0.1862.51854-1.078-0.186180-0.59977340.213836477987421loop-1.933333333333333.99NANANANANA-20-1400-14000000000000-7-2-1-5-20000.0103139013452914-0.04806201550387590.0917307089940923-0.183802216538789-0.04712041884816750.642105263157895-0.49341021416804StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.4858:7125/150I:V:P:A:ENANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideARG0ERR775322ERR775322lineage4.1.1pepnca_p.pro62argA-PROPA62pnca_complex.pdb
153P62SL2PZAPP6262S0XDRDMhydrophilichydrophilicnon-polarneutralnon-polarpolar11.1210.534-1.3421.54135-1.161-1.235075-0.59977340.213836477987421loop-1.933333333333333.990.00035935029466721.212258200168211.212259189825151.2122140741257.19297638498975e-25000000000-20-200000-3-2-10-40-400.239461883408072-0.3467700258397930.0561393221104466-0.197953964194373-0.3219895287958110.526315789473684-0.49341021416804StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.4858:7125/150I:V:P:A:E0.1924857177748760.8632684059787481.117705054157340.1722151269325650.06195508495527068.199056717423430.083595130527928100.024605377217271312.2606125933540.999999999999323lineage2dr_mutations_pyrazinamideSER0ERR2517004ERR2517004lineage2.2.1gbUKpnca_p.pro62serA-PROPA62pnca_complex.pdb
154P62TL3PZAPP6262T1Pre-XDROMhydrophilichydrophobicnon-polarneutralnon-polarpolar11.1210.522-1.0562.20908-1.242-0.585575-0.59977340.213836477987421loop-1.933333333333333.990.000215610176800329.1287878787879511969.848429208Inf9.287264072715700000000000000000-9-2-5-2-40-400.234080717488789-0.2728682170542640.0804595021816884-0.211764705882353-0.1518324607329840.578947368421053-0.49341021416804StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.779-0.4858:7125/150I:V:P:A:E13.14602101250090.907969111549634113.7193447319750.1156005694852070.183926936276724NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage3other_mutations_pyrazinamideTHR0ERR2510418ERR2510418lineage3pkPakistanpnca_p.pro62thrA-PROPA62pnca_complex.pdb
155D63AL2PZADD6363A1MDRDMhydrophilichydrophobicacidicnon-polarnegnon-polar10.737-0.769-0.7144.4472-0.7040.124071-0.74188840.435233160621762loop-2.133333333333333.620.000934310766134826.786951013513526.786950634070326.770803297851737.2159659891988212001200004046000030300021-0.194782168186423-0.1844961240310080.16197670437576-0.120034100596760.06741573033707860.421052631578947-0.610378912685338DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:E3.287914852295241.90630753051068e-050.7689965452610434.2755911877077.18677177005967173.1991510115811.427923283471451.9896368453757e-076.701226185118915.83859157504838247.4437980484561.05744462378296e-09lineage2dr_mutations_pyrazinamideALA0ERR1034857ERR1034857lineage2.2.1ptPortugalpnca_p.asp63alaA-ASPDA63pnca_complex.pdb
156D63EL2PZADD6363ENAXDROMhydrophilichydrophilicacidicacidicnegneg10.737-0.0139999999999999-0.2193.8992-0.860.023266-0.74188840.435233160621762loop-2.133333333333333.62NANANANANA-4600600004062000020200022-0.0035460992907801-0.05658914728682170.142017351524997-0.1466325660699060.01123595505617970.336842105263158-0.610378912685338DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:ENANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLU0ERR2515591ERR2515591lineage2.2.1zaSouth Africapnca_p.asp63gluA-ASPDA63pnca_complex.pdb
157D63GL2PZADD6363G1Pre-MDRDMhydrophilichydrophobicacidicneutralnegnon-polar10.737-0.799-1.1534.61622-0.964-0.663366-0.74188840.435233160621762loop-2.133333333333333.620.00057496047146754.855157894736844.855157858976144.854428453388924.011391124949254120012000040460000301000711-0.202380952380952-0.2979328165374680.168132780687505-0.164364876385337-0.1727748691099480.347368421052632-0.610378912685338DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:E1.580041615936870.02552372297753610.707465706146312.233382625065511.1472685066683120.54668643085950.6862033581776780.0333865346694671.476428655879130.90349568423798826.06271352548660.0451938468216249lineage2dr_mutations_pyrazinamideGLY0SRR6369875SRR6369875lineage2.2.1auAustraliapnca_p.asp63glyA-ASPDA63pnca_complex.pdb
158D63HL3PZADD6363H0XDRDMhydrophilichydrophobicacidicbasicnegpos10.737-0.456-0.0854.09043-0.7030.253566-0.74188840.435233160621762loop-2.133333333333333.620.00021561017680032.424936921783012.424939574258112.424737369475334.31445715363782e-25-460060000202600003030002-2-0.115501519756839-0.02196382428940560.148982364382025-0.1198635976129580.1404494382022470.368421052631579-0.610378912685338DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:E0.8858066062472840.4694062168248261.224427532119220.7234455147493630.11266293762038625.32705474713050.3847004460814330.4302589851681560.3662700514636120.041085444410624746.58814728670330.999999999999476lineage3dr_mutations_pyrazinamideHIS0ERR2510422ERR2510422lineage3pkPakistanpnca_p.asp63hisA-ASPDA63pnca_complex.pdb
159D63VL4PZADD6363VNAMDROMhydrophilichydrophobicacidicnon-polarnegnon-polar10.737-0.7220.02799999999999994.48687-0.842-0.124071-0.74188840.435233160621762loop-2.133333333333333.62NANANANANA012001200004046000010100000-0.1828774062816620.02380952380952380.163421572126837-0.143563512361466-0.0314136125654450.421052631578947-0.610378912685338DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamideVAL0SAMN02584627SRR1166318_SRR1169048lineage4.3.3mdMoldovapnca_p.asp63valA-ASPDA63pnca_complex.pdb
160D63YL2PZADD6363YNAXDROMhydrophilichydrophobicacidicneutralnegpolar10.737-0.4380.074.37717-0.530.233566-0.74188840.435233160621762loop-2.133333333333333.627.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-6120012000040460000202-20020-0.1109422492401210.05952380952380950.15942605933901-0.09036658141517480.1292134831460670.368421052631579-0.610378912685338DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.872-0.6748:7125/150W:D:M:G:N:F:Y:E-8.987408781496410.940032862253634119.468044435492-0.0752285585987744NA4692673.510814310.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideTYR0SAMN02360617SRR1049071_SRR1013674_SRR1013675_SRR1049070lineage2.2.2krSouth Koreapnca_p.asp63tyrA-ASPDA63pnca_complex.pdb
161Y64DL2PZAYY6464D0MDRDMhydrophobichydrophilicneutralacidicpolarneg8.4340.546-0.3922.59866-0.330.1769800.947111350.513307984790874loop-1.866666666666673.610.00028748023573374.851914177534714.851914140399824.851184435511781.1749709085569832-1800-1800000000000030-3460640.244843049327354-0.1012919896640830.0946488537940982-0.05626598465473150.09550561797752810.7263157894736840.303525641025641StabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.591.1833:1146/150E:Y:H:F:Q:N:R:K:S:G:A:T:P:W:D1.579373295212090.1143422970043041.00025364540071.578972796024540.58188909131151240.45629110752980.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561lineage2dr_mutations_pyrazinamideASP0ERS457793ERR552068_ERR552067lineage2.2.1uzNukuspnca_p.tyr64aspASTYRYA64pnca_complex.pdb
162S65PL2PZASS6565P0Pre-XDROMhydrophilichydrophilicneutralnon-polarpolarnon-polar8.268-0.499-0.0323.33753-0.186-0.192163-0.69788970.625806451612903loop-0.9666666666666673.790.00014374011786681.21195880622114.59700131334264e-0501.01056822389159e-250000000004040000004-4-200-2-2-0.126393110435664-0.00826873385012910.121560107518266-0.0317135549872123-0.04973821989528790.221052631578947-0.574135090609555DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.827-0.6158:7147/150L:V:R:K:I:E:Q:D:G:S:A:T-9.987521262450580.942832958100734139.277183325397-0.0717096729269463NA144471.7063148410.083487858662857910025.83865859621630.999999999999746lineage2other_mutations_pyrazinamidePRO0ERR552937,ERS458416,SAMEA2535014ERR552937lineage2.2.1uzNukuspnca_p.ser65proASSERSA65pnca_complex.pdb
163S66LL1PZASS6666L0SensitiveOMhydrophilichydrophobicneutralnon-polarpolarnon-polar9.005-0.6630.2011.224640.084-0.573266-0.09855710.458064516129032loop-0.83.870.00050309041253410.3461238215336581.69039306948873e-0500.489658927611485-100000000020040000-100-50000-0.1679331306990880.1709183673469390.04460405451671410.070945945945946-0.1492146596858640.336842105263158-0.0807248764415157DestabilisingStabilisingDestabilisingStabilisingDestabilisingeffect-0.332-0.0386:5147/150N:V:I:R:H:F:E:Q:D:T:G:M:S:A-10.98796437758280.928667766494711122.741582014466-0.0895211239520097NA1.02643587095793-0.4607685099095710.6113803017059260.21368855808332503.364429279647070.484079488471969lineage1other_mutations_pyrazinamideLEU0ERR2514260ERR2514260lineage1.1.2gbUKpnca_p.ser66leuASSERSA66pnca_complex.pdb
164S66PL4PZASS6666PNAPre-MDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar9.005-0.726-0.2481.91796-0.165-0.074671-0.09855710.458064516129032loop-0.83.877.18700589334483e-059.70142977291842188179.926264563Inf0.7637843399283860000000004024000024-2-400-20-0.183890577507599-0.06408268733850130.0698562780906038-0.0281329923273657-0.01832460732984290.484210526315789-0.0807248764415157DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5147/150N:V:I:R:H:F:E:Q:D:T:G:M:S:A12.14515383872610.919026337424221119.4680444362090.1016602715482735.01153666064915e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamidePRO0ERR1213862ERR1213862lineage4krSouth Koreapnca_p.ser66proASSERSA66pnca_complex.pdb
165S67LL4PZASS6767LNAXDROMhydrophilichydrophobicneutralnon-polarpolarnon-polar8.658-1.5440.610.0243891-0.2070.223366-0.35566150.0967741935483871loop-0.8333333333333335.15NANANANANA-80000000020040000-50-2-5000-2-0.3910840932117530.5187074829931970.000888304110606866-0.03529411764705880.1235955056179770.347368421052632-0.292421746293245DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.553-0.2447:6148/150N:L:V:I:F:Q:W:T:A:M:S:PNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideLEU0ERR779901ERR779901lineage4.3.4.2pepnca_p.ser67leuA-SERSA67pnca_complex.pdb
166S67PL2PZASS6767P1MDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar8.658-1.699-0.2283.29311-0.8604071-0.35566150.0967741935483871loop-0.8333333333333335.150.000934310766134858.474017743979758.473941530630858.454757472537846.751483019516700000000020240000-22-2-4000-4-0.430344478216819-0.05891472868217050.119942234427698-0.14663256606990600.421052631578947-0.292421746293245DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.553-0.2447:6148/150N:L:V:I:F:Q:W:T:A:M:S:P4.068581211077369.19336449861209e-051.040304983646523.9109504184205511.51666355995361065.613323976341.766962935193426.68324361543955e-098.175012707825478.640865298701952465.746472737728.05839318437163e-12lineage2dr_mutations_pyrazinamidePRO0ERR2517333ERR2517333lineage2.2.1nlNetherlandspnca_p.ser67proA-SERSA67pnca_complex.pdb
167S67TL1PZASS6767TNAPre-MDROMhydrophilichydrophobicneutralneutralpolarpolar8.658-1.302-0.129-0.265321-0.27-0.1-4772-0.35566150.0967741935483871loop-0.8333333333333335.15NANANANANA00000000000000000-80-6-2000-4-0.329787234042553-0.0333333333333333-0.0510114973467661-0.0460358056265985-0.0261780104712041-0.505376344086022-0.292421746293245DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.553-0.2447:6148/150N:L:V:I:F:Q:W:T:A:M:S:PNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideTHR0ERR702404ERR702404lineage1ghGhanapnca_p.ser67thrA-SERSA67pnca_complex.pdb
168S67WL2PZASS6767WNAPre-XDROMhydrophilichydrophobicneutralnon-polarpolarnon-polar8.658-0.833-0.8320.201358-0.082-0.653966-0.35566150.0967741935483871loop-0.8333333333333335.157.18700589334483e-059.70142977291842188179.926264541Inf0.763784339928386-10-400-4000000020000-40-4-4000-6-0.210992907801418-0.2149870801033590.00733389666300016-0.0139812446717818-0.1701570680628270.410526315789474-0.292421746293245DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.2447:6148/150N:L:V:I:F:Q:W:T:A:M:S:P12.1451538387260.919026337424218119.4680444362040.1016602715482765.01153666065335e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideTRP0ERR2515719ERR2515719lineage2.2.1zaSouth Africapnca_p.ser67trpA-SERSA67pnca_complex.pdb
169W68CL4PZAWW6868C1Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar4.974-1.575-1.4532.68091-1.561-1.467885-1.14699450.157894736842105strand-1.15.490.000431220353600624.292333614153324.292333424159924.283309692289714.197744269107446000000000000000040042004-0.398936170212766-0.3754521963824290.0976445778305495-0.26615515771526-0.3821989528795810.821052631578947-0.943986820428336DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9150/150F:W3.190160803618720.00359542813005951.095659689549342.911634729329953.91551977432164465.5310632205211.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage4dr_mutations_pyrazinamideCYS0ERS2592795ERR2677450lineage4.6deGermanypnca_p.trp68cysABTRPWA68pnca_complex.pdb
170W68GL2PZAWW6868GNAXDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar4.974-2.125-2.5724.03792-1.882-3.088691-1.14699450.157894736842105strand-1.15.490.001365531119735587.933926302414287.933926082099587.899840032481175.5173867602406520000000000000000400440521-0.538247213779129-0.6645994832041340.147069835881672-0.320886615515772-0.8062827225130890.905263157894737-0.943986820428336DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9150/150F:W4.476585692480551.32290566590749e-051.027616235926834.3562815922648818.15652851721871582.532380905381.944156465099462.3565519928076e-1312.627722973922413.87020724484973588.357343871193.62203368500016e-18lineage2dr_mutations_pyrazinamideGLY0SAMN02419585SRR1159293_SRR1180989_SRR1181094_SRR1162491lineage2.2.1byBelaruspnca_p.trp68glyABTRPWA68pnca_complex.pdb
171W68LL2PZAWW6868LNAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar4.974-2.242-1.6220.192132-1.096-1.358491-1.14699450.157894736842105strand-1.15.49NANANANANA300000000000000000-30-1-30002-0.567882472137791-0.4191214470284240.00699786566044333-0.186871270247229-0.3534031413612570.884210526315789-0.943986820428336DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9150/150F:WNANANANANANANANANANANANAlineage2dr_mutations_pyrazinamideLEU0BGI_SH415,SRR671826SRR671826lineage2.2.1cnChinapnca_p.trp68leuABTRPWA68pnca_complex.pdb
172W68RL2;L4PZAWW6868RNAPre-MDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos4.974-0.576-1.6080.0790982-1.263-1.58991-1.14699450.157894736842105strand-1.15.490.0020123616501365132.405612244898132.40553086776132.608758225219119.023328875182-18-3200-320000-20-200000-10-43200-2-0.145896656534954-0.4155038759689920.00288092861981803-0.215345268542199-0.3926701570680630.936842105263158-0.943986820428336DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9150/150F:W4.885869416556081.59295080619135e-061.018057650997344.7992070112823728.21262252033422362.85447328382.121906393829764.03470202806197e-2019.394188533394721.7935654751715246.533794704471.03505008297772e-27lineage2;lineage4dr_mutations_pyrazinamideARG0SRS797298SRR1723828lineage4;lineage2.2.1cnChina:Hubeipnca_p.trp68argABTRPWA68pnca_complex.pdb
173W68SL2PZAWW6868SNAXDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar4.974-1.036-2.6732.64788-1.343-3.098691-1.14699450.157894736842105strand-1.15.497.18700589334483e-059.70142977291842188179.926264399Inf0.7637843399283864800000000-20-20000000004024-0.26241134751773-0.6906976744186050.0964415533329934-0.228985507246377-0.8089005235602090.905263157894737-0.943986820428336DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9150/150F:W12.14515383872520.919026337424192119.4680444361570.1016602715483095.01153666069715e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideSER0SAMN02360558SRR1048856_SRR1048857_SRR1013557_SRR1013558lineage2.2.2krSouth Koreapnca_p.trp68serABTRPWA68pnca_complex.pdb
174P69LL2PZAPP6969L1Pre-XDRDMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar7.994-1.7740.0462.773-1.421-0.287185-1.19899230.144654088050314loop-1.366666666666674.650.000431220353600624.292333614153324.292333424160124.283309692289714.1977442691074-120000000000000000-10-10-40-20-0.4493414387031410.03911564625850340.100998696086073-0.24228473998295-0.07329842931937170.747368421052632-0.986820428336079DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150P3.190160803618730.00359542813005941.095659689549342.911634729329963.91551977432241465.5310632203381.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage2dr_mutations_pyrazinamideLEU0ERS2592804ERR2677460lineage2.2.1deGermanypnca_p.pro69leuA-PROPA69pnca_complex.pdb
175P69QL3PZAPP6969Q0Pre-MDROMhydrophilichydrophilicnon-polarneutralnon-polarpolar7.994-0.293-1.592.83344-1.339-0.947185-1.19899230.144654088050314loop-1.366666666666674.657.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-1200000000-20-200000-60-2-5-80-2-2-0.0742147922998986-0.4108527131782950.103200052447934-0.228303495311168-0.2460732984293190.747368421052632-0.986820428336079DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150P-8.987408781496410.940032862253634119.468044435492-0.0752285585987744NA4692673.510814310.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideGLN0ERR3335782ERR3335782lineage3pkPakistanpnca_p.pro69glnA-PROPA69pnca_complex.pdb
176P69RL2PZAPP6969RNAXDRDMhydrophilichydrophilicnon-polarbasicnon-polarpos7.994-0.966-1.2582.33826-1.319-1.247785-1.19899230.144654088050314loop-1.366666666666674.657.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-46-1400-140000-20-200000-80-2-7-600-2-0.24468085106383-0.3250645994832040.0851645189723119-0.224893435635124-0.3246073298429320.810526315789474-0.986820428336079DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150P-8.987408781496420.940032862253634119.468044435493-0.0752285585987743NA4692673.510813030.384555509373631100188.5442222312680.999999999999997lineage2dr_mutations_pyrazinamideARG0SAMN02628504SRR1173192_SRR1173793lineage2.2.1irIranpnca_p.pro69argA-PROPA69pnca_complex.pdb
177P69SL4PZAPP6969SNAPre-XDROMhydrophilichydrophilicnon-polarneutralnon-polarpolar7.994-0.353-2.4773.28838-1.447-1.937385-1.19899230.144654088050314loop-1.366666666666674.650.00014374011786681.21195880622114.59700131334263e-0501.01056822389159e-25000000000000-20000-10-102022-0.0894123606889564-0.6400516795865630.119769957531742-0.246717817561807-0.5052356020942410.768421052631579-0.986820428336079DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150P-9.987521262450590.942832958100734139.277183325398-0.0717096729269462NA144471.7063148450.083487858662857910025.83865859621630.999999999999746lineage4other_mutations_pyrazinamideSER0ERR2707003ERR2707003lineage4.4.1.2cdDemocratic Republic of Congopnca_p.pro69serA-PROPA69pnca_complex.pdb
178P69TL4PZAPP6969TNAPre-MDROMhydrophilichydrophobicnon-polarneutralnon-polarpolar7.994-0.377-1.9052.75187-1.735-1.087285-1.19899230.144654088050314loop-1.366666666666674.657.18700589334483e-059.70142977291842188179.926264408Inf0.763784339928386000000000-20-200000-10-100020-0.0954913880445795-0.4922480620155040.100229095491663-0.295822676896846-0.2827225130890050.757894736842105-0.986820428336079DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150P12.14515383872520.919026337424193119.468044436160.1016602715483075.01153666069443e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideTHR0ERR1213868ERR1213868lineage4.1.2.1brBrazilpnca_p.pro69thrA-PROPA69pnca_complex.pdb
179H71DL2PZAHH7171DNAPre-XDRDMhydrophobichydrophilicbasicacidicposneg4.184-2.498-2.6855.74525-1.66-2.68291-1.2099950.0223214285714285loop-0.7666666666666676.257.18700589334483e-059.70142977291842188179.926264626Inf0.76378433992838618-2400-24000040220000-30-740000-0.632725430597771-0.6937984496124030.209254510886589-0.283034953111679-0.6806282722513090.863157894736842-0.995881383855025DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150H12.14515383872640.919026337424233119.4680444362310.1016602715482575.01153666062825e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideASP0SRS797287SRR1723816lineage2.2.1cnChina:Guangdongpnca_p.his71aspA-HISHA71pnca_complex.pdb
180H71NL4PZAHH7171NNAMDRDMhydrophobichydrophilicbasicneutralpospolar4.184-1.335-2.6710.64378-1.764-2.67085-1.2099950.0223214285714285loop-0.7666666666666676.25NANANANANA1660060000-202-4000010-250000-0.338145896656535-0.6901808785529720.0234478689384392-0.30076726342711-0.6806282722513090.736842105263158-0.995881383855025DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150HNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideASN0SAMN02567731SRR1166325lineage4.3.3roRomaniapnca_p.his71asnA-HISHA71pnca_complex.pdb
181H71PL4PZAHH7171PNAMDROMhydrophobichydrophilicbasicnon-polarposnon-polar4.184-2.885-2.3623.26218-1.555-2.448491-1.2099950.0223214285714285loop-0.7666666666666676.250.00014374011786684.850294365012624.850294327177344.849564479041120.0881192621863332328008000020200000-20-420000-0.730749746707194-0.6103359173126610.118815696501286-0.265132139812447-0.6387434554973820.884210526315789-0.995881383855025DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150H1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673778122.6837603992450.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage4other_mutations_pyrazinamidePRO03033ERR2433011lineage4.3.4.2.1brMomazbiquepnca_p.his71proA-HISHA71pnca_complex.pdb
182H71QL2PZAHH7171QNAXDRDMhydrophobichydrophilicbasicneutralpospolar4.184-1.733-2.2941.12335-1.091-1.866780-1.2099950.0223214285714285loop-0.7666666666666676.250.000143740117866819.411022297013511754.463553472Inf4.73122070382274-460060000002-20000-50-5-10002-0.438956433637285-0.5927648578811370.040914852235229-0.186018755328218-0.4869109947643980.705263157894737-0.995881383855025DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150H13.14560022562220.924803768447052139.2771833266850.09438444913685740.0001628371344425NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideGLN0SAMN02360618SRR1049072_SRR1013676_SRR1049073_SRR1013677lineage2.2.1krSouth Koreapnca_p.his71glnA-HISHA71pnca_complex.pdb
183H71RL4PZAHH7171RNAPre-XDRDMhydrophobichydrophilicbasicbasicpospos4.184-0.831-1.93-1.52387-1.26-1.587785-1.2099950.0223214285714285loop-0.7666666666666676.250.00050309041253411.940260832982751.940266611700371.940036143338640.0926662555126122-36-200-20000002-20000-10-11-40-40-0.21048632218845-0.498708010335917-0.292984311312774-0.214833759590793-0.4136125654450260.810526315789474-0.995881383855025DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150H0.6628253923443090.4280260664779850.8362946538072020.7925739921053180.277764022894949.007532899546530.2878601168944810.3423358951946440.4655475610793440.18463793351318711.86046639662970.760814539944039lineage4dr_mutations_pyrazinamideARG0ERR3335745ERR3335745lineage4.5pkPakistanpnca_p.his71argA-HISHA71pnca_complex.pdb
184H71YL4PZAHH7171YNAPre-XDRDMhydrophobichydrophobicbasicneutralpospolar4.184-1.955-0.461-1.77532-0.84-0.236180-1.2099950.0223214285714285loop-0.7666666666666676.250.001796751473336225.673346055979625.673345933926325.663862329945974.4270249019608-26-600-60000-202-40000-80-3-5-120-12-6-0.495187436676798-0.119121447028424-0.34132892409444-0.143222506393862-0.06020942408376960.642105263157895-0.995881383855025DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150H3.245453330523252.7826871320661e-090.5460113778397365.943929856120779.7635244050387188.069988116481.409482474785454.51976315688199e-1312.34488432234668.64707452935555102.963884028376.29217184975434e-18lineage4dr_mutations_pyrazinamideTYR0ERR2516045ERR2516045lineage4.1.2.1zaSouth Africapnca_p.his71tyrA-HISHA71pnca_complex.pdb
185C72GLBOVPZACC7272GNAOtherOMhydrophobichydrophobicneutralneutralnon-polarnon-polar7.053-0.725-1.7591.3326-1.459-1.555475-1.1049900loop1.166666666666677.01NANANANANA100000000000000000-200-200317-0.183637284701114-0.4545219638242890.0485361927170215-0.248763853367434-0.4057591623036650.568421052631579-0.909390444810544DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9150/150G:A:CNANANANANANANANANANANANAlineageBOVother_mutations_pyrazinamideGLY0ERR553338ERR553338lineageBOVcgCongopnca_p.cys72glyASCYSCA72pnca_complex.pdb
186C72RL2PZACC7272R1Pre-XDRDMhydrophobichydrophilicneutralbasicnon-polarpos7.0530.152-1.6397.93343-2.368-1.288791-1.1049900loop1.166666666666677.010.00021561017680039.704669751787979.704658986530549.701949905893832.29168245016684-68-3200-320000-60-6-20000-160-5-13-200-8-120.0681614349775784-0.4235142118863050.288952789574516-0.403751065643649-0.3350785340314140.91578947368421-0.909390444810544StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9150/150G:A:C2.272606078088170.06344559022608931.224427601584961.85605590330240.929172866365108208.8816030051610.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2dr_mutations_pyrazinamideARG00180X-sc-2011-09-07T13:18:50Z-1276428,ERR067581ERR067581lineage2.2.1ruRussia,Samarapnca_p.cys72argASCYSCA72pnca_complex.pdb
187C72WL4PZACC7272W1MDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar7.0530.265-1.72527.4558-1.622-1.138591-1.1049900loop1.166666666666677.010.000143740117866819.411022297013511754.463552333Inf4.73122070382274-4600000000-200-20000-120-12-6-160-14-80.118834080717489-0.4457364341085271-0.276555839727195-0.2958115183246070.894736842105263-0.909390444810544StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9150/150G:A:C13.145600225620.924803768446981139.2771833265280.09438444913694780.0001628371344461NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideTRP0SAMN10961405SRR8651625lineage4.4.2cnChina:Wenzhoupnca_p.cys72trpASCYSCA72pnca_complex.pdb
188C72YL4PZACC7272YNAPre-XDRDMhydrophobichydrophobicneutralneutralnon-polarpolar7.0530.154-1.56415.4245-1.249-1.058391-1.1049900loop1.166666666666677.017.18700589334483e-059.70142977291842188179.92626441Inf0.763784339928386-46-1200-120000-20-200000-150-4-13-180-16-140.0690582959641255-0.4041343669250650.561793865048551-0.212958226768968-0.2748691099476440.873684210526316-0.909390444810544StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0629:9150/150G:A:C12.14515383872530.919026337424193119.468044436160.1016602715483075.0115366606943e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideTYR0ERR1035034ERR1035034lineage4.3.4.2.1zaSouth Africapnca_p.cys72tyrASCYSCA72pnca_complex.pdb
189V73DL2PZAVV7373DNAMDROMhydrophobichydrophilicnon-polaracidicnon-polarneg10.7681.153-1.1481.11169-2.613-1.378791-0.74388460.264367816091954strand1.966666666666674.66NANANANANA-6-5000-50000000000000-20-42202-20.517040358744395-0.2966408268733850.0404901696544992-0.445524296675192-0.3586387434554970.91578947368421-0.612026359143328StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7150/150I:R:K:L:V:E:T:MNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideASP0BGI_SH337,SRR671818SRR671818lineage2.2.1cnChinapnca_p.val73aspABVALVA73pnca_complex.pdb
190T76IL2PZATT7676INAPre-XDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar14.032-0.3190.311-0.781308-0.733-0.736980-0.54877560.325581395348837loop-0.93.940.000215610176800329.1287878787879511969.848429101Inf9.2872640727157-100000000020200000-60-60000-4-0.08080040526849030.264455782312925-0.150216873029301-0.124978687127025-0.191099476439790.726315789473684-0.451400329489292DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect-0.674-0.4857:7150/150Q:T:S:D13.14602101250070.907969111549626113.7193447319630.1156005694852170.183926936276972NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage2dr_mutations_pyrazinamideILE0SAMN03653232,SRS935975SRR2024927lineage2.2.1cnChinapnca_p.thr76ileASTHRTA76pnca_complex.pdb
191T76PL4PZATT7676PNAMDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar14.032-0.382-0.5191.15155-1.623-0.097885-0.54877560.325581395348837loop-0.93.940.001724881414402724.440440864773224.440440727614524.431269365399469.803127714028600000000020200000-42-6-24020-0.096757852077001-0.1341085271317830.0419419576191552-0.276726342710997-0.02356020942408370.821052631578947-0.451400329489292DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4857:7150/150Q:T:S:D3.196239167185585.52153426461584e-090.5481798598753245.830639542124969.2391074312634784.08611534167491.388109035588992.23953024381857e-1211.64984306823398.1727993994952898.4075800198276.55288933297668e-17lineage4dr_mutations_pyrazinamidePRO0ERR1035324ERR1035324lineage4.6brBrazilpnca_p.thr76proASTHRTA76pnca_complex.pdb
192P77LL1PZAPP7777L0SensitiveOMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar13.2350.0670.5440.65747-0.447-0.218593.11311940.591194968553459helix-0.93.757.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-100000000000000000-5-2-3-1000-20.03004484304932730.4625850340136060.023946488537941-0.0762148337595908-0.05235602094240830.1894736842105260.99775641025641StabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect1.7123.1251:1150/150T:W:Q:E:F:R:L:V:N:P:G:S:A:D:Y:H:K-8.987408781496390.940032862253632119.468044435489-0.075228558598776NA4692673.510810010.384555509373631100188.5442222312680.999999999999997lineage1other_mutations_pyrazinamideLEU0SRR2100651,SAMN03647824SRR2100651lineage1.1.2pnca_p.pro77leuAGPROPA77pnca_complex.pdb
193G78AL2PZAGG7878ANAXDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar9.84-0.9120.3351.30582-1.378-0.016780-0.8828880.0769230769230769helix-0.06666666666666674.83NANANANANA-40000000000000000-200-2-20-7-16-0.2310030395136780.2848639455782310.047560806824059-0.234953111679454-0.00261780104712040.705263157894737-0.726523887973641DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150G:E:N:DNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideALA0BGI_FJ05195,SRR671759SRR671759lineage2.2.1cnChinapnca_p.gly78alaAGGLYGA78pnca_complex.pdb
194G78CL1PZAGG7878C1MDRDMhydrophobichydrophobicneutralneutralnon-polarnon-polar9.84-0.281-1.0382.40156-1.186-0.687085-0.8828880.0769230769230769helix-0.06666666666666674.830.00021561017680039.704669751787979.704658986530489.701949905893832.29168245016684-1000000000-20-200000-50-1-4-40-9-19-0.0711752786220871-0.2682170542635660.0874700427596355-0.202216538789429-0.1780104712041890.736842105263158-0.726523887973641DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150G:E:N:D2.272606078088160.06344559022609011.224427601584961.85605590330240.929172866365334208.8816030049810.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage1dr_mutations_pyrazinamideCYS0SAMN03647573,SRR2100400SRR2100400lineage1.2.2pnca_p.gly78cysAGGLYGA78pnca_complex.pdb
195G78RL4PZAGG7878RNAPre-MDROMhydrophobichydrophilicneutralbasicnon-polarpos9.84-0.84-0.2721.06499-1.34-0.138491-0.8828880.0769230769230769helix-0.06666666666666674.83NANANANANA-42-2000-200000002-40000-90-5-7-60-11-13-0.212765957446809-0.07028423772609820.0387892540009761-0.22847399829497-0.03403141361256540.884210526315789-0.726523887973641DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150G:E:N:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideARG0ERR2707074ERR2707074lineage4.6.1.2cdDemocratic Republic of Congopnca_p.gly78argAGGLYGA78pnca_complex.pdb
196G78SL2PZAGG7878S1MDRDMhydrophobichydrophilicneutralneutralnon-polarpolar9.840.215-0.8590.982763-1.528-0.46580-0.8828880.0769230769230769helix-0.06666666666666674.830.00021561017680039.704669751787979.70465898653059.701949905893832.29168245016684-6-200-20000002-20000-100-8-2-20-5-190.0964125560538116-0.2219638242894060.0357943676745897-0.260528559249787-0.1047120418848170.684210526315789-0.726523887973641StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150G:E:N:D2.272606078088170.06344559022608981.224427601584961.85605590330240.929172866365337208.8816030049810.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2dr_mutations_pyrazinamideSER0ERR228039,2180W-sc-2012-10-11T13:38:26Z-1494203ERR228039lineage2.2.1ruRussia,Samarapnca_p.gly78serAGGLYGA78pnca_complex.pdb
197G78VL4PZAGG7878VNAMDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar9.84-0.8420.1142.8237-1.939-0.827785-0.8828880.0769230769230769helix-0.06666666666666674.830.000143740117866819.411022297013511754.463553282Inf4.73122070382274-8-200-2000020200000-170-11-10-80-9-21-0.2132725430597770.0969387755102040.102845300446536-0.330605285592498-0.2146596858638740.810526315789474-0.726523887973641DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150G:E:N:D13.14560022562190.924803768447042139.2771833266620.09438444913687020.0001628371344429NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideVAL0ERR1199111ERR1199111lineage4.6.1.2cdDemocratic Republic of the Congopnca_p.gly78valAGGLYGA78pnca_complex.pdb
198A79TL4PZAAA7979T0SensitiveOMhydrophobichydrophobicnon-polarneutralnon-polarpolar10.663-0.176-1.881-0.0668707-2.659-1.586980-0.8868810.0077519379844961helix-0.75.80.00014374011786681.21195880622114.59700131334282e-0501.01056822389159e-25000000000-20-200000-10-10-20-2-5-0.044579533941236-0.486046511627907-0.0128567830500654-0.453367433930094-0.4136125654450260.726315789473684-0.729818780889621DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150Q:G:S:E:A:C:V-9.987521262450550.942832958100734139.277183325396-0.0717096729269465NA144471.706314810.083487858662857910025.83865859621630.999999999999746lineage4other_mutations_pyrazinamideTHR0ERR2512531ERR2512531lineage4.6gbUKpnca_p.ala79thrAGALAAA79pnca_complex.pdb
199A79VL3PZAAA7979V0SensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.663-1.403-0.186-0.825109-1.839-0.642563-0.8868810.0077519379844961helix-0.75.80.00035935029466720.4846574190836491.69068633684892e-0500.17777726389981400000000000000000-10-10-20-2-5-0.355369807497467-0.0480620155038759-0.158638198877182-0.313554987212276-0.1675392670157070.263157894736842-0.729818780889621DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8150/150Q:G:S:E:A:C:V-10.98779090199960.939691219428539145.229797681911-0.0756579646696576NA60.3389082676172-0.3145651347425670.5961118750587110.22467222656659405.292243504333850.673290424524484lineage3other_mutations_pyrazinamideVAL0ERR2512680ERR2512680lineage3gbUKpnca_p.ala79valAGALAAA79pnca_complex.pdb
200F81CL2PZAFF8181C1XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar11.313-1.003-1.5922.56753-1.315-1.855575-0.08255400.166666666666667strand-1.34.567.18700589334483e-059.70142977291842188179.926264665Inf0.7637843399283862640040000-20-2000002020100106-0.254052684903749-0.4113695090439280.0935150314323385-0.224211423699915-0.4842931937172780.578947368421053-0.0675453047775947DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.3320.0836:5150/150F:M:Y:P:V:L:I12.14515383872660.919026337424239119.4680444362410.1016602715482495.01153666061863e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideCYS0ERR234657,2531C-sc-2012-10-11T13:40:33Z-1494335ERR234657lineage2.2.1ruRussia,Samarapnca_p.phe81cysABPHEFA81pnca_complex.pdb
201F81SL2PZAFF8181S0XDROMhydrophobichydrophilicnon-polarneutralnon-polarpolar11.313-0.596-2.5842.44385-1.725-2.583166-0.08255400.166666666666667strand-1.34.560.00014374011786681.21195880622114.59700131334266e-0501.01056822389159e-253240040000-20-2000006024120108-0.15096251266464-0.6677002583979330.0890103366137574-0.294117647058824-0.6753926701570680.326315789473684-0.0675453047775947DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.3320.0836:5150/150F:M:Y:P:V:L:I-9.987521262450580.942832958100734139.277183325397-0.0717096729269465NA144471.706314830.083487858662857910025.83865859621630.999999999999746lineage2other_mutations_pyrazinamideSER00190H-sc-2011-08-25T12:38:23Z-1262321,ERR067722ERR067722lineage2.2.1ruRussia,Samarapnca_p.phe81serABPHEFA81pnca_complex.pdb
202F81VL4PZAFF8181V1Pre-MDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar11.313-1.967-1.5632.08972-1.962-1.925675-0.08255400.166666666666667strand-1.34.560.00035935029466721.212258200168211.212259189825151.2122140741257.19297638498975e-25324004000000000000402210086-0.49822695035461-0.4038759689922480.0761121511666023-0.334526854219949-0.502617801047120.589473684210526-0.0675453047775947DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.3320.0836:5150/150F:M:Y:P:V:L:I0.1924857177748760.8632684059787481.117705054157340.1722151269325650.06195508495527118.19905671742330.083595130527928100.024605377217271312.2606125933540.999999999999323lineage4dr_mutations_pyrazinamideVAL0SRR2101519,SAMN03648766SRR2101519lineage4.4.1.1pnca_p.phe81valABPHEFA81pnca_complex.pdb
203H82DL4PZAHH8282DNAMDRDMhydrophobichydrophilicbasicacidicposneg11.7360.013-0.1981.78228-1.4130.36380-0.68488330.147321428571428loop-0.6666666666666674.730.00014374011786684.850294365012624.850294327177354.849564479041120.088119262186333226-2000-200000-20-200000-1010404-20.005829596412556-0.05116279069767440.064914517151203-0.2409207161125320.1685393258426970.663157894736842-0.563426688632619StabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.827-0.6158:7150/150D:P:S:A:I:R:V:H1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673665122.6837603992450.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage4dr_mutations_pyrazinamideASP0ERR751365ERR751365lineage4.3.3pepnca_p.his82aspA-HISHA82pnca_complex.pdb
204H82RL4PZAHH8282RNAMDRDMhydrophobichydrophilicbasicbasicpospos11.736-0.111-0.663-0.0040868-0.923-0.055275-0.68488330.147321428571428loop-0.6666666666666674.730.000431220353600624.292333614153324.292333424160124.283309692289714.1977442691074-34-1800-180000002-20000-502-5202-2-0.0281155015197568-0.171317829457364-0.000785741751903407-0.157374254049446-0.0130890052356020.547368421052632-0.563426688632619DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.827-0.6158:7150/150D:P:S:A:I:R:V:H3.190160803618730.00359542813005941.095659689549342.911634729329963.915519774324465.5310632202311.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage4dr_mutations_pyrazinamideARG0ERR2706933ERR2706933lineage4.3.4.1cdDemocratic Republic of Congopnca_p.his82argA-HISHA82pnca_complex.pdb
205H82YLBOVPZAHH8282YNAOtherDMhydrophobichydrophobicbasicneutralpospolar11.736-0.9730.591-0.667302-0.8191.236280-0.68488330.147321428571428loop-0.6666666666666674.73NANANANANA-26-400-4000000000000-400-6-20-2-4-0.246453900709220.502551020408163-0.128297700530647-0.1396419437340150.6910112359550560.652631578947368-0.563426688632619DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-0.827-0.6158:7150/150D:P:S:A:I:R:V:HNANANANANANANANANANANANAlineageBOVdr_mutations_pyrazinamideTYR0SRR5657460SRR5657460lineageBOVmxpnca_p.his82tyrA-HISHA82pnca_complex.pdb
206L85PL2PZALL8585PNAPre-MDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar12.428-1.426-1.8918.82868-1.285-1.328591-0.7348890.044776119402985loop-0.1666666666666675.610.000503090412534129.163084702907729.163073243518929.129332597831518.671749380858318000000000000000010-1-240-28-0.361195542046606-0.4886304909560720.321559743296498-0.219096334185848-0.3455497382198950.894736842105263-0.604612850082372DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7150/150F:V:L:I3.372903294025980.0017890770828181.079957687620313.123180965967474.97876379054104550.8943235188341.464833459241180.00014852956210033.8281870993483.534437535566361331.568731999381.55265977742841e-05lineage2dr_mutations_pyrazinamidePRO0SRS797068SRR1723570lineage2.2.1cnChina:InnerMongoliapnca_p.leu85proASLEULA85pnca_complex.pdb
207L85RL2PZALL8585R0MDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos12.428-0.808-1.3712.99904-1.503-0.828491-0.7348890.044776119402985loop-0.1666666666666675.610.000934310766134826.786951013513526.786950634070326.770803297851737.2159659891988-50-3200-32000000000000-301-5-80-6-6-0.204660587639311-0.3542635658914730.109231564915246-0.256265984654731-0.2146596858638740.884210526315789-0.604612850082372DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7150/150F:V:L:I3.287914852295241.90630753051074e-050.7689965452610444.275591187706997.18677177006371173.1991510115951.427923283471451.9896368453757e-076.701226185118915.83859157504838247.4437980484561.05744462378296e-09lineage2dr_mutations_pyrazinamideARG0ERR2516799ERR2516799lineage2.2.1gbUKpnca_p.leu85argASLEULA85pnca_complex.pdb
208D86GL4PZADD8686G0OtherOMhydrophilichydrophobicacidicneutralnegnon-polar17.129-1.107-0.0942.19531-0.7960.2415591.3111970.50259067357513loop-0.1333333333333333.887.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-294140014000040220000301220313-0.280395136778116-0.02428940568475450.0799579688080478-0.1357203751065640.1348314606741570.1578947368421050.419871794871795DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.8421.7122:1150/150D:P:A:G:S:T:K:R:N:L:V:Q:E:F:H-8.987408781496420.940032862253633119.468044435491-0.0752285585987753NA4692673.510811350.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideGLY0ERR2513489ERR2513489lineage4.1.2gbUKpnca_p.asp86glyA-ASPDA86pnca_complex.pdb
209T87ML4PZATT8787M0Pre-MDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar17.594-0.692-0.4-1.95982-0.061-0.37-47721.00311860.5loop-1.666666666666673.720.00079057064826790.2201841873973026.21642915145485e-0601.2237252074576-220000000020200000-50-1-4-20-20-0.175278622087133-0.103359173126615-0.376801507344459-0.0104006820119352-0.0968586387434555-0.5053763440860220.321474358974359DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral0.591.1833:1150/150I:R:L:V:N:Q:F:E:W:T:K:H:Y:D:P:G:M:A:S-11.98831490747270.940801856882948161.432542873449-0.0742620706710335NA0.975080220739854-0.6572138732510970.230011039752550.63825131881478901.931600313516990.268630815579749lineage4other_mutations_pyrazinamideMET01322-04,ERS458560ERR553130_ERR553131lineage4.8pnca_p.thr87metA-THRTA87pnca_complex.pdb
210I90SL4PZAII9090S1XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar14.8780.447-2.2864.11572-2.665-1.9338660.15144240.121827411167513loop0.9333333333333334.880.00050309041253416.474105263157896.474105176706556.472819750998985.34879705543722120000000000-200000-10-1000000.200448430493273-0.5906976744186050.149903481231652-0.454390451832907-0.5052356020942410.40.0483974358974359StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150P:S:G:A:W:D:E:F:C:I:L:V:N1.867810401387930.01450430452545350.7640790886338452.444524957131761.4262375473782932.88773538823740.8111797563635850.01927245551078241.715062948196441.0942940373441644.23978054499420.0207365726835135lineage4dr_mutations_pyrazinamideSER0ERR2041748ERR2041748lineage4.2.2.1rsSerbiapnca_p.ile90serA-ILEIA90pnca_complex.pdb
211I90TL4PZAII9090T1Pre-XDROMhydrophobichydrophobicnon-polarneutralnon-polarpolar14.8780.462-1.9832.28269-2.457-1.5542710.15144240.121827411167513loop0.9333333333333334.880.000287480235733714.563131313131314.563081030227814.56310122532365.81873994206135100000000000-200000-10-1020020.207174887892377-0.5124031007751940.0831405386111496-0.418925831202046-0.4057591623036650.4421052631578950.0483974358974359StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150P:S:G:A:W:D:E:F:C:I:L:V:N2.678489629601410.02026791028213631.153849496483172.32135095414541.8636331786073294.4881779458331.163254765485390.01741404882020371.759100242332271.16837785201846760.9897595427330.0158563003544608lineage4other_mutations_pyrazinamideTHR0ERR2516485ERR2516485lineage4.3.4.2;lineage4.1.2.1pePerupnca_p.ile90thrA-ILEIA90pnca_complex.pdb
212A92GL1PZAAA9292GNASensitiveOMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar15.57-1.692-0.5741.40665-1.618-0.9612590.31844110.0852713178294573strand0.8333333333333334.62NANANANANA60000000000000000002000312-0.428571428571428-0.1483204134366920.0512332549042461-0.275873827791986-0.251308900523560.1263157894736840.101923076923077DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.0830.3895:4150/150I:R:V:L:Q:E:F:W:T:K:Y:H:P:M:S:A:GNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideGLY0ERR2679251ERR2679251lineage1.1.1pnca_p.ala92glyAEALAAA92pnca_complex.pdb
213A92PL2PZAAA9292P0MDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar15.57-1.7870.140.275359-2.9180.769530.31844110.0852713178294573strand0.8333333333333334.627.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2902002000000000000-62-2-6200-3-0.4526342451874370.1190476190476190.0100291741635647-0.4975277067348680.4269662921348310.09473684210526320.101923076923077DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect0.0830.3895:4150/150I:R:V:L:Q:E:F:W:T:K:Y:H:P:M:S:A:G-8.987408781496410.940032862253633119.46804443549-0.0752285585987756NA4692673.51081080.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamidePRO0MDR_18428SRR6824520lineage2.2.1cnChina: Taojiang County, Yiyang City, Hunan Provincepnca_p.ala92proAEALAAA92pnca_complex.pdb
214A92VL1PZAAA9292VNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.57-1.7820.941-1.35941-0.3120.55-40660.31844110.0852713178294573strand0.8333333333333334.62NANANANANA02002000000000000-600-6-40-2-3-0.4513677811550150.800170068027211-0.261364685072676-0.05319693094629160.308988764044944-0.430107526881720.101923076923077DestabilisingStabilisingStabilisingDestabilisingStabilisingneutral0.0830.3895:4150/150I:R:V:L:Q:E:F:W:T:K:Y:H:P:M:S:A:GNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideVAL0SRR5073850SRR5073850lineage1.1.1vnVietnampnca_p.ala92valAEALAAA92pnca_complex.pdb
215V93GL4PZAVV9393GNAPre-XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar13.206-0.958-2.3333.06107-2.536-2.724171-0.09555270.155172413793103strand2.933333333333334.76NANANANANA400000000000000002001401315-0.242654508611955-0.6028423772609820.111490832538116-0.432395566922421-0.7120418848167540.431578947368421-0.0782537067545305DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5150/150W:T:A:S:K:I:C:R:L:V:Q:H:Y:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLY0SAMN02584678SRR1166143_SRR1169099lineage4.2.1mdMoldovapnca_p.val93glyAEVALVA93pnca_complex.pdb
216V93LL4PZAVV9393LNAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar13.206-1.213-0.015-1.8226-0.026-0.52-153-0.09555270.155172413793103strand2.933333333333334.76NANANANANA-1400000000-200-20000-80-5-4002-2-0.307244174265451-0.003875968992248-0.350419134045989-0.00443307757885763-0.136125654450262-0.010752688172043-0.0782537067545305DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.332-0.0386:5150/150W:T:A:S:K:I:C:R:L:V:Q:H:Y:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamideLEU0ERR2516559ERR2516559lineage4.1.2.1pePerupnca_p.val93leuAEVALVA93pnca_complex.pdb
217F94CL4PZAFF9494CNAPre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar10.621-1.615-1.5954.52813-3.58-1.424971-0.135500strand1.97.590.000287480235733714.563131313131314.563081030227814.56310122532365.81873994206135284004000000-20000020028086-0.409067882472138-0.4121447028423770.164924351138921-0.610400682011935-0.3717277486910990.515789473684211-0.107084019769357DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5150/150A:F:Q:V:L:I2.678489629601410.02026791028213611.153849496483172.32135095414541.86363317860726294.4881779458331.163254765485390.01741404882020371.759100242332271.16837785201846760.9897595427330.0158563003544608lineage4dr_mutations_pyrazinamideCYS0ERR1035329ERR1035329lineage4.3.3brBrazilpnca_p.phe94cysAEPHEFA94pnca_complex.pdb
218F94LL4PZAFF9494L1Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.621-1.712-1.5821.1796-2.563-1.992463-0.135500strand1.97.590.00050309041253416.474105263157896.474105176706546.472819750998985.34879705543722164004000000000000-30-1-32062-0.433637284701115-0.4087855297157620.0429635996765711-0.436999147485081-0.5209424083769630.252631578947368-0.107084019769357DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5150/150A:F:Q:V:L:I1.867810401387930.01450430452545360.7640790886338452.444524957131761.4262375473777532.88773538823630.8111797563635850.01927245551078241.715062948196441.0942940373441644.23978054499420.0207365726835135lineage4dr_mutations_pyrazinamideLEU0ERR2516686ERR2516686lineage4.1.1pePerupnca_p.phe94leuAEPHEFA94pnca_complex.pdb
219F94SL2PZAFF9494SNAPre-XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar10.621-0.449-3.0275.85272-3.24-2.746980-0.135500strand1.97.590.000143740117866819.411022297013511754.463552622Inf4.73122070382274324004000000-200000-10-3060106-0.113728470111449-0.7821705426356590.213168802220296-0.552429667519182-0.7172774869109950.726315789473684-0.107084019769357DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5150/150A:F:Q:V:L:I13.14560022562060.924803768446999139.2771833265680.09438444913692440.0001628371344452NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideSER0SAMN07236524,SRR5709885SRR5709885lineage2.2.1thThailandpnca_p.phe94serAEPHEFA94pnca_complex.pdb
220F94VL4PZAFF9494VNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.621-1.681-1.9952.56655-2.927-1.82-553-0.135500strand1.97.597.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29304004000000000000-10-324062-0.425785207700101-0.5155038759689920.0934793376991382-0.499062233589088-0.476439790575916-0.0537634408602151-0.107084019769357DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.332-0.0386:5150/150A:F:Q:V:L:I-8.98740878149640.940032862253633119.46804443549-0.0752285585987757NA4692673.510812310.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideVAL02591ERR2432995lineage4.3.3brBrazilpnca_p.phe94valAEPHEFA94pnca_complex.pdb
221Y95DL2PZAYY9595DNAPre-XDROMhydrophobichydrophilicneutralacidicpolarneg10.5280.071-0.7724.78106-2.558-0.44671-0.01355750.285171102661597strand-0.84.157.18700589334483e-059.70142977291842188179.926264427Inf0.76378433992838638-1200-12000020020000101140220.0318385650224215-0.1994832041343670.174136612300498-0.43614663256607-0.1047120418848170.484210526315789-0.0107084019769357StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5150/150K:Y:H:D:G:S:M:P:L:N:C:R:E:F:Q:T12.14515383872530.919026337424197119.4680444361660.1016602715483035.01153666068889e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideASP0ERR2516654ERR2516654lineage2.2.1.1pePerupnca_p.tyr95aspAETYRYA95pnca_complex.pdb
222K96EL2PZAKK9696ENAPre-XDRDMhydrophobichydrophilicbasicacidicposneg3.977-0.673-2.1196.92487-2.7-1.848991-1.1949980.0338983050847457strand-1.866666666666675.960.0007905706482679107.1663851351353795803.48339079Inf47.684796383495626-200-2000040-44000000-21-200-2-0.170466058763931-0.5475452196382430.252218839006694-0.460358056265985-0.4816753926701570.936842105263158-0.983525535420099DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150K:Q15.14940666798060.925233417916433161.432542879420.093843573283091124.1993753459371NA2.030058581628443.58120158191569e-098.4459712323392112.2081619622864Inf5.00558510128865e-12lineage2dr_mutations_pyrazinamideGLU0SAMN03653224,SRS935964SRR2024918lineage2.2.1cnChinapnca_p.lys96gluAELYSKA96pnca_complex.pdb
223K96ML6PZAKK9696MNAMDROMhydrophobichydrophobicbasicnon-polarposnon-polar3.977-1.0260.4130.273257-0.4571.028491-1.1949980.0338983050847457strand-1.866666666666675.960.000143740117866819.411022297013511754.463553382Inf4.7312207038227424320032000040040000-50-50-20-2-4-0.2598784194528870.3511904761904760.0099526147480678-0.0779198635976130.5730337078651680.884210526315789-0.983525535420099DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.229-1.1789:9150/150K:Q13.14560022562210.924803768447045139.2771833266690.09438444913686670.0001628371344428NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage6other_mutations_pyrazinamideMET0ERR181315ERR181315lineage6soSomaliapnca_p.lys96metAELYSKA96pnca_complex.pdb
224K96NL2PZAKK9696N0MDRDMhydrophobichydrophilicbasicneutralpospolar3.9770.325-1.1562.61245-3.151-0.859095-1.1949980.0338983050847457strand-1.866666666666675.967.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29526006000040200000-30-1-3604-20.145739910313901-0.2987080103359170.0951511156112734-0.537254901960784-0.2225130890052360.947368421052632-0.983525535420099StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150K:Q-8.987408781496410.940032862253633119.468044435491-0.0752285585987751NA4692673.510813270.384555509373631100188.5442222312680.999999999999997lineage2dr_mutations_pyrazinamideASN0MDR_19128SRR6824521lineage2.2.1cnChina: Zengcheng City, Guangzhou City, Guangdong Provincepnca_p.lys96asnAELYSKA96pnca_complex.pdb
225K96QL2PZAKK9696Q0Pre-XDRDMhydrophobichydrophilicbasicneutralpospolar3.977-0.08-1.3181.04409-1.359-0.867885-1.1949980.0338983050847457strand-1.866666666666675.960.00028748023573374.851914177534714.851914140399814.851184435511781.17497090855698268008000000-200000-20-2-1202-2-0.0202634245187436-0.3405684754521960.0380280305072152-0.231713554987212-0.2251308900523560.821052631578947-0.983525535420099DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150K:Q1.579373295212090.1143422970043041.00025364540071.578972796024540.5818890913115340.45629110752980.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561lineage2dr_mutations_pyrazinamideGLN0ERR2517049ERR2517049lineage2.2.1gbUKpnca_p.lys96glnAELYSKA96pnca_complex.pdb
226K96RL2PZAKK9696R0Pre-XDRDMhydrophobichydrophilicbasicbasicpospos3.9770.083-0.169-0.740521-2.045-0.358591-1.1949980.0338983050847457strand-1.866666666666675.960.001078050884001719.487959442332119.487943261741419.479138843265137.591449001387-12-400-4000000-220000-50-3-5-80-6-80.037219730941704-0.0436692506459948-0.142375028839499-0.348678601875533-0.09162303664921460.894736842105263-0.983525535420099StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150K:Q2.96979598007734.2195571364394e-060.6455707636502694.600264056700936.1854285292630585.58813482499791.289766367115051.66262776179573e-076.779204972123535.25121653678864107.8440572220358.72260296739213e-10lineage2dr_mutations_pyrazinamideARG0ERR2516844ERR2516844lineage2.2.1gbUKpnca_p.lys96argAELYSKA96pnca_complex.pdb
227K96TL2PZAKK9696TNAPre-XDRDMhydrophobichydrophobicbasicneutralpospolar3.977-0.57-0.863.53764-0.932-0.618591-1.1949980.0338983050847457strand-1.866666666666675.960.000934310766134858.474017743979758.47394153063158.454757472537846.751483019516772800800004004000000008064-0.144376899696049-0.2222222222222220.128848549304701-0.158908780903666-0.1596858638743450.894736842105263-0.983525535420099DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9150/150K:Q4.068581211077369.193364498612e-051.040304983646523.9109504184205611.51666355995391065.613323977441.766962935193426.68324361543955e-098.175012707825478.640865298701952465.746472737728.05839318437163e-12lineage2dr_mutations_pyrazinamideTHR0SAMN02360569SRR1048963_SRR1013580_SRR1013579_SRR1048962lineage2.2.1krSouth Koreapnca_p.lys96thrAELYSKA96pnca_complex.pdb
228G97AL4PZAGG9797ANAMDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar8.236-1.721-1.1263.72826-1.921-0.736680-1.0269970.0673076923076923loop-0.8333333333333334.92NANANANANA-600000000002-20000-400-4-20-1-16-0.435916919959473-0.2909560723514210.135791344633921-0.327536231884058-0.191099476439790.694736842105263-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:GNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideALA0SAMN02231160SRR998769_SRR998771_SRR998770_SRR998768lineage4.1mlMalipnca_p.gly97alaA-GLYGA97pnca_complex.pdb
229G97CL4PZAGG9797C1Pre-XDRDMhydrophobichydrophobicneutralneutralnon-polarnon-polar8.236-1.158-1.6354.47159-1.484-0.76980-1.0269970.0673076923076923loop-0.8333333333333334.920.000718700589334497.38286196707471395803.74890115Inf42.8452490786805-10-200-20000002-20000-90-3-11-80-7-21-0.293313069908815-0.4224806201550390.162865041266326-0.253026427962489-0.1832460732984290.726315789473684-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:G14.14898097140570.890414731995348102.6929760139790.137779442378606507.712885369765NA1.988482533798332.1018584548314e-087.6773965339573910.9022485555592Inf5.92457926729285e-11lineage4dr_mutations_pyrazinamideCYS0ERR551166ERR551166lineage4.1.1.1szSwazilandpnca_p.gly97cysA-GLYGA97pnca_complex.pdb
230G97DL3;L4PZAGG9797DNAPre-XDRDMhydrophobichydrophilicneutralacidicnon-polarneg8.236-0.248-2.97412.1049-2.263-1.498391-1.0269970.0673076923076923loop-0.8333333333333334.920.002515452062670629.450830140485329.450818663122229.4177544871982111.74678026952-16-6600-660000-600-60000-130-9-13-80-15-23-0.0628166160081053-0.7684754521963820.440886807159143-0.385848252344416-0.3900523560209420.873684210526316-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:G3.382721708119452.59985209607615e-120.4833968526548226.997814920683712.465621481238786.49460485232861.469097540900741.11009505519018e-1817.954639831864611.294020686118497.324205758444.05989172191837e-26lineage3;lineage4dr_mutations_pyrazinamideASP0ERR1035046ERR1035046lineage4.7;lineage3zaSouth Africapnca_p.gly97aspA-GLYGA97pnca_complex.pdb
231G97RL2PZAGG9797R1MDRDMhydrophobichydrophilicneutralbasicnon-polarpos8.236-0.89-1.2524.89479-2.091-0.798291-1.0269970.0673076923076923loop-0.8333333333333334.920.000143740117866819.411022297013511754.463553323Inf4.73122070382274-78-3400-340000-400-60000-160-10-15-160-13-27-0.225430597771023-0.3235142118863050.178278906460566-0.356521739130435-0.2068062827225130.863157894736842-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:G13.14560022562190.924803768447043139.2771833266640.09438444913686910.0001628371344429NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideARG0ERR2517307ERR2517307lineage2.2.1nlNetherlandspnca_p.gly97argA-GLYGA97pnca_complex.pdb
232G97SL4PZAGG9797SNAXDRDMhydrophobichydrophilicneutralneutralnon-polarpolar8.236-0.309-1.9995.99386-2.075-1.287285-1.0269970.0673076923076923loop-0.8333333333333334.920.00064683053040187.60759493670891395214.80217992Inf38.0099632572142-600000000-40-2-20000-70-3-4-40-7-19-0.0782674772036474-0.5165374677002580.21830942824467-0.353793691389599-0.3350785340314140.757894736842105-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:G14.14855894144120.896008552350388108.2479010400980.130705157379451226.474535582214NA1.942541757950311.23317897951184e-076.908973886767319.59561062779463Inf7.038428913028e-10lineage4dr_mutations_pyrazinamideSER0ERR688043ERR688043lineage4.8pkPakistanpnca_p.gly97serA-GLYGA97pnca_complex.pdb
233G97VL1PZAGG9797VNAPre-MDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar8.236-1.664-0.5886.12241-2.616-1.247785-1.0269970.0673076923076923loop-0.8333333333333334.927.18700589334483e-059.70142977291842188179.926264625Inf0.763784339928386-8-200-20000-200-20000-140-8-9-120-11-23-0.421479229989868-0.1519379844961240.22299149906395-0.446035805626598-0.3246073298429320.810526315789474-0.845140032948929DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.124-0.9939:9150/150A:G12.14515383872640.919026337424232119.4680444362290.1016602715482585.01153666063045e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage1other_mutations_pyrazinamideVAL0ERR1023294ERR1023294lineage1.2.1pnca_p.gly97valA-GLYGA97pnca_complex.pdb
234T100AL3PZATT100100A0Pre-XDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar8.272-1.759-0.5430.4083160.129-0.1-36661.34711810.470930232558139loop-0.84.180.00028748023573374.851914177534714.851914140399824.851184435511781.174970908556980000000002020000000002025-0.445542046605876-0.140310077519380.01487175751571620.108952702702703-0.0261780104712041-0.3870967741935480.431730769230769DestabilisingDestabilisingDestabilisingStabilisingDestabilisingneutral0.8421.7122:1150/150K:Y:D:P:A:G:S:R:I:V:L:N:Q:F:E:T1.579373295212090.1143422970043041.00025364540071.578972796024540.58188909131207640.4562911075570.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561lineage3other_mutations_pyrazinamideALA0ERR2510467ERR2510467lineage3pkPakistanpnca_p.thr100alaASTHRTA100pnca_complex.pdb
235T100IL2PZATT100100I1XDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar8.272-1.5370.3790.808015-0.042-0.3614591.34711810.470930232558139loop-0.84.180.00064683053040138.916912695065438.916912636781638.914529629915727.8738145664613-62002000020200000-10-30000-2-0.3893110435663630.3222789115646260.0294296651345071-0.00716112531969309-0.0942408376963350.1473684210526320.431730769230769DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect0.8421.7122:1150/150K:Y:D:P:A:G:S:R:I:V:L:N:Q:F:E:T3.661428928292140.00055782750781081.060874245253493.451331715020817.13685172054609722.1650737573541.590138380088635.5228318480997e-065.257838179400655.210749591492541710.755657363041.29490403629991e-07lineage2dr_mutations_pyrazinamideILE0ERR1873474ERR1873474lineage2.2.1zaSouth Africapnca_p.thr100ileASTHRTA100pnca_complex.pdb
236T100PL2PZATT100100PNAMDROMhydrophobichydrophilicneutralnon-polarpolarnon-polar8.272-1.685-0.4881.65141-0.4120.0318591.34711810.470930232558139loop-0.84.180.000503090412534168.08178752107921394038.39846607Inf28.3582836156300000000020200000020-200-2-4-0.426798378926039-0.126098191214470.0601479468818974-0.07024722932651320.01685393258426960.1894736842105260.431730769230769DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.8421.7122:1150/150K:Y:D:P:A:G:S:R:I:V:L:N:Q:F:E:T14.14771541545130.908235680148122.7415820194020.11526424201714222.9578143501725NA1.833030949843134.24048522418865e-065.372584445734967.00237574052121Inf1.00814491180914e-07lineage2other_mutations_pyrazinamidePRO0SAMN02403469SRR1181050_SRR1180926lineage2.2.1zaSouth Africapnca_p.thr100proASTHRTA100pnca_complex.pdb
237A102PL4PZAAA102102P1MDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar3.5-0.23-1.249-0.616782-2.1150.138391-0.86288100.0775193798449612loop0.03333333333333325.510.000574960471467514.580278128950714.580227794011614.580175903406115.0663448164144000000000002-20000-80-2-6-60-2-5-0.058257345491388-0.322739018087855-0.118584557409828-0.3606138107416880.07303370786516850.873684210526316-0.71004942339374DestabilisingDestabilisingStabilisingDestabilisingStabilisingeffect-0.955-0.8279:8150/150M:E:S:G:A:H:Q2.67966635019040.00102453523771030.8160506321224143.283701089993683.3569796112212699.55386925923171.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage4other_mutations_pyrazinamidePRO0ERR2041708ERR2041708lineage4rsSerbiapnca_p.ala102proA-ALAAA102pnca_complex.pdb
238A102RL2PZAAA102102R0Pre-XDROMhydrophobichydrophilicnon-polarbasicnon-polarpos3.50.174-0.6964.1344-2.095-0.288191-0.86288100.0775193798449612loop0.03333333333333325.517.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-76-3000-300000-200-20000-120-4-10-160-12-70.0780269058295964-0.179844961240310.150583847493062-0.357203751065644-0.07329842931937170.852631578947368-0.71004942339374StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.955-0.8279:8150/150M:E:S:G:A:H:Q-8.987408781496420.940032862253633119.468044435492-0.0752285585987749NA4692673.510813670.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideARG01323P-sc-2011-10-12T14:59:30Z-1289168,ERR108503ERR108503lineage2.2.1ruRussia,Samarapnca_p.ala102argA-ALAAA102pnca_complex.pdb
239A102TL2PZAAA102102T1Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar3.50.881-0.719-2.02927-1.769-0.27185-0.86288100.0775193798449612loop0.03333333333333325.510.000143740117866819.411022297013511754.463552419Inf4.73122070382274-200000000-200-20000-50-3-3-40-2-50.395067264573991-0.18578811369509-0.390154195185726-0.301619778346121-0.05235602094240830.747368421052632-0.71004942339374StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.955-0.8279:8150/150M:E:S:G:A:H:Q13.14560022562020.924803768446987139.2771833265420.09438444913693950.0001628371344458NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideTHR0ERR234630,0365Y-sc-2012-10-11T13:37:02Z-1494116ERR234630lineage2.2.1ruRussia,Samarapnca_p.ala102thrA-ALAAA102pnca_complex.pdb
240A102VL2PZAAA102102VNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar3.5-0.162-0.251-1.90987-1.389-0.737385-0.86288100.0775193798449612loop0.03333333333333325.510.0006468305304012.426136363636362.426139017951582.425936601872490.724684701500429-2-2600-26000000000000-50-3-2-40-4-3-0.0410334346504559-0.0648578811369509-0.367197954318234-0.236828644501279-0.191099476439790.768421052631579-0.71004942339374DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.955-0.8279:8150/150M:E:S:G:A:H:Q0.8863011122401740.2100894525099770.7071629446556211.253319505692980.5117012099363569.202627133999420.3849152072108740.1884170821300560.7248797260732940.39229928870579411.36628903680220.394611528192705lineage2other_mutations_pyrazinamideVAL0ERR751361ERR751361lineage2.2.1pepnca_p.ala102valA-ALAAA102pnca_complex.pdb
241Y103CL4PZAYY103103C0Pre-MDRDMhydrophobichydrophobicneutralneutralpolarnon-polar5.416-0.480.6061.02924-0.4981.436880-1.175991380.524714828897338loop-0.13.940.00071870058933443.236210526315793.236210680952083.235834717554842.262626057210142400400000000000000-2200-20-0.1215805471124620.515306122448980.0374871611827009-0.08491048593350380.8033707865168540.715789473684211-0.967874794069193DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1529:9150/150Y:K1.174403102439180.06900227415215240.645842474358761.81840487280620.82680487895996911.33775303756190.5100367661674450.07540313207620531.122610614141340.67107896469421613.66171561356140.132529157572648lineage4dr_mutations_pyrazinamideCYS0ERR2516653ERR2516653lineage4.8nlNetherlandspnca_p.tyr103cysA-TYRYA103pnca_complex.pdb
242Y103DL2PZAYY103103D1MDROMhydrophobichydrophilicneutralacidicpolarneg5.4160.8511.1761.18458-0.5781.518891-1.175991380.524714828897338loop-0.13.940.0021561017680034142.334468085106142.334276537658142.74783870505128.72090388720334-2400-2400000000000020-24-20-2-20.38161434977578510.0431449821167112-0.09855072463768120.8483146067415730.926315789473684-0.967874794069193StabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1529:9150/150Y:K4.958178351266831.0743991920355e-061.016541332778454.8774980331738730.46209176013882537.052522582352.15331008270211.23916669217761e-2120.906870268584823.55569232189635610.517585286327.80576752108032e-30lineage2other_mutations_pyrazinamideASP015MT_1210SRR5551225lineage2.2.1.1pgpnca_p.tyr103aspA-TYRYA103pnca_complex.pdb
243Y103HL2PZAYY103103HNAPre-XDRDMhydrophobichydrophobicneutralbasicpolarpos5.416-0.0460.7790.909501-0.6831.218191-1.175991380.524714828897338loop-0.13.940.000143740117866819.411022297013511754.463552419Inf4.7312207038227422-2200-220000-20-20000030-140000-0.01165146909827760.6624149659863950.0331260061626323-0.1164535379369140.6797752808988760.852631578947368-0.967874794069193DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1529:9150/150Y:K13.14560022562020.924803768446986139.277183326540.09438444913694050.0001628371344458NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideHIS0SRR5709897,SAMN07236308SRR5709897lineage2.1thThailandpnca_p.tyr103hisA-TYRYA103pnca_complex.pdb
244Y103SL2PZAYY103103SNAMDRDMhydrophobichydrophilicneutralneutralpolarpolar5.416-0.0620.2331.16175-0.7960.428591-1.175991380.524714828897338loop-0.13.947.18700589334483e-059.70142977291842188179.926264673Inf0.76378433992838644400400000000000040042002-0.01570415400202630.198129251700680.0423134638218519-0.1357203751065640.2359550561797750.894736842105263-0.967874794069193DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1529:9150/150Y:K12.14515383872670.919026337424241119.4680444362440.1016602715482475.01153666061564e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideSER0SRS797199SRR1723718_SRR1723719lineage2.2.1cnChina:Anhuipnca_p.tyr103serA-TYRYA103pnca_complex.pdb
245S104GL2PZASS104104G1Pre-XDRDMhydrophilichydrophobicneutralneutralpolarnon-polar6.519-0.7-0.6713.32695-2.163-0.688191-1.2149910.0064516129032258loop-0.8333333333333335.370.00021561017680032.424936921783012.424939574258112.424737369475334.31445715363782e-2540000000040220000101020515-0.177304964539007-0.1733850129198970.12117476088841-0.368797953964194-0.1780104712041890.852631578947368-1DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150S0.8858066062472830.4694062168248251.224427532119220.7234455147493630.11266293762039125.3270547471040.3847004460814330.4302589851681560.3662700514636120.041085444410624746.58814728670330.999999999999476lineage2dr_mutations_pyrazinamideGLY0ERS457414,SAMEA2534012ERR551539_ERR551540lineage2.2.1uzNukuspnca_p.ser104glyA-SERSA104pnca_complex.pdb
246S104IL4PZASS104104INAMDROMhydrophilichydrophobicneutralnon-polarpolarnon-polar6.519-0.2950.2840.982352-1.713-0.398291-1.2149910.0064516129032258loop-0.8333333333333335.37NANANANANA-182002000020020000-70-110-100-6-6-0.07472137791286720.2414965986394560.0357793981599516-0.292071611253197-0.1020942408376960.863157894736842-1DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150SNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideILE0ERR1555060ERR1555060lineage4.3.4.2pnca_p.ser104ileA-SERSA104pnca_complex.pdb
247S104RL4PZASS104104RNAXDRDMhydrophilichydrophilicneutralbasicpolarpos6.519-0.438-0.525-0.736092-2.325-0.478591-1.2149910.0064516129032258loop-0.8333333333333335.370.000574960471467514.580278128950714.580227794011714.580175903406115.0663448164144-68-3000-30000040040000-80-4-9-20-4-2-0.110942249240121-0.135658914728682-0.141523494578174-0.396419437340153-0.123036649214660.894736842105263-1DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.229-1.2019:9150/150S2.67966635019040.00102453523771030.8160506321224163.283701089993673.3569796112212699.55386925926111.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage4dr_mutations_pyrazinamideARG02370ERR2432994lineage4.3.4.1brBrazilpnca_p.ser104argA-SERSA104pnca_complex.pdb
248G105DL4PZAGG105105D1Pre-XDRDMhydrophobichydrophilicneutralacidicnon-polarneg7.8580.709-1.6512.15123-2.29-1.547985-0.5067700helix0.5333333333333337.040.000143740117866819.411022297013511754.463553489Inf4.73122070382274-20-3200-320000-202-20000-500-5-180-15-250.317937219730942-0.4266149870801030.0783524792575703-0.390451832907076-0.4031413612565440.831578947368421-0.416803953871499StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7150/150A:S:M:G:I:V:L13.14560022562230.924803768447052139.2771833266850.09438444913685730.0001628371344425NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideASP0ERR2510421ERR2510421lineage4.1.1.1pkPakistanpnca_p.gly105aspAGGLYGA105pnca_complex.pdb
249G105RL2PZAGG105105R1Pre-XDRDMhydrophobichydrophilicneutralbasicnon-polarpos7.858-0.634-0.9745.20362-1.727-0.668191-0.5067700helix0.5333333333333337.047.18700589334483e-059.70142977291842188179.926264685Inf0.763784339928386-98-500-2-480000-400-40000-230-8-21-220-27-39-0.160587639311044-0.2516795865633080.189527167301627-0.294458653026428-0.1727748691099480.852631578947368-0.416803953871499DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7150/150A:S:M:G:I:V:L12.14515383872670.919026337424243119.4680444362480.1016602715482455.01153666061226e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideARG0ERR2516270ERR2516270lineage2.2.1beBelgiumpnca_p.gly105argAGGLYGA105pnca_complex.pdb
250G105VL2PZAGG105105V1Pre-XDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar7.858-0.850.117-2.03856-1.183-0.866880-0.5067700helix0.5333333333333337.047.18700589334483e-059.70142977291842188179.926264631Inf0.763784339928386-200000000-20-220000-90-1-10-80-9-21-0.2152988855116510.0994897959183673-0.391940321464277-0.201705029838022-0.2251308900523560.715789473684211-0.416803953871499DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7150/150A:S:M:G:I:V:L12.14515383872640.919026337424233119.4680444362310.1016602715482565.01153666062796e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideVAL0ERR2510727ERR2510727lineage2.2.1itItalypnca_p.gly105valAGGLYGA105pnca_complex.pdb
251F106CL4PZAFF106106C0Pre-XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar10.466-1.068-1.5943.977-1.577-2.125975-1.17499290.120833333333333helix-0.3666666666666675.057.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2930-200-2000000-2-200008072100212-0.270516717325228-0.4118863049095610.144850996874977-0.268883205456095-0.5549738219895290.621052631578947-0.967051070840198DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9150/150F:L-8.987408781496410.940032862253633119.468044435491-0.0752285585987749NA4692673.510811930.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideCYS0SAMN10961321SRR8651642lineage4.5cnChina:Wenzhoupnca_p.phe106cysAGPHEFA106pnca_complex.pdb
252F106LL1PZAFF106106L0SensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.466-1.708-1.4251.92858-0.947-1.966680-1.17499290.120833333333333helix-0.3666666666666675.050.00021561017680032.424936921783012.424939574258112.424737369475334.31445715363782e-2510400400000000000020026024-0.432624113475177-0.3682170542635660.0702430816075292-0.161466325660699-0.5130890052356020.694736842105263-0.967051070840198DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9150/150F:L0.8858066062472830.4694062168248261.224427532119220.7234455147493630.11266293762038725.32705474710380.3847004460814330.4302589851681560.3662700514636120.041085444410624746.58814728670330.999999999999476lineage1other_mutations_pyrazinamideLEU0ERR176618ERR176618lineage1.1.2mwMalawipnca_p.phe106leuAGPHEFA106pnca_complex.pdb
253F106SL4PZAFF106106S1Pre-XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar10.466-0.439-2.4554.86398-1.914-2.087385-1.17499290.120833333333333helix-0.3666666666666675.057.18700589334483e-059.70142977291842188179.926264447Inf0.7637843399283863220020000-20-2-40000804560-26-0.111195542046606-0.6343669250645990.177156739195361-0.326342710997442-0.5445026178010470.768421052631579-0.967051070840198DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9150/150F:L12.14515383872550.9190263374242119.4680444361720.1016602715482995.01153666068353e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideSER0ERR2041728ERR2041728lineage4.1.2.1rsSerbiapnca_p.phe106serAGPHEFA106pnca_complex.pdb
254F106VL2PZAFF106106VNAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.466-1.625-1.9333.73767-2.02-2.16980-1.17499290.120833333333333helix-0.3666666666666675.057.18700589334483e-059.70142977291842188179.926264574Inf0.763784339928386304004000000-200000604310028-0.411600810536981-0.4994832041343670.136134077316997-0.344416027280477-0.5497382198952880.726315789473684-0.967051070840198DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9150/150F:L12.14515383872610.919026337424223119.4680444362130.1016602715482695.01153666064512e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideVAL0ERR751650ERR751650lineage2.2.1thThailandpnca_p.phe106valAGPHEFA106pnca_complex.pdb
255E107DL4PZAEE107107DNAOtherOMhydrophilichydrophilicacidicacidicnegneg8.13-0.656-0.2240.965668-0.917-0.02753-0.06855880.394618834080717helix-0.3666666666666673.69NANANANANA1400000000-20-20000030-14-60-4-4-0.166160081053698-0.05788113695090430.0351717305633054-0.156351236146633-0.00523560209424080.0736842105263158-0.0560131795716639DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5150/150T:S:G:A:M:D:Q:F:H:Y:E:R:V:LNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideASP0SRR5065629SRR5065629lineage4.1.2.1vnVietnampnca_p.glu107aspAGGLUEA107pnca_complex.pdb
256G108EL2PZAGG108108ENAXDROMhydrophobichydrophilicneutralacidicnon-polarneg10.9390.303-1.4233.72313-3.566-0.783966-0.9479900loop0.15.18NANANANANA-44-6600-660000-20-200000-130-8-9-120-15-230.135874439461883-0.3677002583979330.13560449886727-0.608013640238704-0.2041884816753930.410526315789474-0.78006589785832StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.062-0.8729:8136/150N:V:D:G:E:A:PNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLU0ERR067605,0224V-sc-2011-09-07T13:19:04Z-1276452ERR067605lineage2.2.1ruRussiapnca_p.gly108gluA-GLYGA108pnca_complex.pdb
257G108RPZAGG108108RNAMDRDMhydrophobichydrophilicneutralbasicnon-polarpos10.939-1.199-0.9728.65723-2.025-0.815375-0.9479900loop0.15.180.00028748023573374.851914177534714.851914140399834.851184435511781.17497090855698-90-4600-460000-40-200000-220-10-18-180-17-31-0.303698074974671-0.2511627906976740.315315161095288-0.345268542199488-0.2120418848167540.557894736842105-0.78006589785832DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.062-0.8729:8136/150N:V:D:G:E:A:P1.579373295212090.1143422970043031.00025364540071.578972796024540.58188909131207140.4562911075790.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561dr_mutations_pyrazinamideARG0SRR5818423SRR5818423djDjiboutipnca_p.gly108argA-GLYGA108pnca_complex.pdb
258D110HL1PZADD110110HNASensitiveOMhydrophilichydrophobicacidicbasicnegpos16.281-1.3-0.7613.05477-0.614-0.26-18570.52633170.0880829015544041loop-0.9333333333333334.81NANANANANA-102000200000-20000000-30-3-10020-0.329280648429585-0.1966408268733850.111261372824685-0.104688832054561-0.0680628272251308-0.1935483870967740.168589743589744DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.2250.594:3128/150Q:H:E:K:R:L:N:T:A:G:S:DNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideHIS0ERR3256124ERR3256124lineage1.2.1phPhilippinespnca_p.asp110hisA-ASPDA110pnca_complex.pdb
259E111DL3;L4PZAEE111111DNAPre-MDROMhydrophilichydrophilicacidicacidicnegneg18.3820.1030.1560.183196-0.053-0.32-55781.616111670.748878923766816loop-3.53.557.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29100000000000000000101100000.04618834080717480.132653061224490.00667239708913963-0.00903665814151748-0.0837696335078534-0.5913978494623660.517948717948718StabilisingStabilisingDestabilisingDestabilisingDestabilisingneutral1.1831.7121:1132/150T:M:S:G:A:P:D:F:E:Q:L:V:N:R:K-8.987408781496410.940032862253633119.46804443549-0.0752285585987759NA4692673.510810350.384555509373631100188.5442222312680.999999999999997lineage3;lineage4other_mutations_pyrazinamideASP0SRR6325444SRR6325444lineage4.3;lineage3uspnca_p.glu111aspASGLUEA111pnca_complex.pdb
260N112YL1PZANN112112YNASensitiveOMhydrophilichydrophobicneutralneutralpolarpolar19.93-0.261-0.3784.97901-0.297-0.2526630.77221090.558974358974359loop-2.466666666666673.54NANANANANA-10200200002024000000214004-0.0661094224924012-0.09767441860465110.181346382185185-0.0506393861892583-0.06544502617801040.2736842105263160.246794871794872DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.3890.8424:2131/150K:R:N:V:Q:E:H:D:P:S:M:G:A:TNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideTYR0SRR6152963SRR6152963lineage1.2.1caCanadapnca_p.asn112tyrASASNNA112pnca_complex.pdb
261T114ML2PZATT114114MNASensitiveOMhydrophobichydrophobicneutralnon-polarpolarnon-polar17.491-1.1520.246-0.0405939-0.0770.382563-0.22466290.168604651162791loop-0.94.577.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-800000000-20-220000-600-60002-0.2917933130699090.209183673469388-0.00780471814196724-0.01312872975277070.2134831460674160.263157894736842-0.184514003294893DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-0.411-0.1477:6148/150S:A:P:D:H:K:T:W:E:Q:V:N:L:I:R:C-8.987408781496410.940032862253633119.468044435491-0.0752285585987751NA4692673.510813270.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideMET0ERR1034985ERR1034985lineage2.2.1.1zaSouth Africapnca_p.thr114metA-THRTA114pnca_complex.pdb
262T114PL2PZATT114114P1Pre-XDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar17.491-1.322-0.6515.39158-2.268-0.13466-0.22466290.168604651162791loop-0.94.577.18700589334483e-059.70142977291842188179.926264667Inf0.76378433992838640000000000040000-22-4040-26-0.334853090172239-0.1682170542635660.196373079640732-0.386700767263427-0.02617801047120410.357894736842105-0.184514003294893DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.1477:6148/150S:A:P:D:H:K:T:W:E:Q:V:N:L:I:R:C12.14515383872660.91902633742424119.4680444362420.1016602715482485.01153666061746e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamidePRO0ERS456781ERR550668_ERR550667_ERR550669lineage2.2.1uzNukuspnca_p.thr114proA-THRTA114pnca_complex.pdb
263P115LL2PZAPP115115L0SensitiveOMhydrophilichydrophobicnon-polarnon-polarnon-polarnon-polar16.985-0.972-0.4480.979724-0.8-0.558530.77422500.314465408805031strand0.54.37.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-1400000000-20-200000-80-4-5-20-20-0.246200607902736-0.1157622739018090.0356836806794921-0.136402387041773-0.1439790575916230.08421052631578950.248076923076923DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.3890.8424:2147/150T:G:A:S:P:D:E:Q:L:N:K:R-8.987408781496410.940032862253632119.46804443549-0.0752285585987761NA4692673.510810150.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideLEU0non-MDR_11204SRR6824507lineage2.2.1cnChina: Jianggan District, Hangzhou City, Zhejiang Provincepnca_p.pro115leuABPROPA115pnca_complex.pdb
264L116PL4PZALL116116PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar13.071-1.504-1.3863.74372-2.5950.068991-0.9248800helix26.860.00021561017680039.704669751787979.704658986530479.701949905893832.29168245016684180000000022-200000-32-3-28008-0.380952380952381-0.3581395348837210.136354431486243-0.4424552429667520.03370786516853930.936842105263158-0.761120263591433DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.028-0.8729:8147/150I:V:L:M:A:T:F2.272606078088160.06344559022609041.224427601584961.85605590330240.929172866365899208.8816030049660.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage4dr_mutations_pyrazinamidePRO0ERR2510202ERR2510202lineage4.3.4.2pePerupnca_p.leu116proAHLEULA116pnca_complex.pdb
265L116RL2PZALL116116RNAMDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos13.071-0.78-1.7334.65552-4.189-1.898591-0.9248800helix26.867.18700589334483e-059.70142977291842188179.926264668Inf0.763784339928386-54-520-2-500000-20-2-20000-601-7-40-120-0.197568389057751-0.4478036175710590.169564172233189-0.714236999147485-0.4947643979057590.894736842105263-0.761120263591433DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.028-0.8729:8147/150I:V:L:M:A:T:F12.14515383872660.91902633742424119.4680444362430.1016602715482485.01153666061721e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideARG0SAMN02584643SRR1166113_SRR1169084lineage2.2.1mdMoldovapnca_p.leu116argAHLEULA116pnca_complex.pdb
266L116VL2PZALL116116V0XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar13.071-1.648-1.0841.87491-1.7060.624871-0.9248800helix26.867.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29200000000000-20000020202002-0.41742654508612-0.2801033591731270.0682883033821633-0.2908780903665810.3483146067415730.505263157894737-0.761120263591433DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.028-0.8729:8147/150I:V:L:M:A:T:F-8.987408781496410.940032862253634119.468044435492-0.0752285585987746NA4692673.5108140.384555509373631100188.5442222312680.999999999999997lineage2dr_mutations_pyrazinamideVAL0ERS1831679ERR2041934lineage2.2.1Germany_extendedCAOpnca_p.leu116valAHLEULA116pnca_complex.pdb
267L117RL2PZALL117117R0MDROMhydrophobichydrophilicnon-polarbasicnon-polarpos17.11-0.585-0.6780.0947913-1.884-0.239530.44733500.248756218905473helix1.366666666666674.467.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-28-260-2-240000-20-2-2000040142020-0.148176291793313-0.1751937984496120.0034525054815376-0.321227621483376-0.06020942408376960.09473684210526320.143269230769231DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.0830.595:3147/150D:P:G:S:A:T:K:V:L:E:H-8.987408781496420.940032862253633119.468044435491-0.0752285585987753NA4692673.510813080.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideARG0MDR_25142SRR6824543lineage2.2.1cnChina: Tonghai County, Yuxi City, Yunnan Provincepnca_p.leu117argAHLEULA117pnca_complex.pdb
268N118EL4PZANN118118ENAPre-MDROMhydrophilichydrophilicneutralacidicpolarneg19.738-0.7130.78-2.327260.371-0.19-29610.69222800.41025641025641helix-0.24.06NANANANANA-6-1400-140000-200-40000000-2-2000-0.1805977710233030.663265306122449-0.4474467430592940.313344594594595-0.0497382198952879-0.3118279569892470.221794871794872DestabilisingStabilisingStabilisingStabilisingDestabilisingneutral0.3890.8424:2146/150N:R:K:E:Y:Q:D:A:M:S:G:TNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLU0SRR6325445SRR6325445lineage4.3uspnca_p.asn118gluAHASNNA118pnca_complex.pdb
269W119CL2PZAWW119119CNAPre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar19.722-1.498-1.7434.0665-2.343-1.9148710.22444140.0491228070175438helix-0.25.77.18700589334483e-059.70142977291842188179.926264578Inf0.7637843399283864200000000-20-20000030-141201010-0.379432624113475-0.4503875968992250.148110781692757-0.399488491048593-0.50.5052631578947370.0717948717948718DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4146/150T:G:S:M:A:W:Q:F:E:Y:I:R:L:V12.14515383872610.919026337424224119.4680444362140.1016602715482695.01153666064432e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideCYS0SRR5266547SRR5266547lineage2.2.1ruRussiapnca_p.trp119cysAHTRPWA119pnca_complex.pdb
270W119GL4PZAWW119119G1MDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar19.722-1.84-2.9835.88168-3.318-3.3970850.22444140.0491228070175438helix-0.25.70.000143740117866819.411022297013511754.463552391Inf4.7312207038227452000000000000000050-361801531-0.466058763931104-0.7708010335917310.214223588458541-0.565728900255755-0.8874345549738220.7368421052631580.0717948717948718DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4146/150T:G:S:M:A:W:Q:F:E:Y:I:R:L:V13.14560022562010.924803768446985139.2771833265380.09438444913694190.0001628371344459NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4other_mutations_pyrazinamideGLY0ERR2516678ERR2516678lineage4pePerupnca_p.trp119glyAHTRPWA119pnca_complex.pdb
271W119LL2PZAWW119119LNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar19.722-2.11-1.9812.39227-1.186-1.9232660.22444140.0491228070175438helix-0.25.7NANANANANA220000000000000000101112068-0.534447821681864-0.5118863049095610.0871316807377676-0.202216538789429-0.502617801047120.3368421052631580.0717948717948718DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4146/150T:G:S:M:A:W:Q:F:E:Y:I:R:L:VNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideLEU0ERR775375ERR775375lineage2.2.1pepnca_p.trp119leuAHTRPWA119pnca_complex.pdb
272W119RL2PZAWW119119R0MDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos19.722-0.807-1.8743.61213-2.916-1.8970850.22444140.0491228070175438helix-0.25.70.00050309041253416.474105263157896.474105176706546.472819750998985.34879705543722-4-300-2-280000-200-20000-20-5-10020-0.204407294832827-0.4842377260981910.131561637249689-0.497186700767263-0.4947643979057590.7368421052631580.0717948717948718DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4146/150T:G:S:M:A:W:Q:F:E:Y:I:R:L:V1.867810401387930.01450430452545360.7640790886338462.444524957131761.426237547378832.88773538824170.8111797563635850.01927245551078241.715062948196441.0942940373441644.23978054499420.0207365726835135lineage2dr_mutations_pyrazinamideARG0ERR2516865ERR2516865lineage2.2.1gbUKpnca_p.trp119argAHTRPWA119pnca_complex.pdb
273W119SL4PZAWW119119S1MDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar19.722-0.995-3.1364.6385-2.258-3.4466800.22444140.0491228070175438helix-0.25.70.000143740117866819.411022297013511754.463554449Inf4.731220703822744400000000-20-20000060061401012-0.252026342451874-0.8103359173126620.16894426678516-0.384995737425405-0.9005235602094240.6947368421052630.0717948717948718DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4146/150T:G:S:M:A:W:Q:F:E:Y:I:R:L:V13.14560022562410.924803768447112139.2771833268150.09438444913678260.0001628371344395NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideSER0ERR2516993ERR2516993lineage4.1.2.1gbUKpnca_p.trp119serAHTRPWA119pnca_complex.pdb
274L120PL4PZALL120120PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar17.55-1.644-2.1817.59698-4.748-1.517985-1.1429900helix-0.5333333333333348.070.0018686215322696254.9171270718233820001.12561286Inf120.509921037495161600160000222-2000004-4-28024-0.416413373860182-0.5635658914728680.276698548212035-0.809548167092924-0.3952879581151830.831578947368421-0.940691927512356DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.201-1.1249:9147/150F:V:L15.15576127524580.885234541058746105.0027715031860.1443367737658815316.7789340045204626892427938962.406399015315891.01650823124183e-2019.992889100283832.1173872780919Inf4.89215110948636e-28lineage4dr_mutations_pyrazinamidePRO0ERR3148160ERR3148160lineage4.1.1.3mxMexicopnca_p.leu120proAHLEULA120pnca_complex.pdb
275L120RL3PZALL120120R1Pre-XDROMhydrophobichydrophilicnon-polarbasicnon-polarpos17.55-0.772-2.515.6624-4.716-1.937485-1.1429900helix-0.5333333333333348.070.000503090412534112.145113732097712.145077379406512.141666415150411.0019205274607-44-320-2-30000000000000-800-13-80-12-4-0.195542046605876-0.6485788113695090.206236933544096-0.804092071611253-0.5052356020942410.778947368421053-0.940691927512356DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.201-1.1249:9147/150F:V:L2.49692393373120.00282932188573230.836294959445552.985697696165262.6161083308303884.83712708392591.084401586081550.00225160059751252.647508644762061.98635523014012127.7199466456360.0009101752788745lineage3other_mutations_pyrazinamideARG0ERR3335799ERR3335799lineage3pkPakistanpnca_p.leu120argAHLEULA120pnca_complex.pdb
276R121PL2PZARR121121PNAPre-XDRDMhydrophilichydrophilicbasicnon-polarposnon-polar22.533-1.047-0.464.90155-1.076-0.1177850.506331250.456204379562044helix-1.43.767.18700589334483e-059.70142977291842188179.926264617Inf0.7637843399283864020021800004220000004-3-24040-0.265197568389058-0.1188630490956070.178525120375294-0.183461210571185-0.02879581151832460.8105263157894740.162179487179487DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.2250.594:3147/150D:T:A:S:G:L:N:C:R:K:I:H:E:Q12.14515383872640.919026337424231119.4680444362270.1016602715482595.01153666063191e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamidePRO0ERR1213849ERR1213849lineage2.2.2krSouth Koreapnca_p.arg121proAHARGRA121pnca_complex.pdb
277R121QL1PZARR121121Q0OtherOMhydrophilichydrophilicbasicneutralpospolar22.533-0.674-0.1691.41722-0.286-0.531530.506331250.456204379562044helix-1.43.767.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2922180216000000000000-100-1-20-22-0.170719351570415-0.04366925064599480.0516182373123347-0.0487638533674339-0.1387434554973820.01052631578947370.162179487179487DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.2250.594:3147/150D:T:A:S:G:L:N:C:R:K:I:H:E:Q-8.987408781496410.940032862253633119.46804443549-0.0752285585987758NA4692673.510809880.384555509373631100188.5442222312680.999999999999997lineage1other_mutations_pyrazinamideGLN0SAMEA2297105,ERS389492,ERR400534ERR400534lineage1.2.1gbUnited Kingdompnca_p.arg121glnAHARGRA121pnca_complex.pdb
278R121WL2PZARR121121WNASensitiveOMhydrophilichydrophobicbasicnon-polarposnon-polar22.533-0.426-0.5381.95975-0.442-0.570850.506331250.456204379562044helix-1.43.76NANANANANA61802160000202000000000-40-6-2-0.10790273556231-0.1390180878552970.0713783608563582-0.0753623188405797-0.1308900523560210.7368421052631580.162179487179487DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.2250.594:3147/150D:T:A:S:G:L:N:C:R:K:I:H:E:QNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideTRP0ERR234139ERR234139lineage2.2.1cnChinapnca_p.arg121trpAHARGRA121pnca_complex.pdb
279Q122RL4PZAQQ122122RNASensitiveOMhydrophilichydrophilicneutralbasicpolarpos24.683-0.1140.113-1.69455-0.152-0.16-41721.334111320.586666666666667loop-4.166666666666673.49NANANANANA-24-100-1000020-200000203-12002-0.02887537993920970.0960884353741496-0.325799815427209-0.0259164535379369-0.0418848167539267-0.4408602150537630.427564102564103DestabilisingStabilisingStabilisingDestabilisingDestabilisingneutral0.8421.7122:1147/150D:T:S:M:A:G:K:R:N:Q:H:E:YNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideARG0ERR2229385ERR2229385lineage4.8dkpnca_p.gln122argATGLNQA122pnca_complex.pdb
280R123GL1PZARR123123GNAMDROMhydrophilichydrophobicbasicneutralposnon-polar23.59-1.129-1.2122.77078-1.005-0.951750.65933980.357664233576642loop-2.83.81NANANANANA50160214000020020000103-3601117-0.28596757852077-0.3131782945736430.100917838853721-0.171355498721228-0.2356020942408380.5368421052631580.211217948717949DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.3890.8424:2147/150Q:H:F:Y:E:K:I:C:R:N:V:L:T:A:MNANANANANANANANANANANANAlineage1other_mutations_pyrazinamideGLY0ERR1213910ERR1213910lineage1.2.1phPhilippinespnca_p.arg123glyATARGRA123pnca_complex.pdb
281R123PL2PZARR123123P1Pre-XDRDMhydrophilichydrophilicbasicnon-polarposnon-polar23.59-0.955-0.3483.53353-1.065-0.2354750.65933980.357664233576642loop-2.83.810.000143740117866819.411022297013511754.463554485Inf4.731220703822744216021400003012000042-206024-0.241894630192503-0.0899224806201550.12869885415832-0.181585677749361-0.06020942408376960.5684210526315790.211217948717949DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.3890.8424:2147/150Q:H:F:Y:E:K:I:C:R:N:V:L:T:A:M13.14560022562420.924803768447114139.277183326820.09438444913677960.0001628371344393NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamidePRO0ERS458430,SAMEA2535028ERR552955_ERR552956lineage2.2.1uzNukuspnca_p.arg123proATARGRA123pnca_complex.pdb
282G124RL4PZAGG124124RNAPre-MDROMhydrophobichydrophilicneutralbasicnon-polarpos26.025-0.075-0.757-0.489243-0.439-0.4728631.07111360.346153846153846loop-0.2333333333333333.58NANANANANA-20-140-2-120000-200-20000-20-5-240-11-0.0189969604863221-0.195607235142119-0.0940634853495347-0.0748508098891731-0.123036649214660.2947368421052630.343269230769231DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect0.591.1833:1147/150A:S:G:D:Q:E:R:K:NNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideARG0ERR3148213ERR3148213lineage4.3.4.1mxMexicopnca_p.gly124argATGLYGA124pnca_complex.pdb
283G124SL1PZAGG124124S0SensitiveOMhydrophobichydrophilicneutralneutralnon-polarpolar26.0250.612-1.241.1133-0.85-0.39-22611.07111360.346153846153846loop-0.2333333333333333.587.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29000000000-20-200000-10-3000-3-90.274439461883408-0.3204134366925060.0405488093590425-0.144927536231884-0.102094240837696-0.2365591397849460.343269230769231StabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.591.1833:1147/150A:S:G:D:Q:E:R:K:N-8.987408781496410.940032862253633119.46804443549-0.0752285585987759NA4692673.510812150.384555509373631100188.5442222312680.999999999999997lineage1other_mutations_pyrazinamideSER0ERR2513039ERR2513039lineage1.1.2gbUKpnca_p.gly124serATGLYGA124pnca_complex.pdb
284V125AL1PZAVV125125ANASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar21.367-1.941-2.4492.08114-2.189-1.894971-0.0955500loop0.16.12NANANANANA4000000000000000000-124045-0.491641337386018-0.63281653746770.0757996488902163-0.373231031543052-0.4947643979057590.515789473684211-0.0782537067545305DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5147/150I:L:V:Q:F:A:ENANANANANANANANANANANANAlineage1other_mutations_pyrazinamideALA0DRR185019DRR185019lineage1.1.1vnVietnampnca_p.val125alaA-VALVA125pnca_complex.pdb
285V125DL4PZAVV125125DNAOtherDMhydrophobichydrophilicnon-polaracidicnon-polarneg21.367-0.358-3.0133.9883-4.507-2.677485-0.0955500loop0.16.120.00021561017680030.8079024800336284.5966027178939e-0500.000393645565148-8-320-2-300000-20-200000-80-6-1202-2-0.0906788247213779-0.7785529715762270.145262567472082-0.76845694799659-0.6989528795811520.778947368421053-0.0782537067545305DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5147/150I:L:V:Q:F:A:E-9.987607973918180.930014323968984113.719344729606-0.0878268160765965NA127.948735098941-0.092641058704739710011.73697547380050.984170607395186lineage4dr_mutations_pyrazinamideASP0ERR2229701ERR2229701lineage4.8dkpnca_p.val125aspA-VALVA125pnca_complex.pdb
286V125FL2PZAVV125125FNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar21.367-1.707-1.7394.56-1.65-1.724871-0.0955500loop0.16.120.00014374011786681.21195880622114.59700131334263e-0501.01056822389159e-25-20-40-2-2000000000000-110-6-10-20-6-2-0.432370820668693-0.4493540051679590.166085125911465-0.281329923273657-0.4502617801047120.505263157894737-0.0782537067545305DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5147/150I:L:V:Q:F:A:E-9.987521262450590.942832958100734139.277183325398-0.0717096729269461NA144471.7063148480.083487858662857910025.83865859621630.999999999999746lineage2other_mutations_pyrazinamidePHE0SRR1710096SRR1710096lineage2.2.1cnpnca_p.val125pheA-VALVA125pnca_complex.pdb
287V125GL4PZAVV125125GNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar21.367-1.814-3.0053.83404-3.24-2.637085-0.0955500loop0.16.120.003162282593071767.40975192472267.409360011901167.3855171102593174.91830318005980000000000000000-20-10801321-0.459473150962513-0.7764857881136950.139644082488946-0.552429667519182-0.688481675392670.736842105263158-0.0782537067545305DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.332-0.0386:5147/150I:L:V:Q:F:A:E4.210783880856491.83664466117051e-120.5975832175003067.0463556497958924.5112444006964278.6368930973781.828722728890422.05851007546474e-2827.686447002988621.4729050424094338.0905519782096.23802610818127e-40lineage4dr_mutations_pyrazinamideGLY0ERR275229ERR275229lineage4.3.4.2ptPortugalpnca_p.val125glyA-VALVA125pnca_complex.pdb
288D126EL4PZADD126126ENAPre-XDROMhydrophilichydrophilicacidicacidicnegneg23.0830.035-0.157-0.565957-0.068-0.55-71873.1211660.341968911917098loop-0.9333333333333334.35NANANANANA-22002000000000000-100-1000-20.0156950672645739-0.0405684754521963-0.108812773975236-0.0115942028985507-0.143979057591623-0.7634408602150541StabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral1.7123.1251:1147/150D:T:M:S:A:G:L:N:V:K:R:H:E:Y:QNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLU0SAMN01925669SRR847782_SRR924233lineage4.3.3zaSouth Africapnca_p.asp126gluA-ASPDA126pnca_complex.pdb
289E127DL4PZAEE127127DNAPre-XDROMhydrophilichydrophilicacidicacidicnegneg20.54-1.005-1.3412.77841-0.674-1.29-42720.91622550.246636771300448strand-0.9333333333333335.17NANANANANA6-200-2000020020000-30-2-30000-0.254559270516717-0.3465116279069770.101195740062209-0.114919011082694-0.337696335078534-0.4516129032258060.293589743589744DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.591.1833:1147/150D:T:S:G:A:R:K:N:L:Q:H:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamideASP0SAMN02628491SRR1180156_SRR1172164_SRR1172203_SRR1183110lineage4.3irIranpnca_p.glu127aspAEGLUEA127pnca_complex.pdb
290E127VL2PZAEE127127VNAPre-XDROMhydrophilichydrophobicacidicnon-polarnegnon-polar20.54-2.2470.454-0.86796-0.221-0.3312590.91622550.246636771300448strand-0.9333333333333335.17NANANANANA14240420000020020000-30-30-20-2-2-0.5691489361702130.386054421768707-0.166876874567408-0.0376811594202899-0.08638743455497380.1263157894736840.293589743589744DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect0.591.1833:1147/150D:T:S:G:A:R:K:N:L:Q:H:ENANANANANANANANANANANANAlineage2other_mutations_pyrazinamideVAL0SRS797287SRR1723816lineage2.2.1cnChina:Guangdongpnca_p.glu127valAEGLUEA127pnca_complex.pdb
291V128FL2PZAVV128128F1Pre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar16.575-2.082-1.8492.63855-1.167-1.735875-0.3946600strand-0.9333333333333338.317.18700589334483e-059.70142977291842188179.926264397Inf0.763784339928386-340000000000000000-110-3-10-40-2-8-0.527355623100304-0.4777777777777780.0961017344240561-0.198976982097187-0.4528795811518320.610526315789474-0.324546952224053DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.3327:6147/150V:L:I:A12.14515383872520.919026337424191119.4680444361570.1016602715483095.01153666069775e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamidePHE0ERR552933,SAMEA2535011,ERS458413ERR552933lineage2.2.1uzNukuspnca_p.val128pheAEVALVA128pnca_complex.pdb
292V128GPZAVV128128GNAPre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar16.575-1.823-3.5644.66562-4.952-3.827585-0.3946600strand-0.9333333333333338.310.001006180825068229.23447401774429.234462557869629.20088225163141.8296883276733160000000000000000000060723-0.461752786220871-0.9209302325581390.169932036218213-0.844330775788576-10.789473684210526-0.324546952224053DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.553-0.3327:6147/150V:L:I:A3.375348237941289.91219225447489e-060.7638124194927754.419080067044157.9656644717311187.9595638158781.465895284482653.94377277607243e-087.404088115267516.49943487243223267.2062113035949.95798685333635e-11dr_mutations_pyrazinamideGLY0SRR5818412SRR5818412djDjiboutipnca_p.val128glyAEVALVA128pnca_complex.pdb
293D129GL4PZADD129129G0MDROMhydrophilichydrophobicacidicneutralnegnon-polar14.781-3.948-0.654.68356-2.685-0.4377850.0745500strand1.633333333333337.777.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29343604320000400400004004401119-1-0.1679586563307490.170585450068838-0.457800511508951-0.1125654450261780.8105263157894740.0237179487179487DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150I:V:L:E:Y:H:F:D:W:S:A:T-8.987408781496410.940032862253633119.468044435492-0.0752285585987749NA4692673.510811210.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideGLY0ERR2516980ERR2516980lineage4.8gbUKpnca_p.asp129glyAEASPDA129pnca_complex.pdb
294D129NL4PZADD129129NNASensitiveOMhydrophilichydrophilicacidicneutralnegpolar14.781-3.245-0.7351.83782-2.127-0.8772850.0745500strand1.633333333333337.777.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-23804340000-20-20000000-100020-0.82193515704154-0.1899224806201550.0669374048470633-0.362659846547315-0.2277486910994760.7578947368421050.0237179487179487DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150I:V:L:E:Y:H:F:D:W:S:A:T-8.987408781496410.940032862253634119.468044435493-0.0752285585987741NA4692673.510812310.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideASN0ERR190405ERR190405lineage4.3.4.1mwMalawipnca_p.asp129asnAEASPDA129pnca_complex.pdb
295D129YL2PZADD129129YNAPre-MDROMhydrophilichydrophobicacidicneutralnegpolar14.781-2.8320.1873.809370.4360.1242710.0745500strand1.633333333333337.777.18700589334483e-059.70142977291842188179.926264589Inf0.763784339928386-40340430000040020000-80-3-58042-0.7173252279635260.1590136054421770.1387455473888940.3682432432432430.06741573033707860.4421052631578950.0237179487179487DestabilisingStabilisingDestabilisingStabilisingStabilisingeffect-0.1470.2256:4147/150I:V:L:E:Y:H:F:D:W:S:A:T12.14515383872620.919026337424226119.4680444362170.1016602715482665.0115366606409e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideTYR0SRR5074094SRR5074094lineage2.2.1.1vnVietnampnca_p.asp129tyrAEASPDA129pnca_complex.pdb
296V130AL2PZAVV130130ANAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.402-1.377-2.8273.70939-2.959-2.3251750.0645500strand1.6333333333333311.277.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-2920000000000-20000030304043-0.348784194528875-0.7304909560723510.135104058158932-0.504518329070759-0.6073298429319370.5368421052631580.0205128205128205DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150M:F:D:C:I:L:V-8.987408781496410.940032862253633119.468044435491-0.0752285585987751NA4692673.510813270.384555509373631100188.5442222312680.999999999999997lineage2dr_mutations_pyrazinamideALA0ERR029210ERR029210lineage2.2.1nlNetherlandspnca_p.val130alaAEVALVA130pnca_complex.pdb
297V130EL2PZAVV130130E1MDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg10.402-0.292-3.2075.05456-5.67-1.7475850.0645500strand1.6333333333333311.270.000143740117866819.411022297013511754.46355254Inf4.73122070382274-46-560-4-52000000000000-500-5-202-4-0.0739614994934143-0.8286821705426360.184098077637512-0.966751918158568-0.4554973821989530.7894736842105260.0205128205128205DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150M:F:D:C:I:L:V13.14560022562040.924803768446994139.2771833265570.09438444913693090.0001628371344454NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideGLU0ETB0035SRR6257089lineage2.2.1ruRussia:Leningrad Regionpnca_p.val130gluAEVALVA130pnca_complex.pdb
298V130GL2PZAVV130130GNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar10.402-1.126-3.4295.77612-4.805-3.4673850.0645500strand1.6333333333333311.270.000143740117866819.411022297013511754.463552424Inf4.73122070382274200000000000-200000303080923-0.285207700101317-0.8860465116279070.210378863482397-0.81926683716965-0.9057591623036650.7684210526315790.0205128205128205DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150M:F:D:C:I:L:V13.14560022562020.924803768446987139.2771833265420.09438444913693940.0001628371344458NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideGLY0SRR6397471SRR6397471lineage2.2.1caCanadapnca_p.val130glyAEVALVA130pnca_complex.pdb
299V130ML1PZAVV130130MNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.402-2.265-1.539-0.707302-2.385-1.3134660.0645500strand1.6333333333333311.277.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-580000000000-200000-203-5-402-6-0.57370820668693-0.397674418604651-0.135988233484581-0.406649616368286-0.3429319371727750.3578947368421050.0205128205128205DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.1470.2256:4147/150M:F:D:C:I:L:V-8.987408781496420.940032862253634119.468044435493-0.0752285585987741NA4692673.51081320.384555509373631100188.5442222312680.999999999999997lineage1other_mutations_pyrazinamideMET0ERR3256144ERR3256144lineage1.2.1phPhilippinespnca_p.val130metAEVALVA130pnca_complex.pdb
300V131FL2PZAVV131131F1Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar9.063-2.323-1.591.54666-1.786-1.5272850.2044410.0057471264367816strand2.6666666666666710.360.000143740117866819.411022297013511754.463553315Inf4.73122070382274-44-400-4000000000000-150-7-8-60-8-8-0.588399189463019-0.4108527131782950.0563327238689093-0.304518329070759-0.3979057591623040.7578947368421050.0653846153846154DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4147/150D:M:S:A:G:T:C:V:L13.14560022562190.924803768447041139.2771833266610.09438444913687130.000162837134443NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamidePHE0SAMN10961371SRR8651611lineage2.2.1cnChina:Wenzhoupnca_p.val131pheAEVALVA131pnca_complex.pdb
301V131GL4PZAVV131131GNAMDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar9.063-1.774-3.1825.35345-3.989-2.5354750.2044410.0057471264367816strand2.6666666666666710.360.000143740117866819.411022297013511754.463553338Inf4.7312207038227460000000000000000000020319-0.449341438703141-0.8222222222222220.194984302041827-0.680136402387042-0.6623036649214660.5684210526315790.0653846153846154DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4147/150D:M:S:A:G:T:C:V:L13.1456002256220.924803768447044139.2771833266670.09438444913686760.0001628371344429NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4other_mutations_pyrazinamideGLY0ERR2510219ERR2510219lineage4.1.2.1pePerupnca_p.val131glyAEVALVA131pnca_complex.pdb
302G132AL4PZAGG132132ANAMDRDMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar6.912-1.92-0.8295.5504-2.927-0.288091-1.1919900strand2.766666666666678.750.000574960471467514.580278128950714.580227794011714.580175903406115.0663448164144-40000000000000000-60-6-200-7-18-0.486322188449848-0.214211886304910.20215764974978-0.499062233589088-0.07329842931937170.842105263157895-0.981054365733114DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9147/150G2.67966635019040.00102453523771040.8160506321224173.283701089993673.3569796112201699.55386925915491.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage4dr_mutations_pyrazinamideALA0ERR3148191ERR3148191lineage4.1.2.1mxMexicopnca_p.gly132alaAEGLYGA132pnca_complex.pdb
303G132DL2PZAGG132132DNAMDRDMhydrophobichydrophilicneutralacidicnon-polarneg6.912-0.822-2.51818.6426-3.507-1.469295-1.1919900strand2.766666666666678.750.000431220353600658.33122629582811393450.94022859Inf23.547488635408-22-420-2-40000000000000-110-9-6-40-9-23-0.208206686930091-0.6506459948320410.679004071999359-0.597953964194373-0.3821989528795810.968421052631579-0.981054365733114DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9147/150G14.14729391913340.915018435775164132.5760606765640.1067107730229484.17896182038204NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage2dr_mutations_pyrazinamideASP0SAMN02414914SRR1146372_SRR1144743_SRR1166918_SRR1162871lineage2.2.1seSwedenpnca_p.gly132aspAEGLYGA132pnca_complex.pdb
304G132SL4PZAGG132132S1MDRDMhydrophobichydrophilicneutralneutralnon-polarpolar6.912-0.312-2.06110.5344-3.165-1.178591-1.1919900strand2.766666666666678.750.000574960471467577.84057359763811394626.35224766Inf33.1802749271012-40000000000000000-80-8-400-7-19-0.0790273556231003-0.5325581395348840.383685778596872-0.539641943734015-0.3062827225130890.894736842105263-0.981054365733114DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.229-1.1789:9147/150G14.14813708950880.901927875940771114.8142370345560.12322633024378982.9586021393604NA1.891206027534857.2326389241213e-076.14070321569598.29603358299821Inf8.39983046099388e-09lineage4dr_mutations_pyrazinamideSER0ERR2515345ERR2515345lineage4.1.1.3zaSouth Africapnca_p.gly132serAEGLYGA132pnca_complex.pdb
305I133SL2PZAII133133SNAXDROMhydrophobichydrophilicnon-polarneutralnon-polarpolar3.050.578-3.2193.30196-2.461-3.477085-0.7398830.015228426395939strand1.966666666666677.97.18700589334483e-059.70142977291842188179.926264589Inf0.7637843399283863400000000-20-200000000060800.259192825112108-0.8317829457364340.120264570691803-0.419607843137255-0.9083769633507850.736842105263158-0.608731466227348StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7147/150V:L:I:M:F12.14515383872620.919026337424226119.4680444362180.1016602715482665.01153666064073e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideSER0SAMN07236533,SRR5709884SRR5709884lineage2.2.1thThailandpnca_p.ile133serAEILEIA133pnca_complex.pdb
306I133TL2PZAII133133T1Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar3.050.703-2.7881.57844-1.862-2.566880-0.7398830.015228426395939strand1.966666666666677.90.00316228259307176.436971783749946.436971725678216.4356972112588346.35889970452383400000000-20-200000000040400.3152466367713-0.7204134366925060.0574902206455467-0.317476555839727-0.6701570680628270.715789473684211-0.608731466227348StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6748:7147/150V:L:I:M:F1.862058200592011.05183177238756e-090.3051884226465076.101339573909063.5522227107020811.85555834892310.8086816054178372.90039620895666e-098.537542671201013.3973925116016912.38750451687279.84592753332283e-12lineage2dr_mutations_pyrazinamideTHR0ERS457609ERR551811_ERR551810_ERR551809lineage2.2.1uzNukuspnca_p.ile133thrAEILEIA133pnca_complex.pdb
307A134DL4PZAAA134134D0Pre-XDROMhydrophobichydrophilicnon-polaracidicnon-polarneg3.0470.582-2.981.03055-3.856-1.138591-1.11199100.0775193798449612loop1.866666666666676.777.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-24-3400-340000-20-200000000-2-40-2-30.260986547085202-0.7700258397932820.0375348742342237-0.657459505541347-0.2958115183246070.894736842105263-0.915156507413509StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.178-1.0949:9147/150V:T:S:A-8.987408781496430.940032862253634119.468044435494-0.0752285585987736NA4692673.5108140.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideASP0SRR2100459,SAMN03647632SRR2100459lineage4.4.1.1pnca_p.ala134aspA-ALAAA134pnca_complex.pdb
308A134GL4PZAAA134134GNAPre-XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar3.047-0.378-1.618-1.28536-2.508-1.887985-1.11199100.0775193798449612loop1.866666666666676.77NANANANANA20000000000000000001000314-0.0957446808510638-0.418087855297158-0.247127585941706-0.427621483375959-0.4921465968586390.831578947368421-0.915156507413509DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-1.0949:9147/150V:T:S:ANANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLY0ERR3148178ERR3148178lineage4.3.3mxMexicopnca_p.ala134glyA-ALAAA134pnca_complex.pdb
309A134PL2PZAAA134134P1MDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar3.0470.077-1.426-5.2012-2.503-0.198891-1.11199100.0775193798449612loop1.866666666666676.777.18700589334483e-059.70142977291842188179.92626465Inf0.7637843399283860000000000000000011-1-2-200-90.0345291479820627-0.368475452196382-1-0.426768968456948-0.04973821989528790.926315789473684-0.915156507413509StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-1.0949:9147/150V:T:S:A12.14515383872650.919026337424237119.4680444362370.1016602715482525.01153666062244e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamidePRO0SAMEA2535049,ERS458451ERR552982_ERR552983lineage2.2.1uzNukuspnca_p.ala134proA-ALAAA134pnca_complex.pdb
310A134TL1PZAAA134134TNAXDROMhydrophobichydrophobicnon-polarneutralnon-polarpolar3.0470.875-1.925-0.943073-1.723-1.446180-1.11199100.0775193798449612loop1.866666666666676.77NANANANANA-600000000-20-200000-200-4-20-2-30.39237668161435-0.497416020671835-0.181318349611628-0.293776641091219-0.376963350785340.642105263157895-0.915156507413509StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-1.0949:9147/150V:T:S:ANANANANANANANANANANANANAlineage1other_mutations_pyrazinamideTHR0SRR7898227SRR7898227lineage1.1.2inIndiapnca_p.ala134thrA-ALAAA134pnca_complex.pdb
311A134VL4PZAAA134134V0OtherDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar3.0470.118-0.414-1.46184-1.64-0.887485-1.11199100.0775193798449612loop1.866666666666676.770.000359350294667219.425684210526319.425668057176719.41697909836369.87561363723508-60000000000000000-20-2-6-20-2-30.052914798206278-0.106976744186046-0.281058217334461-0.279624893435635-0.2303664921465970.778947368421053-0.915156507413509StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.178-1.0949:9147/150V:T:S:A2.966595287280180.00795005031660531.117705282648222.654183829436072.87215213651462380.0971589755881.288376324441960.00368168890159292.433952911657541.92061868691892951.4031143047030.0016748373055023lineage4dr_mutations_pyrazinamideVAL0ERR2513980ERR2513980lineage4.8gbUKpnca_p.ala134valA-ALAAA134pnca_complex.pdb
312T135AL2PZATT135135ANAPre-XDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar6.021-1.324-0.3470.939971-1.151-0.327285-0.6127730.0174418604651162loop-0.85.97NANANANANA40000000040-24000040426063-0.335359675785208-0.08966408268733850.0342357898877469-0.196248934356351-0.08376963350785340.757894736842105-0.504118616144975DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.5538:7147/150G:S:M:A:T:L:R:E:Y:F:QNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideALA0SAMN02584663SRR1166176_SRR1169028lineage2.2.1mdMoldovapnca_p.thr135alaATTHRTA135pnca_complex.pdb
313T135IL4PZATT135135I0MDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar6.021-1.0390.442-0.624872-0.2790.668691-0.6127730.0174418604651162loop-0.85.977.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-100000000040-240000-30-10202-4-0.2631712259371830.375850340136054-0.120139967699762-0.04757033248081840.3707865168539330.905263157894737-0.504118616144975DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect-0.728-0.5538:7147/150G:S:M:A:T:L:R:E:Y:F:Q-8.98740878149640.940032862253633119.46804443549-0.0752285585987755NA4692673.51081090.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideILE0ERR2516192ERR2516192lineage4.2.2beBelgiumpnca_p.thr135ileATTHRTA135pnca_complex.pdb
314T135PL4PZATT135135P1MDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar6.021-1.103-0.1414.22994-2.5130.59395-0.6127730.0174418604651162loop-0.85.970.0019404915912031127.447513812155127.447463030391127.547977311481114.17769260997340000000062-2400000200404-2-0.279381965552178-0.03643410852713170.154063622258321-0.428473998294970.2808988764044940.978947368421053-0.504118616144975DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.728-0.5538:7147/150G:S:M:A:T:L:R:E:Y:F:Q4.847704225017031.95563371409724e-061.018862826520614.7579557314617127.08950536111362275.864356792432.105331367869682.29679039420522e-1918.63887863684420.91035397255025063.916431527161.19139212303841e-26lineage4dr_mutations_pyrazinamidePRO0SAMN03648845,SRR2101598SRR2101598lineage4.1.2.1pnca_p.thr135proATTHRTA135pnca_complex.pdb
315T135SL4PZATT135135S0MDROMhydrophobichydrophilicneutralneutralpolarpolar6.021-0.709-1.6050.77889-1.567-0.716580-0.6127730.0174418604651162loop-0.85.977.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-290000000000000000030122022-0.179584599797366-0.4147286821705430.0283688692371011-0.267178175618073-0.185863874345550.684210526315789-0.504118616144975DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.5538:7147/150G:S:M:A:T:L:R:E:Y:F:Q-8.987408781496410.940032862253632119.46804443549-0.075228558598776NA4692673.510811840.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideSER00600D-sc-2011-10-12T14:59:43Z-1289186,ERR117452ERR117452lineage4.3.3ruRussia,Samarapnca_p.thr135serATTHRTA135pnca_complex.pdb
316D136AL2PZADD136136A1MDROMhydrophilichydrophobicacidicnon-polarnegnon-polar6.179-2.5060.661.50112-0.9931.787385-1.0769960.0310880829015544loop-2.466666666666675.377.18700589334483e-059.70142977291842188179.926264403Inf0.763784339928386429002900008022000040046010-3-0.6347517730496450.5612244897959180.0546740579403988-0.16930946291560110.768421052631579-0.886326194398682DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.152-1.0289:9147/150S:E:D12.14515383872520.919026337424193119.4680444361590.1016602715483085.01153666069587e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideALA0ERR551545ERR551545lineage2.2.1szSwazilandpnca_p.asp136alaATASPDA136pnca_complex.pdb
317D136GL2PZADD136136G0MDRDMhydrophilichydrophobicacidicneutralnegnon-polar6.179-2.5780.3142.04991-1.4550.527985-1.0769960.0310880829015544loop-2.466666666666675.370.00086244070720133.468528102058013.468528135126993.468097036263283.526941160558462900290000802200005052801315-0.6529888551165150.2670068027210880.0746621843107832-0.2480818414322250.2921348314606740.831578947368421-0.886326194398682DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.152-1.0289:9147/150S:E:D1.243730335422540.03378892238208850.5859516990766822.122581669073341.0257838075822110.87586951453590.5401452175091220.04008255650264721.397044586552370.86717745533264312.70729948992860.0603790832350862lineage2dr_mutations_pyrazinamideGLY0ERR2516443ERR2516443lineage2.2.1pePerupnca_p.asp136glyATASPDA136pnca_complex.pdb
318D136NL2PZADD136136NNAPre-MDRDMhydrophilichydrophilicacidicneutralnegpolar6.179-1.580.2160.961088-1.3770.487985-1.0769960.0310880829015544loop-2.466666666666675.370.00050309041253413.639835858585863.639835853048293.639363653987781.712378964787860290029000040020000-503-9402-4-0.4002026342451870.1836734693877550.0350049169938592-0.2347826086956520.2696629213483150.831578947368421-0.886326194398682DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-1.152-1.0289:9147/150S:E:D1.291938585315420.09086654325627080.7640789771254491.690844302739280.71651909963243316.52227109308870.5610817992211070.1018837765797330.991894965187220.53273875669343821.525946479470.190677002690395lineage2dr_mutations_pyrazinamideASN0SRR5073892SRR5073892lineage2.2.1.1vnVietnampnca_p.asp136asnATASPDA136pnca_complex.pdb
319D136YL4PZADD136136YNAMDRDMhydrophilichydrophobicacidicneutralnegpolar6.179-1.662-0.966.12929-1.07-0.238691-1.0769960.0310880829015544loop-2.466666666666675.370.000215610176800329.1287878787879511969.848429002Inf9.2872640727157-32250025000060240000-60-4-4-202-2-0.4209726443769-0.2480620155038760.223242083639887-0.182438192668372-0.06020942408376960.905263157894737-0.886326194398682DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.152-1.0289:9147/150S:E:D13.14602101250050.907969111549614113.7193447319470.1156005694852320.183926936277317NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage4dr_mutations_pyrazinamideTYR0ERR2510215ERR2510215lineage4.3.4.1pePerupnca_p.asp136tyrATASPDA136pnca_complex.pdb
320H137NL3PZAHH137137N0MDROMhydrophobichydrophilicbasicneutralpospolar3.419-0.1240.1890.40144-0.4750.66580-0.41577840.375loop-1.44.67.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29143003000000000000-101-14022-0.03140830800405260.1607142857142860.0146213186284865-0.08098891730605280.3370786516853930.684210526315789-0.341845140032949DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.615-0.3327:6147/150Q:H:F:E:Y:I:V:W-8.987408781496420.940032862253634119.468044435493-0.075228558598774NA4692673.510812540.384555509373631100188.5442222312680.999999999999997lineage3other_mutations_pyrazinamideASN0ERR2516643ERR2516643lineage3nlNetherlandspnca_p.his137asnATHISHA137pnca_complex.pdb
321H137PL4PZAHH137137PNAPre-XDRDMhydrophobichydrophilicbasicnon-polarposnon-polar3.419-0.7650.3662.19045-0.8821.038691-0.41577840.375loop-1.44.6NANANANANA34300300002020000004-2-420-40-0.1937689969604860.3112244897959180.0797809570291159-0.1503836317135550.5786516853932580.905263157894737-0.341845140032949DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.615-0.3327:6147/150Q:H:F:E:Y:I:V:WNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamidePRO0ERR2707085ERR2707085lineage4.1.2cdDemocratic Republic of Congopnca_p.his137proATHISHA137pnca_complex.pdb
322H137RL2PZAHH137137R1MDRDMhydrophobichydrophilicbasicbasicpospos3.4190.466-0.2720.488665-0.3170.217685-0.41577840.375loop-1.44.60.00028748023573374.851914177534714.851914140399814.851184435511781.17497090855698-52-200-2000000000000104-1-20-2-40.208968609865471-0.07028423772609820.0177982429941943-0.05404944586530260.1179775280898880.8-0.341845140032949StabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.615-0.3327:6147/150Q:H:F:E:Y:I:V:W1.579373295212090.1143422970043041.00025364540071.578972796024540.58188909131281940.45629110753240.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561lineage2dr_mutations_pyrazinamideARG0MDR_10142SRR6824295lineage2.2.1cnChina: Huqiu Hi-tech District, Suzhou City, Jiangsu Provincepnca_p.his137argATHISHA137pnca_complex.pdb
323H137YL1PZAHH137137YNASensitiveOMhydrophobichydrophobicbasicneutralpospolar3.419-0.0050.8590.344473-0.3941.72-753-0.41577840.375loop-1.44.67.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-423003000020200000-101-4-20-20-0.00126646403242140.7304421768707480.0125464564864255-0.06717817561807330.966292134831461-0.0752688172043011-0.341845140032949DestabilisingStabilisingDestabilisingDestabilisingStabilisingneutral-0.615-0.3327:6147/150Q:H:F:E:Y:I:V:W-8.987408781496420.940032862253633119.468044435491-0.0752285585987755NA4692673.510812850.384555509373631100188.5442222312680.999999999999997lineage1other_mutations_pyrazinamideTYR0ERR767966ERR767966lineage1.1.1thThailandpnca_p.his137tyrATHISHA137pnca_complex.pdb
324C138GL4PZACC138138GNAPre-XDROMhydrophobichydrophobicneutralneutralnon-polarnon-polar3.282-0.012-0.0151.12063-2.5781.069095-1.14899120.0718562874251497helix1.166666666666676.7NANANANANA160000000020000000303060919-0.0030395136778115-0.0038759689922480.0408157839145099-0.4395566922421140.5955056179775280.947368421052632-0.945634266886326DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-1.221-1.1249:9147/150C:SNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLY0ERR1034711ERR1034711lineage4.1.2.1pePerupnca_p.cys138glyAHCYSCA138pnca_complex.pdb
325C138RL2PZACC138138R1MDRDMhydrophobichydrophilicneutralbasicnon-polarpos3.2820.350.099-2.11829-2.3830.539195-1.14899120.0718562874251497helix1.166666666666676.70.0008624407072013116.9581749049433797407.11818115Inf52.5277145499225-86-3200-320000-20-2-20000-50-1-6-140-6-120.156950672645740.0841836734693877-0.407269476274706-0.4063086104006820.2977528089887640.957894736842105-0.945634266886326StabilisingStabilisingStabilisingDestabilisingStabilisingeffect-1.221-1.1249:9147/150C:S15.14982905447780.921917088417709154.5598927651080.098019148327837560.4370486597206NA2.068030582639646.09960824712391e-109.2146980570508413.5248372165465Inf4.24219331644313e-13lineage2dr_mutations_pyrazinamideARG0ERR2041744ERR2041744lineage2.2.1rsSerbiapnca_p.cys138argAHCYSCA138pnca_complex.pdb
326C138SL2PZACC138138SNAMDRDMhydrophobichydrophilicneutralneutralnon-polarpolar3.2820.814-0.002-0.229289-1.6391.028791-1.14899120.0718562874251497helix1.166666666666676.7NANANANANA40000000000-200000303020020.365022421524664-0.000516795865633-0.0440838652618626-0.2794543904518330.5730337078651680.91578947368421-0.945634266886326StabilisingDestabilisingStabilisingDestabilisingStabilisingeffect-1.221-1.1249:9147/150C:SNANANANANANANANANANANANAlineage2dr_mutations_pyrazinamideSER0SRR7517719SRR7517719lineage2.2.1chSwitzerlandpnca_p.cys138serAHCYSCA138pnca_complex.pdb
327C138WL2PZACC138138WNAPre-MDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar3.2820.943-1.048-1.71951-1.165-0.999195-1.14899120.0718562874251497helix1.166666666666676.7NANANANANA-720000000000-200000-200-3-120-2-160.422869955156951-0.270801033591731-0.330598707990464-0.198635976129582-0.2591623036649210.957894736842105-0.945634266886326StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9147/150C:SNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideTRP0SRS797297SRR1723826_SRR1723827lineage2.2.1cnChina:Fujianpnca_p.cys138trpAHCYSCA138pnca_complex.pdb
328C138YL7PZACC138138YNAOtherDMhydrophobichydrophobicneutralneutralnon-polarpolar3.2820.914-0.518-0.565013-1.271-0.449095-1.14899120.0718562874251497helix1.166666666666676.7NANANANANA-72-4000-40000000-2000001001-120-2-140.409865470852018-0.133850129198966-0.108631277397524-0.216709292412617-0.1151832460732980.947368421052632-0.945634266886326StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1249:9147/150C:SNANANANANANANANANANANANAlineage7dr_mutations_pyrazinamideTYR0ERR233349ERR233349lineage7pnca_p.cys138tyrAHCYSCA138pnca_complex.pdb
329V139AL4PZAVV139139ANAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.113-0.537-1.5982.24246-2.438-1.845275-1.1719900helix0.7333333333333339.180.00186862153226964.86982248520714.869822455204424.8690946147289617.63654036045292000000000000000010102047-0.136018237082067-0.4129198966408270.0816752744411017-0.415686274509804-0.4816753926701570.547368421052632-0.964579901153213DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150I:V:A1.583057479593065.59300498642966e-050.3928810923015414.029355218698192.2334095189887210.61838509845240.6875131305985960.00011707002555883.931554286829842.0766116785512411.41958228405332.67400952353788e-05lineage4dr_mutations_pyrazinamideALA0ERR751572ERR751572lineage4.3.4.2pepnca_p.val139alaAHVALVA139pnca_complex.pdb
330V139GL4PZAVV139139GNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar5.113-0.4-2.3774.03008-4.222-2.378491-1.1719900helix0.7333333333333339.180.00064683053040138.916912695065438.916912636781738.914529629915727.87381456646131200000000000000001010601725-0.101317122593718-0.614211886304910.146784286016069-0.719863597612958-0.6204188481675390.884210526315789-0.964579901153213DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150I:V:A3.661428928292140.00055782750781081.060874245253493.451331715020817.13685172053903722.1650737582941.590138380088635.5228318480997e-065.257838179400655.210749591492541710.755657363041.29490403629991e-07lineage4dr_mutations_pyrazinamideGLY0SAMN01828249SRR833062_SRR833186_SRR833060_SRR833123_SRR832980lineage4.3.3zaSouth Africapnca_p.val139glyAHVALVA139pnca_complex.pdb
331V139LL2PZAVV139139LNAPre-MDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.113-0.504-0.462-1.24107-0.518-0.597985-1.1719900helix0.7333333333333339.180.000790570648267921.898101265822821.898098476668621.889434708902528.1227645329198-280000000000000000-40-1-3-2000-0.127659574468085-0.11937984496124-0.238612243328463-0.0883205456095482-0.1544502617801050.831578947368421-0.964579901153213DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150I:V:A3.086399805503357.90481988040462e-050.7819079284112573.94726756611175.63934469685405143.7007327858511.340406459793334.86279858821822e-065.313113718060224.52710002121826207.7362044998781.13858693465794e-07lineage2dr_mutations_pyrazinamideLEU0SRS797221SRR1723744lineage2.2.1cnChina:Jiangsupnca_p.val139leuAHVALVA139pnca_complex.pdb
332V139ML4PZAVV139139MNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar5.113-1.067-0.944-0.87501-1.235-16980-1.1719900helix0.7333333333333339.180.00064683053040138.916912695065438.916912636781638.914529629915727.8738145664613-440000000000000000-60-1-5-2000-0.270263424518744-0.243927648578811-0.168232331000538-0.210571184995737-0.2617801047120420.726315789473684-0.964579901153213DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.221-1.1529:9147/150I:V:A3.661428928292140.00055782750781081.060874245253493.45133171502087.13685172054607722.1650737565591.590138380088635.5228318480997e-065.257838179400655.210749591492541710.755657363041.29490403629991e-07lineage4dr_mutations_pyrazinamideMET0ERR1034990ERR1034990lineage4.1.1.3zaSouth Africapnca_p.val139metAHVALVA139pnca_complex.pdb
333R140GL3PZARR140140GNAPre-XDRDMhydrophilichydrophobicbasicneutralposnon-polar7.347-1.735-1.3985.02413-1.666-1.217185-0.18566580.211678832116788helix-1.266666666666675.39NANANANANA703600360000402400001001601517-0.439463019250253-0.3612403100775190.182989750799467-0.284057971014493-0.3167539267015710.747368421052632-0.152388797364086DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5147/150G:A:T:N:L:V:K:R:E:Y:H:F:QNANANANANANANANANANANANAlineage3dr_mutations_pyrazinamideGLY0ERR3335728ERR3335728lineage3pkPakistanpnca_p.arg140glyAHARGRA140pnca_complex.pdb
334R140HL4PZARR140140HNAMDRDMhydrophilichydrophobicbasicbasicpospos7.347-1.013-1.0412.29767-1.276-1.425375-0.18566580.211678832116788helix-1.266666666666675.39NANANANANA386006000020020000-40-4-4-20-24-0.256585612968592-0.2689922480620150.0836861428186394-0.217561807331628-0.3717277486910990.557894736842105-0.152388797364086DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5147/150G:A:T:N:L:V:K:R:E:Y:H:F:QNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideHIS02591ERR2432995lineage4.3.3brBrazilpnca_p.arg140hisAHARGRA140pnca_complex.pdb
335R140PL4PZARR140140PNAMDRDMhydrophilichydrophilicbasicnon-polarposnon-polar7.347-1.466-0.8186.54201-1.939-0.188691-0.18566580.211678832116788helix-1.266666666666675.390.000215610176800329.1287878787879511969.848429156Inf9.287264072715766360036000062240000-32-8-1606-2-0.371327254305978-0.2113695090439280.238274244421944-0.330605285592498-0.04712041884816750.905263157894737-0.152388797364086DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5147/150G:A:T:N:L:V:K:R:E:Y:H:F:Q13.14602101250080.90796911154963113.7193447319690.1156005694852120.183926936276834NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage4dr_mutations_pyrazinamidePRO0SAMN01925686SRR924238_SRR847784lineage4.3.3zaSouth Africapnca_p.arg140proAHARGRA140pnca_complex.pdb
336R140SL4PZARR140140SNAMDRDMhydrophilichydrophilicbasicneutralpospolar7.347-1.646-1.7054.37186-0.933-1.495375-0.18566580.211678832116788helix-1.266666666666675.397.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-296436003600002004000010-326066-0.416919959473151-0.4405684754521960.159232657580548-0.159079283887468-0.3900523560209420.557894736842105-0.152388797364086DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5147/150G:A:T:N:L:V:K:R:E:Y:H:F:Q-8.987408781496410.940032862253634119.468044435492-0.0752285585987745NA4692673.510814240.384555509373631100188.5442222312680.999999999999997lineage4dr_mutations_pyrazinamideSER0ERR2707078ERR2707078lineage4.3.4.2cdDemocratic Republic of Congopnca_p.arg140serAHARGRA140pnca_complex.pdb
337Q141PL2PZAQQ141141P1MDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar8.108-1.6560.9015.02461-1.8351.147985-0.13766410.182222222222222helix-2.95.080.001940491591203128.142296264855728.142293717107328.117686809320883.729831831204230-3100-3100004204000034-1-2-80-10-6-0.4194528875379940.7661564625850340.1830072334443-0.3128729752770670.6404494382022470.831578947368421-0.112850082372323DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.332-0.0386:5147/150N:C:R:F:H:E:Y:Q:W:D:A:S3.337273559277967.45865029764653e-100.5421137105030276.1560397654973710.814916025945196.04641576693831.449359530713131.80101596312758e-1413.7444824378379.60105095933572112.15085008085.67227891121513e-20lineage2dr_mutations_pyrazinamidePRO0ERR2517000ERR2517000lineage2.2.1gbUKpnca_p.gln141proAHGLNQA141pnca_complex.pdb
338Q141RL4PZAQQ141141R0SensitiveOMhydrophilichydrophilicneutralbasicpolarpos8.108-1.5810.7651.88305-0.1310.133666-0.13766410.182222222222222helix-2.95.080.00014374011786681.21195880622114.59700131334267e-0501.01056822389159e-25-58-3000-30000040040000-301-50000-0.4004559270516720.6505102040816330.068584779900786-0.02233589087809040.07303370786516850.378947368421053-0.112850082372323DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect-0.332-0.0386:5147/150N:C:R:F:H:E:Y:Q:W:D:A:S-9.987521262450580.942832958100734139.277183325398-0.0717096729269461NA144471.7063148470.083487858662857910025.83865859621630.999999999999746lineage4other_mutations_pyrazinamideARG0ERR2510802ERR2510802lineage4.1.2.1itItalypnca_p.gln141argAHGLNQA141pnca_complex.pdb
339T142AL4PZATT142142A1MDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar8.098-1.983-0.5722.85915-2.289-0.738091-0.8928800helix-0.88.330.000574960471467514.580278128950714.580227794011714.580175903406115.06634481641444000000002020000040406029-0.502279635258359-0.1478036175710590.104136466611791-0.390281329923274-0.191099476439790.842105263157895-0.734761120263591DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150S:E:T2.67966635019040.00102453523771030.8160506321224113.283701089993693.3569796112218999.55386925924041.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage4dr_mutations_pyrazinamideALA0364ERR3014580lineage4.8tnTunisia:Soussepnca_p.thr142alaAHTHRTA142pnca_complex.pdb
340T142KL6PZATT142142K1MDRDMhydrophobichydrophobicneutralbasicpolarpos8.098-1.238-0.833.49705-5.128-0.829195-0.8928800helix-0.88.330.000215610176800329.1287878787879511969.848429232Inf9.2872640727157-82-480-2-46000020200000103-2-60-4-6-0.313576494427558-0.2144702842377260.127370173151028-0.874339300937766-0.2146596858638740.957894736842105-0.734761120263591DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150S:E:T13.14602101250090.907969111549634113.7193447319750.1156005694852070.183926936276726NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage6dr_mutations_pyrazinamideLYS0ERR2516338ERR2516338lineage6beBelgiumpnca_p.thr142lysAHTHRTA142pnca_complex.pdb
341T142ML2PZATT142142M1MDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar8.098-1.8360.175-0.886939-1.977-0.238591-0.8928800helix-0.88.330.00021561017680039.704669751787979.704658986530519.701949905893832.29168245016684-560000000020200000-301-40000-0.4650455927051670.148809523809524-0.170525840190725-0.337084398976982-0.06020942408376960.894736842105263-0.734761120263591DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150S:E:T2.272606078088170.06344559022608991.224427601584961.85605590330240.929172866365547208.8816030047780.9869807610106790.07768449259424941.109665666564610.504888890842109570.3728424103280.130068862702538lineage2dr_mutations_pyrazinamideMET0MDR_2167SRR6824708lineage2.2.1cnChina: Heping District, Tianjinpnca_p.thr142metAHTHRTA142pnca_complex.pdb
342T142PL2PZATT142142PNAXDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar8.098-1.638-0.7066.72536-4.677-0.549295-0.8928800helix-0.88.330.000143740117866819.411022297013511754.463554492Inf4.731220703822744-2500-25000042200000440-260-24-0.414893617021277-0.1824289405684750.2449522505263-0.797442455242967-0.1413612565445030.968421052631579-0.734761120263591DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150S:E:T13.14560022562420.924803768447115139.2771833268220.09438444913677870.0001628371344392NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamidePRO0SAMN02584649SRR1169151_SRR1166145lineage2.2.1mdMoldovapnca_p.thr142proAHTHRTA142pnca_complex.pdb
343T142RL4PZATT142142RNAMDROMhydrophobichydrophilicneutralbasicpolarpos8.098-1.267-0.7335.15889-4.739-0.899195-0.8928800helix-0.88.33NANANANANA-106-3400-340000-204-40000-900-9-100-14-4-0.320921985815603-0.1894056847545220.187898003336271-0.808013640238704-0.2329842931937170.957894736842105-0.734761120263591DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150S:E:TNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideARG0ERR1199137ERR1199137lineage4.6.1.2ugUgandapnca_p.thr142argAHTHRTA142pnca_complex.pdb
344A143DL3PZAAA143143D0MDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg10.8070.346-3.465.46827-5.865-1.178491-0.8348800helix-0.88.820.00014374011786684.850294365012624.850294327177344.849564479041120.0881192621863332-14-460-2-44000000000000-90-1-8-60-4-30.155156950672646-0.894056847545220.199166296374537-1-0.3062827225130890.884210526315789-0.686985172981878StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.955-0.7799:8147/150I:C:V:S:A:T1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673654122.6837603990960.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage3dr_mutations_pyrazinamideASP0ERR2517002ERR2517002lineage3.1.2.1gbUKpnca_p.ala143aspAHALAAA143pnca_complex.pdb
345A143GL4PZAAA143143G1XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar10.807-0.868-2.082.31533-3.708-2.047285-0.8348800helix-0.88.820.000359350294667248.58887952822241392863.97690657Inf18.754188869635920000000000000000000020518-0.219858156028369-0.5374677002583980.084329358459779-0.632225063938619-0.5340314136125650.757894736842105-0.686985172981878DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.955-0.7799:8147/150I:C:V:S:A:T14.14687260040370.922400595820385145.2297976852520.09741026170857420.390278156381537NA1.686536884238540.00014561217554173.836802309435584.44801917882778Inf1.4869638142509e-05lineage4other_mutations_pyrazinamideGLY0ERR2510826ERR2510826lineage4.1.2.1itItalypnca_p.ala143glyAHALAAA143pnca_complex.pdb
346A143PL1PZAAA143143PNAPre-XDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar10.807-0.732-1.4162.35082-3.997-0.218591-0.8348800helix-0.88.82NANANANANA00000000022-200000341-2-20-2-5-0.185410334346505-0.3658914728682170.0856219815121031-0.681500426257459-0.05497382198952880.894736842105263-0.686985172981878DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.955-0.7799:8147/150I:C:V:S:A:TNANANANANANANANANANANANAlineage1dr_mutations_pyrazinamidePRO0SAMN07236269,SRR5709755SRR5709755lineage1.1.1thThailandpnca_p.ala143proAHALAAA143pnca_complex.pdb
347A143TL2PZAAA143143T1Pre-XDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar10.8070.07-2.3590.406768-2.811-1.464771-0.8348800helix-0.88.820.00014374011786684.850294365012624.850294327177324.849564479041120.0881192621863332-80000000000-200000-100-4-8-60-6-50.0313901345291479-0.6095607235142120.0148153759861304-0.479283887468031-0.3821989528795810.494736842105263-0.686985172981878StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.955-0.7799:8147/150I:C:V:S:A:T1.579039389124010.2642475663767241.414392862765841.116407916564430.191756076673653122.6837603990950.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2dr_mutations_pyrazinamideTHR00802Y-sc-2012-02-09T18:57:12Z-1355278,ERR133945ERR133945lineage2.2.1ruRussiapnca_p.ala143thrAHALAAA143pnca_complex.pdb
348A143VL2PZAAA143143V0Pre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.807-1.168-0.6220.113853-1.998-0.56-1657-0.8348800helix-0.88.820.00035935029466720.4846574190836491.69068633684891e-0500.177777263899814-80000000000000000-120-6-6-20-2-7-0.295845997973658-0.1607235142118860.00414677408780658-0.340664961636829-0.146596858638743-0.172043010752688-0.686985172981878DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.955-0.7799:8147/150I:C:V:S:A:T-10.98779090199960.939691219428539145.229797681912-0.0756579646696575NA60.3389082676124-0.3145651347425670.5961118750587110.22467222656659405.292243504333850.673290424524484lineage2other_mutations_pyrazinamideVAL0SRR2100911,SAMN03648084SRR2100911lineage2.2.1pnca_p.ala143valAHALAAA143pnca_complex.pdb
349D145EL2PZADD145145ENAMDRDMhydrophilichydrophilicacidicacidicnegneg11.649-1.031-0.148-0.4769-0.323-0.787085-1.09299330.170984455958549helix-1.733333333333334.717.18700589334483e-059.70142977291842188179.926264557Inf0.763784339928386-104004000020-240000-30-2-1002-2-0.261144883485309-0.0382428940568475-0.0916903791432746-0.0550724637681159-0.2041884816753930.736842105263158-0.899505766062603DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.152-1.0629:9147/150S:E:A:D:K12.1451538387260.919026337424219119.4680444362060.1016602715482745.01153666065157e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2dr_mutations_pyrazinamideGLU0SAMN02360576SRR1013594_SRR1048979_SRR1013593_SRR1048978lineage2.2.2krSouth Koreapnca_p.asp145gluAHASPDA145pnca_complex.pdb
350D145YL4PZADD145145Y1Pre-MDROMhydrophilichydrophobicacidicneutralnegpolar11.649-1.689-0.409-0.814413-0.858-1.058291-1.09299330.170984455958549helix-1.733333333333334.717.18700589334483e-059.70142977291842188179.926264644Inf0.763784339928386-38280028000000-460000-100-2-20-2-2-0.427811550151976-0.105684754521964-0.1565817503653-0.146291560102302-0.2748691099476440.863157894736842-0.899505766062603DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.152-1.0629:9147/150S:E:A:D:K12.14515383872650.919026337424236119.4680444362350.1016602715482545.01153666062444e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideTYR0ERR2515552ERR2515552lineage4.1.1.3zaSouth Africapnca_p.asp145tyrAHASPDA145pnca_complex.pdb
351A146EL2PZAAA146146ENAXDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg14.8580.284-2.1843.30206-5.327-0.937585-0.8958800helix0.8333333333333337.080.000143740117866819.411022297013511754.463553649Inf4.73122070382274-36-460-2-44000000-200000-60-2-7-100-8-90.127354260089686-0.5643410852713180.120268212909476-0.908269394714407-0.2434554973821990.789473684210526-0.737232289950577StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150G:S:A13.14560022562260.924803768447062139.2771833267070.09438444913684470.0001628371344419NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamideGLU0SAMN02628508SRR1174308_SRR1173552lineage2.2.1irIranpnca_p.ala146gluAHALAAA146pnca_complex.pdb
352A146PL4PZAAA146146PNAPre-MDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar14.858-1.497-1.2333.10964-3.9610.027985-0.8958800helix0.8333333333333337.087.18700589334483e-059.70142977291842188179.926264681Inf0.76378433992838600000000022-200000-14-5-4-40-2-5-0.379179331306991-0.3186046511627910.113259857662133-0.675362318840580.01123595505617970.831578947368421-0.737232289950577DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect-0.993-0.8279:8147/150G:S:A12.14515383872670.919026337424242119.4680444362460.1016602715482465.01153666061373e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamidePRO0NG70ERR1679638lineage4.6ngNigeriapnca_p.ala146proAHALAAA146pnca_complex.pdb
353A146TL4PZAAA146146TNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar14.858-0.252-2.0741.48094-2.71-1.445375-0.8958800helix0.8333333333333337.080.00071870058933447.288874841972197.288874388340927.2872806812588510.1421736186998000000000-20-400000-50-1-4-60-2-7-0.0638297872340425-0.5359173126614990.053939058413887-0.462063086104007-0.376963350785340.557894736842105-0.737232289950577DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150G:S:A1.98634912920740.00210084701647880.6458427385425183.075592571792352.0805121980996828.52952725098040.8626604929769050.00278309953907822.555471260608331.7265907653101735.17417745384870.0014491518456837lineage4dr_mutations_pyrazinamideTHR0SRR3724799SRR3724799lineage4.3.4.2.1cdDRCpnca_p.ala146thrAHALAAA146pnca_complex.pdb
354A146VL4PZAAA146146VNAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar14.858-1.712-0.4250.463909-2.215-0.756380-0.8958800helix0.8333333333333337.080.001006180825068263.373626373626463.373413555461863.351554072406651.521100673210700000000000000000-90-3-8-40-2-5-0.433637284701115-0.1098191214470280.0168965755869434-0.37766410912191-0.1963350785340310.663157894736842-0.737232289950577DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8147/150G:S:A4.149044428942596.28168511875833e-051.036750103927834.001971558260312.61889699632581151.6178621861.80190855908981.22416292455872e-098.912160777837489.504730929441642653.715543843327.08317026236427e-13lineage4dr_mutations_pyrazinamideVAL0SAMN02567715SRR1166171lineage4.8roRomaniapnca_p.ala146valAHALAAA146pnca_complex.pdb
355R148CL2PZARR148148CNAPre-XDROMhydrophilichydrophobicbasicneutralposnon-polar14.673-0.94-0.2771.80299-0.8060.8439661.306111560.569343065693431helix-1.266666666666673.5NANANANANA38220022000000020000-30-736064-0.238095238095238-0.07157622739018080.0656688204313843-0.1374254049445870.471910112359550.4105263157894740.418589743589744DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.8421.7122:1146/150I:R:K:N:L:Q:E:H:W:D:M:S:A:G:TNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideCYS0SAMN02414984SRR1166878_SRR1162765_SRR1165490_SRR1165550lineage2.2.1seSwedenpnca_p.arg148cysAHARGRA148pnca_complex.pdb
356N149DL4PZANN149149DNASensitiveOMhydrophilichydrophilicneutralacidicpolarneg16.469-0.0430.4691.84951-0.6560.16-34660.9711710.364102564102564loop-2.83.68NANANANANA0-500-500000020000000000002-0.01089159067882470.3988095238095240.0673631800930951-0.1118499573742540.0898876404494382-0.3655913978494620.310897435897436DestabilisingStabilisingDestabilisingDestabilisingStabilisingneutral0.591.1833:1146/150Q:E:Y:H:F:C:R:K:L:N:G:M:S:A:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideASP0SRR5065677SRR5065677lineage4.1.2.1vnVietnampnca_p.asn149aspATASNNA149pnca_complex.pdb
357N149SL2PZANN149149SNAPre-MDROMhydrophilichydrophilicneutralneutralpolarpolar16.469-0.233-0.420.889156-0.2060.47-76870.9711710.364102564102564loop-2.83.68NANANANANA18000000000000000000000000-0.0590172239108409-0.1085271317829460.0323849969769593-0.03512361466325660.264044943820225-0.8172043010752690.310897435897436DestabilisingDestabilisingDestabilisingDestabilisingStabilisingneutral0.591.1833:1146/150Q:E:Y:H:F:C:R:K:L:N:G:M:S:A:DNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideSER0SRR5074122SRR5074122lineage2.2.2vnVietnampnca_p.asn149serATASNNA149pnca_complex.pdb
358N149VL2PZANN149149V1Pre-XDROMhydrophilichydrophobicneutralnon-polarpolarnon-polar16.469-0.706-0.0640.446809-0.317-0.26-28610.9711710.364102564102564loop-2.83.687.18700589334483e-059.70142977291842188179.926264649Inf0.763784339928386160000000000200000-30-30000-2-0.178824721377913-0.01653746770025830.0162737563647754-0.0540494458653026-0.0680628272251308-0.3010752688172040.310897435897436DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.591.1833:1146/150Q:E:Y:H:F:C:R:K:L:N:G:M:S:A:D12.14515383872650.919026337424236119.4680444362370.1016602715482535.01153666062283e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideVAL0MDR_12332SRR6824501lineage2.2.1cnChina: Xuanzhou District, Xuancheng City, Anhui Provincepnca_p.asn149valATASNNA149pnca_complex.pdb
359G150DL4PZAGG150150DNAMDROMhydrophobichydrophilicneutralacidicnon-polarneg21.161.269-0.7853.55888-0.949-0.345175-0.71588630.605769230769231loop-0.03333333333333343.347.18700589334483e-059.70142977291842188179.926264446Inf0.763784339928386-12-180-2-16000000000000-10-30-20-3-90.569058295964126-0.2028423772609820.129622156338551-0.161807331628303-0.08900523560209420.536842105263158-0.588962108731466StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.6158:7146/150G:E:H:Q:L:D:R12.14515383872540.9190263374242119.4680444361720.1016602715482985.01153666068333e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideASP0ERR2179651ERR2179651lineage4.4.2cnChinapnca_p.gly150aspATGLYGA150pnca_complex.pdb
360L151SL4PZALL151151SNAMDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar18.5070.079-2.5233.86505-2.175-2.075775-0.0455100.0497512437810945loop1.733333333333335.310.00100618082506828.756962025316468.75695772604268.7548403322515118.80861425626311800000000000-20000-30-30100480.0354260089686098-0.6519379844961240.140773534189497-0.370843989769821-0.5418848167539270.6-0.0329489291598023StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5145/150Q:F:Y:I:R:L:V:M:W2.169848553080980.00010105609828540.5580825755913273.8880421069983.0225242648863828.5230600955480.9423534663879010.00010772448192363.967685585874922.6321145838655533.29112833332481.44512946670157e-05lineage4dr_mutations_pyrazinamideSER0SAMN02403582SRR1169250_SRR1167347_SRR1165654_SRR1169315lineage4.8zaSouth Africapnca_p.leu151serA-LEULA151pnca_complex.pdb
361L151VL2PZALL151151VNAOtherOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar18.507-1.269-1.741.09305-1.108-1.933166-0.0455100.0497512437810945loop1.733333333333335.31NANANANANA180000000000000000-50-1-4-20-22-0.321428571428571-0.4496124031007750.0398112602801594-0.188917306052856-0.5052356020942410.326315789473684-0.0329489291598023DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5145/150Q:F:Y:I:R:L:V:M:WNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideVAL0SRR5067646SRR5067646lineage2.2.1.1vnVietnampnca_p.leu151valA-LEULA151pnca_complex.pdb
362L151WL2;L4PZALL151151W1XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar18.507-0.714-1.8312.01402-0.33-2.262063-0.0455100.0497512437810945loop1.733333333333335.317.18700589334483e-059.70142977291842188179.926264453Inf0.763784339928386-220000000000000000-110-3-10-100-16-2-0.180851063829787-0.473126614987080.0733549923877651-0.0562659846547315-0.5916230366492150.210526315789474-0.0329489291598023DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5145/150Q:F:Y:I:R:L:V:M:W12.14515383872550.919026337424201119.4680444361740.1016602715482975.01153666068148e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2;lineage4other_mutations_pyrazinamideTRP0XTB13-245SRR1172073_SRR1163374_SRR1163172_SRR1169046lineage4.3.3;lineage2.2.1byBelaruspnca_p.leu151trpA-LEULA151pnca_complex.pdb
363T153IL4PZATT153153INAPre-MDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar15.544-2.1110.532-0.698929-1.456-0.464371-0.18866120.0697674418604651strand-1.133333333333335.38NANANANANA-200000000020200000-110-5-8-20-4-2-0.5347011144883480.452380952380952-0.134378412673998-0.248252344416027-0.1204188481675390.452631578947368-0.154859967051071DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5144/150V:C:A:S:TNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideILE0SRR5067274SRR5067274lineage4.2.2vnVietnampnca_p.thr153ileAETHRTA153pnca_complex.pdb
364T153PL2PZATT153153P1Pre-XDROMhydrophobichydrophilicneutralnon-polarpolarnon-polar15.544-2.212-0.9263.60938-4.405-0.67085-0.18866120.0697674418604651strand-1.133333333333335.387.18700589334483e-059.70142977291842188179.926264634Inf0.76378433992838600000000020200000-60-6-26080-0.560283687943262-0.2392764857881140.131461476263667-0.751065643648764-0.1570680628272250.736842105263158-0.154859967051071DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.0387:5144/150V:C:A:S:T12.14515383872640.919026337424234119.4680444362320.1016602715482565.0115366606273e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamidePRO0SAMN10961392SRR8651662lineage2.2.1cnChina:Wenzhoupnca_p.thr153proAETHRTA153pnca_complex.pdb
365R154GL4PZARR154154GNAXDRDMhydrophilichydrophobicbasicneutralposnon-polar15.259-2.707-1.3374.31639-1.992-1.7173851.54211600.218978102189781strand-0.3333333333333335.210.001149920942935134.135729386892234.135372971552934.141707815895451.15008086644096628042400002002000000-111001121-0.685663627152989-0.3454780361757110.157212319437059-0.339641943734015-0.4476439790575920.7684210526315790.494230769230769DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.8421.7122:1144/150T:W:E:F:Q:V:N:L:R:I:C:S:A:D:Y:H3.5303341771782.90603701922833e-060.7547720290379024.67735162586529.53076902254824217.5072662994081.533209186968511.50118436279358e-098.823565968098447.82937374234326309.2750115217078.55671558873616e-13lineage4dr_mutations_pyrazinamideGLY0SAMN02403532SRR1165336_SRR1167260_SRR1173456_SRR1173876lineage4.1.1.3zaSouth Africapnca_p.arg154glyAEARGRA154pnca_complex.pdb
366R154SL2PZARR154154SNAMDROMhydrophilichydrophilicbasicneutralpospolar15.259-2.614-2.0442.37151-1.076-1.7455751.54211600.218978102189781strand-0.3333333333333335.21NANANANANA60280424000000000000300310046-0.662107396149949-0.5281653746770030.0863755563487496-0.183461210571185-0.4554973821989530.5789473684210530.494230769230769DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.8421.7122:1144/150T:W:E:F:Q:V:N:L:R:I:C:S:A:D:Y:HNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideSER0ERR1023404ERR1023404lineage2.2.1pnca_p.arg154serAEARGRA154pnca_complex.pdb
367R154WL2PZARR154154WNAMDROMhydrophilichydrophobicbasicnon-polarposnon-polar15.259-1.381-0.4362.7463-0.368-0.656751.54211600.218978102189781strand-0.3333333333333335.21NANANANANA10280424000020020000-40-3-110046-0.349797365754813-0.112661498708010.100026223967249-0.0627450980392157-0.1570680628272250.5894736842105260.494230769230769DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.8421.7122:1144/150T:W:E:F:Q:V:N:L:R:I:C:S:A:D:Y:HNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideTRP0SRS796973SRR1723461lineage2.2.1cnChina:Shaanxipnca_p.arg154trpAEARGRA154pnca_complex.pdb
368V155AL2;L4PZAVV155155ANAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar12.302-1.886-3.0493.6527-2.972-2.615475-0.4827700strand1.166666666666677.977.18700589334483e-059.70142977291842188179.926264589Inf0.7637843399283862000000000000000000000023-0.477710233029382-0.7878552971576230.133039284959826-0.506734867860188-0.6832460732984290.568421052631579-0.397034596375618DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.615-0.4117:7144/150F:Y:I:L:V12.14515383872620.919026337424226119.4680444362170.1016602715482665.0115366606409e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2;lineage4dr_mutations_pyrazinamideALA0ERR1213939ERR1213939lineage4.3;lineage2.2.1pePerupnca_p.val155alaAEVALVA155pnca_complex.pdb
369V155GL2PZAVV155155GNAMDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar12.302-1.655-3.6755.87683-4.368-3.487285-0.4827700strand1.166666666666677.970.000431220353600624.292333614153324.292333424160124.283309692289714.197744269107440000000000000000000060325-0.41919959473151-0.9496124031007750.214046940901376-0.744757033248082-0.9109947643979060.757894736842105-0.397034596375618DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.615-0.4117:7144/150F:Y:I:L:V3.190160803618730.00359542813005941.095659689549342.911634729329963.91551977432402465.5310632202281.385469236792320.00074940700078953.125282254143112.715678448283451141.600894968840.0001645676755807lineage2dr_mutations_pyrazinamideGLY0SAMN03653311,SRS935922SRR2024894lineage2.2.1cnChinapnca_p.val155glyAEVALVA155pnca_complex.pdb
370V155LL4PZAVV155155L1MDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar12.302-2.349-1.141-0.756754-1.463-1.05-1457-0.4827700strand1.166666666666677.977.18700589334483e-059.70142977291842188179.926264586Inf0.763784339928386-340000000000000000-60-2-4-80-8-2-0.594984802431611-0.294832041343669-0.145496039375529-0.249445865302643-0.274869109947644-0.150537634408602-0.397034596375618DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral-0.615-0.4117:7144/150F:Y:I:L:V12.14515383872620.919026337424224119.4680444362150.1016602715482685.01153666064309e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideLEU0ERR2864270ERR2864270lineage4.1ptPortugalpnca_p.val155leuAEVALVA155pnca_complex.pdb
371V155ML2PZAVV155155MNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar12.302-2.486-1.505-0.575554-2.196-1.235175-0.4827700strand1.166666666666677.970.000431220353600658.33122629582811393450.94022009Inf23.547488635408-480000000000000000-800-8-40-40-0.629685916919959-0.388888888888889-0.110657925094209-0.374424552429668-0.3219895287958110.536842105263158-0.397034596375618DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.615-0.4117:7144/150F:Y:I:L:V14.14729391912730.915018435774946132.5760606761670.1067107730232224.1789618205157NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage2dr_mutations_pyrazinamideMET0SRS797250SRR1723776lineage2.2.1cnChina:Heilongjiangpnca_p.val155metAEVALVA155pnca_complex.pdb
372L156PL2PZALL156156P1XDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar13.994-1.81-2.8132.74955-3.96-1.7463800.1225500strand4.066666666666676.530.000143740117866819.411022297013511754.463553313Inf4.73122070382274180000000022000000420200-2-2-0.458459979736575-0.726873385012920.100144596041638-0.675191815856777-0.4554973821989530.6631578947368420.0391025641025641DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4144/150L:V:N:R:I:K:F:H:P13.14560022562190.924803768447042139.2771833266620.09438444913687030.000162837134443NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2dr_mutations_pyrazinamidePRO0ERR108455,0716E-sc-2011-10-12T14:58:55Z-1289120ERR108455lineage2.2.1ruRussia,Samarapnca_p.leu156proAELEULA156pnca_complex.pdb
373L156QL4PZALL156156Q1Pre-MDROMhydrophobichydrophilicnon-polarneutralnon-polarpolar13.994-0.36-2.8632.41139-4.191-2.6941710.1225500strand4.066666666666676.537.18700589334483e-059.70142977291842188179.92626469Inf0.763784339928386-1400000000-200-2000030-250000-0.0911854103343465-0.7397932816537470.0878280727569403-0.71457800511509-0.7041884816753930.4315789473684210.0391025641025641DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.1470.2256:4144/150L:V:N:R:I:K:F:H:P12.14515383872670.919026337424244119.468044436250.1016602715482435.01153666061033e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4other_mutations_pyrazinamideGLN0ERR038749ERR038749lineage4.6.1.2ugUgandapnca_p.leu156glnAELEULA156pnca_complex.pdb
374V157AL2PZAVV157157A1Pre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar13.632-0.931-1.6250.858959-1.03-1.74-36660.57933450.258620689655172strand1.54.127.18700589334483e-059.70142977291842188179.926264427Inf0.7637843399283860000000000000000030302005-0.235815602836879-0.4198966408268730.0312851565060934-0.175618073316283-0.455497382198953-0.3870967741935480.185576923076923DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.2250.8424:2144/150Q:F:E:I:R:L:V:T:W:K:P:S:M:G:A:D12.14515383872530.919026337424197119.4680444361660.1016602715483035.01153666068889e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideALA0ERR2516727ERR2516727lineage2.2.1.1pePerupnca_p.val157alaAEVALVA157pnca_complex.pdb
375V157GL2PZAVV157157G1Pre-XDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar13.632-0.926-1.8961.97999-1.919-2.35-7530.57933450.258620689655172strand1.54.127.18700589334483e-059.70142977291842188179.926264401Inf0.763784339928386-20000000000000000303020317-0.234549138804458-0.4899224806201550.072115545713474-0.327195225916454-0.615183246073298-0.07526881720430110.185576923076923DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.2250.8424:2144/150Q:F:E:I:R:L:V:T:W:K:P:S:M:G:A:D12.14515383872520.919026337424192119.4680444361580.1016602715483095.01153666069661e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideGLY0MDR_12366SRR6824636lineage2.2.1cnChina: Xuanzhou District, Xuancheng City, Anhui Provincepnca_p.val157glyAEVALVA157pnca_complex.pdb
376V157LL4PZAVV157157LNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar13.632-0.972-0.484-2.043391.184-0.57-43720.57933450.258620689655172strand1.54.12NANANANANA-180000000020-220000-301-4-40-2-2-0.246200607902736-0.125064599483204-0.3928689533184651-0.149214659685864-0.4623655913978490.185576923076923DestabilisingDestabilisingStabilisingStabilisingDestabilisingneutral0.2250.8424:2144/150Q:F:E:I:R:L:V:T:W:K:P:S:M:G:A:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideLEU0ERR1198987ERR1198987lineage4.6.1.1ugUgandapnca_p.val157leuAEVALVA157pnca_complex.pdb
377L159PL4PZALL159159PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar11.435-1.752-1.4126.08412-4.496-0.949295-0.5997760.0298507462686567strand-0.1333333333333335.42NANANANANA24400400002220000024-40-40-2-2-0.443768996960486-0.3648578811369510.221596893916768-0.766581415174766-0.2460732984293190.968421052631579-0.49341021416804DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7141/150G:A:M:H:F:Y:L:VNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamidePRO0ERR1034843ERR1034843lineage4.7ptPortugalpnca_p.leu159proAELEULA159pnca_complex.pdb
378L159RL2PZALL159159RNAMDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos11.435-1.154-0.7530.0571381999999999-4.133-0.418991-0.5997760.0298507462686567strand-0.1333333333333335.420.000503090412534168.08178752107921394038.39846606Inf28.35828361563-56-260-2-240000-40-2-20000-300-5-40-40-0.292299898682877-0.1945736434108530.00208109761871808-0.704688832054561-0.1073298429319370.936842105263158-0.49341021416804DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7141/150G:A:M:H:F:Y:L:V14.14771541545130.908235680147999122.7415820194010.11526424201714322.9578143501753NA1.833030949843134.24048522418865e-065.372584445734967.00237574052121Inf1.00814491180914e-07lineage2dr_mutations_pyrazinamideARG0SRR5065596SRR5065596lineage2.2.1vnVietnampnca_p.leu159argAELEULA159pnca_complex.pdb
379L159VL2PZALL159159V0Pre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar11.435-1.82-1.1262.84083-2.332-1.096080-0.5997760.0298507462686567strand-0.1333333333333335.420.00014374011786684.850294365012624.850294327177354.849564479041120.0881192621863332224004000000000000-80-2-6100-28-0.460992907801418-0.2909560723514210.103469212334006-0.397612958226769-0.2853403141361260.631578947368421-0.49341021416804DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.728-0.4858:7141/150G:A:M:H:F:Y:L:V1.579039389124020.2642475663767231.414392862765841.116407916564430.191756076673846122.6837603991790.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2dr_mutations_pyrazinamideVAL0ERS458597,SAMEA2535195ERR553180_ERR553181lineage2.2.1uzNukuspnca_p.leu159valAELEULA159pnca_complex.pdb
380T160AL2PZATT160160A1XDRDMhydrophobichydrophobicneutralnon-polarpolarnon-polar9.847-2.509-0.8422.1045-1.519-0.735775-0.22866220.127906976744186strand1.633333333333334.980.000574960471467577.84057359763811394626.35224664Inf33.18027492710128000000002020000000002043-0.635511651469098-0.2175710594315240.0766504709387452-0.258994032395567-0.191099476439790.6-0.187808896210873DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.1477:6141/150V:C:I:M:S:T14.14813708950810.901927875940744114.8142370345190.12322633024382282.9586021395589NA1.891206027534857.2326389241213e-076.14070321569598.29603358299821Inf8.39983046099388e-09lineage2dr_mutations_pyrazinamideALA0ERR1873556ERR1873556lineage2.2.1zaSouth Africapnca_p.thr160alaAETHRTA160pnca_complex.pdb
381T160PL2PZATT160160PNAXDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar9.847-2.375-0.793.37194-3.753-0.239195-0.22866220.127906976744186strand1.633333333333334.980.000215610176800329.1287878787879511969.848428359Inf9.287264072715760000000020200000-42-60000-4-0.601570415400203-0.2041343669250650.122813394619716-0.639897698209719-0.06020942408376960.957894736842105-0.187808896210873DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.1477:6141/150V:C:I:M:S:T13.14602101249920.907969111549571113.7193447318830.1156005694852860.183926936278634NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage2dr_mutations_pyrazinamidePRO0SRR5710026,SAMN07236538SRR5710026lineage2.2.1thThailandpnca_p.thr160proAETHRTA160pnca_complex.pdb
382T160RL4PZATT160160RNAMDRDMhydrophobichydrophilicneutralbasicpolarpos9.847-2.007-0.4562.8141-2.869-0.298391-0.22866220.127906976744186strand1.633333333333334.980.000143740117866819.411022297013511754.463552351Inf4.73122070382274-80-360-2-34000000-200000-50-2-3-80-2-4-0.508358662613982-0.1178294573643410.10249564754988-0.489173060528559-0.07591623036649210.873684210526316-0.187808896210873DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.411-0.1477:6141/150V:C:I:M:S:T13.145600225620.924803768446983139.2771833265320.09438444913694540.000162837134446NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideARG0SRR4034747SRR4034747lineage4.4.1.1zaSouth Africa: Kwazulu-Natalpnca_p.thr160argAETHRTA160pnca_complex.pdb
383A161GL2PZAAA161161GNAMDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar7.033-0.925-0.7452.35053-1.432-1.025075-0.77388110.0852713178294573strand0.2333333333333334.53NANANANANA1000000000000000000000201110-0.234295845997974-0.192506459948320.0856114190808499-0.244160272804774-0.2670157068062830.526315789473684-0.63673805601318DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.872-0.7288:8141/150E:Q:V:I:R:K:S:ANANANANANANANANANANANANAlineage2other_mutations_pyrazinamideGLY0SRS797195SRR1723714lineage2.2.1cnChina:Shanxipnca_p.ala161glyAEALAAA161pnca_complex.pdb
384A161VL1PZAAA161161VNASensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar7.033-0.8460.043-2.660250.125-0.22163-0.77388110.0852713178294573strand0.2333333333333334.53NANANANANA-20000000000000000-50-1-4-20-4-3-0.2142857142857140.0365646258503401-0.5114685072675540.105574324324324-0.05235602094240830.221052631578947-0.63673805601318DestabilisingStabilisingStabilisingStabilisingDestabilisingeffect-0.872-0.7288:8141/150E:Q:V:I:R:K:S:ANANANANANANANANANANANANAlineage1other_mutations_pyrazinamideVAL0ERR752069ERR752069lineage1.1.1thThailandpnca_p.ala161valAEALAAA161pnca_complex.pdb
385G162AL4PZAGG162162ANAPre-XDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar8.315-0.164-0.5510.560964-1.074-0.091059-0.0255260.25loop1.866666666666673.93NANANANANA-60000000000000000-40-2-200-1-12-0.0415400202634245-0.1423772609819120.0204315299499559-0.183120204603581-0.02356020942408370.105263157894737-0.0164744645799012DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5141/150F:S:G:A:PNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideALA0SAMN02584635SRR1166166_SRR1169042lineage4.2.1mdMoldovapnca_p.gly162alaA-GLYGA162pnca_complex.pdb
386G162DL4PZAGG162162D1MDRDMhydrophobichydrophilicneutralacidicnon-polarneg8.3152.23-1.0373.43178-1.558-0.947985-0.0255260.25loop1.866666666666673.930.000287480235733738.85473684210531392277.5078503Inf13.9909822352959-20-2400-24000000000000-600-4-40-5-191-0.2679586563307490.124992897675537-0.265643648763853-0.2460732984293190.831578947368421-0.0164744645799012StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5141/150F:S:G:A:P14.1464514590950.930573112990214162.3718495990530.08712379328083640.0113995443355929NA1.589443971888170.00085282752075193.069138793404423.20302487654751Inf0.0001836895199759lineage4dr_mutations_pyrazinamideASP0ERR038742ERR038742lineage4.8ugUgandapnca_p.gly162aspA-GLYGA162pnca_complex.pdb
387G162RL5PZAGG162162RNASensitiveOMhydrophobichydrophilicneutralbasicnon-polarpos8.315-0.04-0.443.42463-0.961-0.158791-0.0255260.25loop1.866666666666673.93NANANANANA-68-2200-22000000000000-70-3-5-20-5-17-0.0101317122593718-0.1136950904392760.124732479111882-0.16385336743393-0.03926701570680620.91578947368421-0.0164744645799012DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5141/150F:S:G:A:PNANANANANANANANANANANANAlineage5other_mutations_pyrazinamideARG0ERR702413ERR702413lineage5ghGhanapnca_p.gly162argA-GLYGA162pnca_complex.pdb
388G162SLBOVPZAGG162162SNAOtherOMhydrophobichydrophilicneutralneutralnon-polarpolar8.3150.821-0.8660.905309-1.14-0.552163-0.0255260.25loop1.866666666666673.93NANANANANA-60000000000000000-60-2-400-3-130.368161434977578-0.2237726098191210.0329733243977593-0.194373401534527-0.1439790575916230.221052631578947-0.0164744645799012StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5141/150F:S:G:A:PNANANANANANANANANANANANAlineageBOVother_mutations_pyrazinamideSER0SRR5657412SRR5657412lineageBOVmxpnca_p.gly162serA-GLYGA162pnca_complex.pdb
389G162VL3PZAGG162162VNAXDROMhydrophobichydrophobicneutralnon-polarnon-polarnon-polar8.315-0.162-0.3862.07181-1.467-1.396680-0.0255260.25loop1.866666666666673.93NANANANANA-6-200-2000060220000-100-2-8403-19-0.0410334346504559-0.09974160206718340.075459829981279-0.250127877237852-0.3638743455497380.694736842105263-0.0164744645799012DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.2440.0836:5141/150F:S:G:A:PNANANANANANANANANANANANAlineage3other_mutations_pyrazinamideVAL0ERR3335739ERR3335739lineage3pkPakistanpnca_p.gly162valA-GLYGA162pnca_complex.pdb
390V163AL2PZAVV163163ANAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar6.6630.052-0.4780.471406-0.834-0.366580-1.01799870.5loop14.020.00021561017680030.8079024800336284.5966027178937e-0500.00039364556514820000000000000000000020610.0233183856502242-0.1235142118863050.0171696326459254-0.142199488491049-0.0942408376963350.684210526315789-0.837726523887974StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.094-0.9939:9141/150V:L:I:M-9.987607973918220.930014323968985113.719344729607-0.087826816076596NA127.94873509896-0.092641058704739710011.73697547380050.984170607395186lineage2other_mutations_pyrazinamideALA0DRR185076DRR185076lineage2.2.1vnVietnampnca_p.val163alaASVALVA163pnca_complex.pdb
391V163GL3PZAVV163163G0MDROMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar6.6630.031-0.8151.14986-1.019-0.887585-1.01799870.5loop14.020.00014374011786681.21195880622114.59700131334254e-0501.01056822389159e-25200000000200000000-1-126011130.0139013452914798-0.2105943152454780.0418804041404731-0.173742540494459-0.2303664921465970.789473684210526-0.837726523887974StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-1.094-0.9939:9141/150V:L:I:M-9.987521262450610.942832958100734139.277183325398-0.0717096729269461NA144471.7063148570.083487858662857910025.83865859621630.999999999999746lineage3other_mutations_pyrazinamideGLY0ERR2510439ERR2510439lineage3pkPakistanpnca_p.val163glyASVALVA163pnca_complex.pdb
392V163LL4PZAVV163163L0SensitiveOMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar6.6630.072-0.098-0.813595-0.458-0.376780-1.01799870.5loop14.027.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-200000000000000000-400-4-600-40.032286995515695-0.0253229974160206-0.156424478966392-0.0780903665814152-0.09685863874345550.705263157894737-0.837726523887974StabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-1.094-0.9939:9141/150V:L:I:M-8.987408781496420.940032862253634119.468044435493-0.0752285585987741NA4692673.51081240.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamideLEU0ERR2515073ERR2515073lineage4.1.1.3gbUKpnca_p.val163leuASVALVA163pnca_complex.pdb
393S164PL4PZASS164164PNAPre-XDRDMhydrophilichydrophilicneutralnon-polarpolarnon-polar10.588-0.348-0.3044.82419-1.323-0.03-2361-0.03355460.296774193548387loop1.733333333333333.920.000431220353600658.33122629582811393450.9402227Inf23.54748863540800000000040400000-42-2-6-200-2-0.0881458966565349-0.07855297157622730.175707500783077-0.225575447570332-0.0078534031413612-0.247311827956989-0.0271828665568369DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.2440.0836:5140/150N:V:Q:H:F:E:D:T:G:A:S14.14729391912920.915018435775013132.5760606762880.1067107730231384.17896182047499NA1.76590110668742.48532104922106e-054.604617501941085.71767556863798Inf1.21868387173808e-06lineage4dr_mutations_pyrazinamidePRO0ERR2516576ERR2516576lineage4pePerupnca_p.ser164proA-SERSA164pnca_complex.pdb
394T167IL2PZATT167167I1Pre-XDROMhydrophobichydrophobicneutralnon-polarpolarnon-polar10.663-0.4890.6270.429573-0.058-0.0419590.30344570.331395348837209helix-1.633333333333334.060.00014374011786684.850294365012624.850294327177364.849564479041120.0881192621863332-60000000020020000-301-2000-2-0.1238601823708210.5331632653061220.0156459837265714-0.00988917306052856-0.01047120418848160.20.0971153846153846DestabilisingStabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:4129/150L:N:R:E:Q:D:G:A:S:T:P1.579039389124020.2642475663767221.414392862765841.116407916564430.191756076673841122.6837603992370.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2other_mutations_pyrazinamideILE0ERS458430,SAMEA2535028ERR552955_ERR552956lineage2.2.1uzNukuspnca_p.thr167ileAHTHRTA167pnca_complex.pdb
395T168IL1PZATT168168INASensitiveOMhydrophobichydrophobicneutralnon-polarpolarnon-polar10.468-1.2010.963-0.7812-0.0180.6911590.70322240.13953488372093helix0.9333333333333334.770.00028748023573370.6058743169398911.69083297052993e-0500.0596751347828363-120000000020020000-30-3-20000-0.3042046605876390.818877551020408-0.150196108590325-0.00306905370843990.3876404494382020.1157894736842110.225320512820513DestabilisingStabilisingStabilisingDestabilisingStabilisingeffect0.3890.8424:2124/150L:N:V:C:R:Y:H:F:W:G:S:A:T:P-10.98770417549130.946048325624975162.371849597271-0.0676700068561389NA2065.08997177458-0.2176174568906471007.346605408059750.807010141806273lineage1other_mutations_pyrazinamideILE0ERR768038ERR768038lineage1.1thThailandpnca_p.thr168ileAHTHRTA168pnca_complex.pdb
396T168NL4PZATT168168NNAMDRDMhydrophobichydrophilicneutralneutralpolarpolar10.468-0.341-0.5050.148032-1.149-0.453530.70322240.13953488372093helix0.9333333333333334.77NANANANANA-100000000000000000-101-2-2002-0.0863728470111449-0.1304909560723510.00539164766643114-0.195907928388747-0.1178010471204190.03157894736842110.225320512820513DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.3890.8424:2124/150L:N:V:C:R:Y:H:F:W:G:S:A:T:PNANANANANANANANANANANANAlineage4dr_mutations_pyrazinamideASN0ERR1035323ERR1035323lineage4.3.3brBrazilpnca_p.thr168asnAHTHRTA168pnca_complex.pdb
397T168PL2PZATT168168PNAPre-XDRDMhydrophobichydrophilicneutralnon-polarpolarnon-polar10.468-1.310.1513.22365-1.210.6149710.70322240.13953488372093helix0.9333333333333334.77NANANANANA0-200-2000042020000040-4202-2-0.3318135764944270.1284013605442180.117412350031687-0.2063086104006820.3426966292134830.5157894736842110.225320512820513DestabilisingStabilisingDestabilisingDestabilisingStabilisingeffect0.3890.8424:2124/150L:N:V:C:R:Y:H:F:W:G:S:A:T:PNANANANANANANANANANANANAlineage2dr_mutations_pyrazinamidePRO0SAMN02414858SRR1162695_SRR1166879_SRR1165549_SRR1165524lineage2.2.1seSwedenpnca_p.thr168proAHTHRTA168pnca_complex.pdb
398T168SL3PZATT168168S1Pre-XDROMhydrophobichydrophilicneutralneutralpolarpolar10.468-0.83-0.3820.47424-0.280.09-71870.70322240.13953488372093helix0.9333333333333334.770.00028748023573371.616484440706481.616489997296731.616413627742865.75148528770432e-250000000000000000020202024-0.210233029381966-0.09870801033591730.0172728530947924-0.04774083546462060.0505617977528089-0.7634408602150540.225320512820513DestabilisingDestabilisingDestabilisingDestabilisingStabilisingneutral0.3890.8424:2124/150L:N:V:C:R:Y:H:F:W:G:S:A:T:P0.4802571302871450.6772477868343321.15384934899060.4162216936788820.079938964616287912.63181652844390.2085715287138350.5276936681014430.2776181169752380.030778889119769420.14015940050.999999999999395lineage3other_mutations_pyrazinamideSER0ERR2510560ERR2510560lineage3pkPakistanpnca_p.thr168serAHTHRTA168pnca_complex.pdb
399A171EL2PZAAA171171ENAPre-XDRDMhydrophobichydrophilicnon-polaracidicnon-polarneg10.4761.116-2.6713.52921-3.951-0.697585-0.8728850.0387596899224806helix2.466666666666675.330.00014374011786681.21195880622114.59700131334266e-0501.01056822389159e-25-36-2600-26000000000000-10-3-3000-50.500448430493273-0.6901808785529720.128541510354825-0.673657289002558-0.1806282722513090.789473684210526-0.71828665568369StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8122/150R:C:V:T:E:A-9.987521262450580.942832958100734139.277183325398-0.0717096729269461NA144471.7063148490.083487858662857910025.83865859621630.999999999999746lineage2dr_mutations_pyrazinamideGLU0SAMN02584620SRR1169146_SRR1166097lineage2.2.1mdMoldovapnca_p.ala171gluAHALAAA171pnca_complex.pdb
400A171PL4PZAAA171171PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar10.476-1.239-1.2414.26761-3.012-0.058091-0.8728850.0387596899224806helix2.466666666666675.33NANANANANA-20000000042000000-34-5-44021-0.313829787234043-0.3206718346253230.155435645655927-0.513554987212276-0.0130890052356020.842105263157895-0.71828665568369DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8122/150R:C:V:T:E:ANANANANANANANANANANANANAlineage4dr_mutations_pyrazinamidePRO0ERR1213889ERR1213889lineage4.3.4.2.1rwRwandapnca_p.ala171proAHALAAA171pnca_complex.pdb
401A171TL3PZAAA171171T0MDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar10.4760.043-1.8160.486585-1.914-1.472563-0.8728850.0387596899224806helix2.466666666666675.330.00035935029466720.4846574190836491.69068633684891e-0500.177777263899814-20000000000-200000-30-1-2000-50.0192825112107623-0.4692506459948320.0177224848665856-0.326342710997442-0.3848167539267020.263157894736842-0.71828665568369StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8122/150R:C:V:T:E:A-10.98779090199960.93969121942854145.229797681913-0.075657964669657NA60.3389082676185-0.3145651347425670.5961118750587110.22467222656659405.292243504333850.673290424524484lineage3dr_mutations_pyrazinamideTHR0ERR2510582ERR2510582lineage3pkPakistanpnca_p.ala171thrAHALAAA171pnca_complex.pdb
402A171VL2PZAAA171171VNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar10.476-1.298-0.6590.499158-1.528-0.623866-0.8728850.0387596899224806helix2.466666666666675.330.00014374011786684.850294365012624.850294327177364.849564479041120.0881192621863332-20000000000000000-70-5-6202-1-0.328774062816616-0.1702842377260980.0181804208946743-0.260528559249787-0.1623036649214660.4-0.71828665568369DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.993-0.8279:8122/150R:C:V:T:E:A1.579039389124020.2642475663767221.414392862765841.116407916564430.191756076673654122.6837603990960.6857680967922060.3127341543101870.5048246860149950.061763864579114379.5583372042030.766581879696361lineage2dr_mutations_pyrazinamideVAL0ERR502955ERR502955lineage2.2.1pnca_p.ala171valAHALAAA171pnca_complex.pdb
403L172PL4PZALL172172PNAMDRDMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar13.187-1.353-1.8214.7117-2.793-1.4479851.19211510.253731343283582helix0.74.40.000718700589334443.843.799999256329443.79188251018532.5514826715601140000000022000000341-120-24-0.342705167173252-0.4705426356589150.17161037012216-0.476214833759591-0.376963350785340.8315789473684210.382051282051282DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect0.591.1833:1122/150H:F:E:L:V:K:R:C:I:T:A:M:D:W3.779633800403620.0003368840921161.05424694876513.585150333924068.22614212186537807.9509837175491.64147411050411.04401171857701e-065.981294626539926.061191691542481899.946181368381.16076545932747e-08lineage4dr_mutations_pyrazinamidePRO0ERR751403ERR751403lineage4.3.3pepnca_p.leu172proAHLEULA172pnca_complex.pdb
404L172RL4PZALL172172RNAMDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos13.187-0.704-0.848-0.385063-1.797-0.4333661.19211510.253731343283582helix0.74.40.000143740117866819.411022297013511754.463552565Inf4.73122070382274-32-360-2-340000-200-40000-80-1-6-80-80-0.178318135764944-0.219121447028424-0.0740334922710144-0.306393861892583-0.1125654450261780.3473684210526320.382051282051282DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect0.591.1833:1122/150H:F:E:L:V:K:R:C:I:T:A:M:D:W13.14560022562050.924803768446996139.2771833265610.09438444913692830.0001628371344453NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage4dr_mutations_pyrazinamideARG0ERR1035063ERR1035063lineage4.3.2.1zaSouth Africapnca_p.leu172argAHLEULA172pnca_complex.pdb
405E173GL4PZAEE173173GNASensitiveOMhydrophilichydrophobicacidicneutralnegnon-polar15.936-0.78-1.1720.769667-0.869-1.04-5531.516111140.511210762331839helix-1.066666666666673.82NANANANANA6180018000000000000303100313-0.197568389057751-0.3028423772609820.0280329475010745-0.148167092924126-0.272251308900524-0.05376344086021510.485897435897436DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral0.8421.7122:1122/150Q:E:F:H:K:R:L:V:S:M:G:A:T:DNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideGLY0ERR126622ERR126622lineage4.3.4.2.1mwMalawipnca_p.glu173glyAHGLUEA173pnca_complex.pdb
406E174DL2PZAEE174174D1MDROMhydrophilichydrophilicacidicacidicnegneg14.835-0.016-0.6980.557649-0.445-0.43-1457-0.292661040.466367713004484helix-1.73.937.18700589334483e-059.70142977291842188179.926264691Inf0.76378433992838614000000000000000020200000-0.0040526849037487-0.1803617571059430.0203107904340795-0.0758738277919864-0.112565445026178-0.150537634408602-0.240527182866557DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.485-0.1477:6122/150D:T:A:G:S:K:R:Q:E12.14515383872680.919026337424243119.4680444362490.1016602715482445.01153666061119e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage2other_mutations_pyrazinamideASP0ERS2592796ERR2677451lineage2.2.1deGermanypnca_p.glu174aspAHGLUEA174pnca_complex.pdb
407E174GL2PZAEE174174G0MDRDMhydrophilichydrophobicacidicneutralnegnon-polar14.835-1.181-0.8680.834042-0.968-0.015475-0.292661040.466367713004484helix-1.73.930.00014374011786681.21195880622114.59700131334288e-0501.01056822389159e-2522220022000000000000202000315-0.299138804457953-0.2242894056847550.0303776251283882-0.165046888320546-0.00261780104712040.568421052631579-0.240527182866557DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.485-0.1477:6122/150D:T:A:G:S:K:R:Q:E-9.987521262450530.942832958100734139.277183325396-0.0717096729269466NA144471.7063148380.083487858662857910025.83865859621630.999999999999746lineage2dr_mutations_pyrazinamideGLY0MDR_11151SRR6824687lineage2.2.1cnChina: Luqiao District, Taizhou City, Zhejiang Provincepnca_p.glu174glyAHGLUEA174pnca_complex.pdb
408E174KL1PZAEE174174KNASensitiveOMhydrophilichydrophobicacidicbasicnegpos14.835-0.8190.204-0.813418-0.452-0.162663-0.292661040.466367713004484helix-1.73.93NANANANANA-640040000002-20000000-10000-0.2074468085106380.173469387755102-0.156390448358071-0.0770673486786019-0.04188481675392670.273684210526316-0.240527182866557DestabilisingStabilisingStabilisingDestabilisingDestabilisingeffect-0.485-0.1477:6122/150D:T:A:G:S:K:R:Q:ENANANANANANANANANANANANAlineage1other_mutations_pyrazinamideLYS0SRR5067256SRR5067256lineage1.1.1vnVietnampnca_p.glu174lysAHGLUEA174pnca_complex.pdb
409M175IL2PZAMM175175INAPre-XDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar11.016-1.143-0.6761.67797-1.272-0.651959-0.5217700helix-2.033333333333336.810.00028748023573371.616484440706481.616489997296731.616413627742865.75148528770432e-25142002000000000000-50-1-46044-0.28951367781155-0.1746770025839790.0611153198959783-0.216879795396419-0.1701570680628270.2-0.429159802306425DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7120/150F:M:I:W:C:L:V0.4802571302871430.6772477868343331.15384934899060.4162216936788810.079938964616278712.63181652844260.2085715287138350.5276936681014430.2776181169752380.030778889119769420.14015940050.999999999999395lineage2dr_mutations_pyrazinamideILE0ERR2516249ERR2516249lineage2.2.1beBelgiumpnca_p.met175ileAHMETMA175pnca_complex.pdb
410M175KL4PZAMM175175K1MDRDMhydrophobichydrophobicnon-polarbasicnon-polarpos11.016-0.207-1.3112.59826-4.252-0.957885-0.5217700helix-2.033333333333336.817.18700589334483e-059.70142977291842188179.926264637Inf0.763784339928386-16-3600-360000-20-200000-50-4-1-202-2-0.0524316109422492-0.3387596899224810.0946342849234042-0.724978687127025-0.248691099476440.821052631578947-0.429159802306425DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7120/150F:M:I:W:C:L:V12.14515383872650.919026337424235119.4680444362340.1016602715482555.01153666062558e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideLYS0ERR040122ERR040122lineage4.8ugUgandapnca_p.met175lysAHMETMA175pnca_complex.pdb
411M175RL4PZAMM175175RNAPre-XDRDMhydrophobichydrophilicnon-polarbasicnon-polarpos11.016-0.698-1.1752.37207-3.407-0.87485-0.5217700helix-2.033333333333336.817.18700589334483e-059.70142977291842188179.92626466Inf0.763784339928386-36-400-2-380000-20-200000-90-4-5-40-60-0.176798378926039-0.3036175710594310.0863959527677212-0.580903665814152-0.2094240837696340.778947368421053-0.429159802306425DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7120/150F:M:I:W:C:L:V12.14515383872660.919026337424239119.468044436240.101660271548255.01153666061918e-06NA0.9868357442384210.1709788702026740.7670575569843650.124324963210678Inf0.382146811758261lineage4dr_mutations_pyrazinamideARG0SAMN02628523SRR1172252_SRR1180184_SRR1183085_SRR1172151lineage4.8irIranpnca_p.met175argAHMETMA175pnca_complex.pdb
412M175TL1PZAMM175175TNAPre-MDRDMhydrophobichydrophobicnon-polarneutralnon-polarpolar11.0160.116-2.1312.83612-3.057-1.737285-0.5217700helix-2.033333333333336.810.000215610176800329.1287878787879511969.848428383Inf9.28726407271572400000000-20-200000-40-401001080.0520179372197309-0.5506459948320410.103297663881584-0.521227621483376-0.4528795811518320.757894736842105-0.429159802306425StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7120/150F:M:I:W:C:L:V13.14602101249930.907969111549572113.7193447318840.1156005694852850.183926936278602NA1.46432241293160.00499313284561492.30162687909812.00455510251839Inf0.0023075254069185lineage1dr_mutations_pyrazinamideTHR0ERR1213948ERR1213948lineage1.2.2bdBangladeshpnca_p.met175thrAHMETMA175pnca_complex.pdb
413M175VL4PZAMM175175VNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar11.016-1.081-1.2512.746-2.087-1.135275-0.5217700helix-2.033333333333336.810.000718700589334411.344013490725111.343985973874211.340806096198216.1999449415698240000000000000000-20-408088-0.273809523809524-0.3232558139534880.100015297314229-0.355839727195226-0.2958115183246070.547368421052632-0.429159802306425DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7120/150F:M:I:W:C:L:V2.428687733353380.00043143272589420.6899543620357463.520070119112533.1512921199993852.66725415151881.054766734318540.0003137935511173.503355985997782.5867470161719967.90869275502265.69957727561539e-05lineage4dr_mutations_pyrazinamideVAL0ERR2707135ERR2707135lineage4.3.3cdDemocratic Republic of Congopnca_p.met175valAHMETMA175pnca_complex.pdb
414R176CL4PZARR176176CNASensitiveOMhydrophilichydrophobicbasicneutralposnon-polar17.132-0.881-0.4171.53676-0.7010.7555751.185111880.686131386861314helix-1.13.67NANANANANA3222002200000020000000-332024-0.223150962512665-0.1077519379844960.0559721443192331-0.1195225916453540.4213483146067410.5789473684210530.379807692307692DestabilisingDestabilisingDestabilisingDestabilisingStabilisingeffect0.591.1833:1116/150S:M:A:G:T:D:E:Q:N:L:V:K:I:RNANANANANANANANANANANANAlineage4other_mutations_pyrazinamideCYS0ERR1193718ERR1193718lineage4.3idIndonesiapnca_p.arg176cysAHARGRA176pnca_complex.pdb
415T177PL3PZATT177177P0MDROMhydrophobichydrophilicneutralnon-polarpolarnon-polar19.207-0.36-0.0450.790967-0.444-0.1921631.87111260.732558139534884helix-1.133333333333333.450.00028748023573374.851914177534714.851914140399824.851184435511781.174970908556980130-21500002220000044-10-20-4-2-0.0911854103343465-0.01162790697674410.0288087398655293-0.0757033248081841-0.04973821989528790.2210526315789470.599358974358974DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect1.1831.7121:1114/150N:L:R:K:H:E:Q:D:T:S:M:G:A1.579373295212090.1143422970043041.00025364540071.578972796024540.58188909131267640.4562911075320.6859131102999060.1379549363682950.8602627547777290.35147133141776367.04210604197060.278382201819561lineage3other_mutations_pyrazinamidePRO0ERR2510450ERR2510450lineage3pkPakistanpnca_p.thr177proAHTHRTA177pnca_complex.pdb
416A178PL4PZAAA178178PNAMDROMhydrophobichydrophilicnon-polarnon-polarnon-polarnon-polar17.128-0.05-0.4852.01949-1.803-0.096080-0.49677320.248062015503876loop0.13.71NANANANANA0-200-2000022200000-62-8-200-2-5-0.0126646403242147-0.1253229974160210.0735542216945053-0.307416879795396-0.02356020942408370.631578947368421-0.408566721581549DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7110/150G:M:A:S:C:K:V:Q:H:ENANANANANANANANANANANANAlineage4other_mutations_pyrazinamidePRO0ERR1213826ERR1213826lineage4.3.4.2.1rwRwandapnca_p.ala178proATALAAA178pnca_complex.pdb
417S179IL2PZASS179179I0SensitiveOMhydrophilichydrophobicneutralnon-polarpolarnon-polar19.449-0.4510.3811.255880.395-0.663566-0.87688870.561290322580645loop1.733333333333333.57.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-8000000002020000000000002-0.1142350557244170.3239795918367350.04574188331791460.333614864864865-0.1727748691099480.368421052631579-0.72158154859967DestabilisingStabilisingDestabilisingStabilisingDestabilisingeffect-1.028-0.7799:8107/150W:R:D:Q:S:G-8.987408781496410.940032862253634119.468044435492-0.0752285585987746NA4692673.5108140.384555509373631100188.5442222312680.999999999999997lineage2other_mutations_pyrazinamideILE0ERR2514301ERR2514301lineage2.2.1gbUKpnca_p.ser179ileATSERSA179pnca_complex.pdb
418V180AL2PZAVV180180A1MDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.436-1.661-2.0482.8049-2.408-1.98-853-0.5097760.0344827586206896loop-0.03333333333333325.260.000143740117866819.411022297013511754.463552312Inf4.7312207038227420000000000000000-20-402025-0.420719351570415-0.5291989664082690.102160563523918-0.410571184995737-0.518324607329843-0.0860215053763441-0.419275123558484DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingneutral-0.674-0.4117:7102/150I:L:V:S:A:G13.145600225620.92480376844698139.2771833265250.0943844491369490.0001628371344461NA1.288048408456890.02922358609515971.534266491831630.91081598550184Inf0.0296198560706035lineage2other_mutations_pyrazinamideALA0ERR552136ERR552136lineage2.2.1ruRussiapnca_p.val180alaA-VALVA180pnca_complex.pdb
419V180FL1PZAVV180180FNAMDRDMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.436-1.073-1.80810.5926-3.033-1.235775-0.5097760.0344827586206896loop-0.03333333333333325.260.000574960471467514.580278128950714.580227794011714.580175903406115.0663448164144-220000000000000000-100-6-8-120-12-4-0.271783181357649-0.46718346253230.385805549282847-0.517135549872123-0.3219895287958110.6-0.419275123558484DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7102/150I:L:V:S:A:G2.67966635019040.00102453523771030.8160506321224153.283701089993673.3569796112220899.55386925923251.163765808530410.00050753514476143.294533879232452.60435121163486147.6763270061360.0001037975122989lineage1dr_mutations_pyrazinamidePHE0SRR8380946SRR8380946lineage1.1.2inIndiapnca_p.val180pheA-VALVA180pnca_complex.pdb
420V180GL2PZAVV180180G1XDRDMhydrophobichydrophobicnon-polarneutralnon-polarnon-polar15.436-1.577-2.7854.93179-3.447-2.326180-0.5097760.0344827586206896loop-0.03333333333333325.260.0007905706482679107.1663851351353795803.48339175Inf47.6847963834956120000000000000000-40-60601323-0.399442755825735-0.7196382428940570.17962652699976-0.58772378516624-0.6073298429319370.642105263157895-0.419275123558484DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7102/150I:L:V:S:A:G15.14940666798090.92523341791644161.4325428794380.093843573283082324.1993753459118NA2.030058581628443.58120158191569e-098.4459712323392112.2081619622864Inf5.00558510128865e-12lineage2dr_mutations_pyrazinamideGLY0ERR229982,2395E-sc-2012-10-11T13:40:00Z-1494301ERR229982lineage2.2.1ruRussia,Samarapnca_p.val180glyA-VALVA180pnca_complex.pdb
421V180LL2PZAVV180180LNAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.436-1.664-0.877-0.0108685-2.269-0.85675-0.5097760.0344827586206896loop-0.03333333333333325.26NANANANANA-160000000000000000-90-2-9-100-10-2-0.421479229989868-0.226614987080103-0.00208961393524571-0.386871270247229-0.2094240837696340.589473684210526-0.419275123558484DestabilisingDestabilisingStabilisingDestabilisingDestabilisingeffect-0.674-0.4117:7102/150I:L:V:S:A:GNANANANANANANANANANANANAlineage2other_mutations_pyrazinamideLEU01362G-sc-2012-02-21T11:36:33Z-1364711,ERR137219ERR137219lineage2.2.1ruRussiapnca_p.val180leuA-VALVA180pnca_complex.pdb
422L182FL4PZALL182182FNAPre-XDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.184-0.294-1.1684.99445-0.804-147710.28144500.248756218905473strand1.54.177.18700589334483e-052.424127784783520.000124973507703401.03410070803344e-29-6-200-200000000000010112040-0.0744680851063829-0.3018087855297160.181908740593973-0.137084398976982-0.2617801047120420.4947368421052630.0900641025641026DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:487/150F:Q:L:V:R:I-8.987408781496420.940032862253634119.468044435493-0.0752285585987741NA4692673.51081320.384555509373631100188.5442222312680.999999999999997lineage4other_mutations_pyrazinamidePHE0ERR2510225ERR2510225lineage4.3.4.2pePerupnca_p.leu182pheAELEULA182pnca_complex.pdb
423L182SL2PZALL182182SNAPre-XDRDMhydrophobichydrophilicnon-polarneutralnon-polarpolar15.1840.38-2.3495.37676-1.864-1.9871850.28144500.248756218905473strand1.54.170.00071870058933444.856781802864364.856781767777674.856052518316485.49640065724654220000000000000000-10-1040420.170403587443946-0.6069767441860470.195833302981519-0.317817561807332-0.5183246073298430.7473684210526320.0900641025641026StabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:487/150F:Q:L:V:R:I1.580376030869220.01251751696503790.6328569433250422.497208962527771.3497741822852817.47576771486710.6863485926761270.01717580417960761.765082919910921.1165895034506621.11734402463820.0190556572462216lineage2dr_mutations_pyrazinamideSER0ERR2516229ERR2516229lineage2.2.1beBelgiumpnca_p.leu182serAELEULA182pnca_complex.pdb
424L182WL4PZALL182182WNAMDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar15.184-0.228-1.3184.86413-1.198-1.1575850.28144500.248756218905473strand1.54.17NANANANANA-200000000000000000-10-104042-0.0577507598784194-0.3405684754521960.177162202521872-0.204262574595055-0.3010471204188480.7894736842105260.0900641025641026DestabilisingDestabilisingDestabilisingDestabilisingDestabilisingeffect-0.0380.3895:487/150F:Q:L:V:R:INANANANANANANANANANANANAlineage4other_mutations_pyrazinamideTRP0ERR1034735ERR1034735lineage4.3.3pePerupnca_p.leu182trpAELEULA182pnca_complex.pdb
425V183LL2PZAVV183183LNAPre-MDROMhydrophobichydrophobicnon-polarnon-polarnon-polarnon-polar17.921-0.108-0.423-0.102908-0.776-0.67-6530.444340.195402298850575strand3.54.10.00014374011786681.21195880622114.59700131334244e-0501.01056822389159e-25-100000000000000000-30-1-2-200-4-0.0273556231003039-0.109302325581395-0.0197854341305852-0.13231031543052-0.175392670157068-0.06451612903225810.128205128205128DestabilisingDestabilisingStabilisingDestabilisingDestabilisingneutral0.0830.595:359/150L:V:I:R:C:T:A:G-9.987521262450630.942832958100734139.277183325399-0.0717096729269459NA144471.7063148650.083487858662857910025.83865859621630.999999999999746lineage2other_mutations_pyrazinamideLEU0ERR751934ERR751934lineage2.2.1thThailandpnca_p.val183leuAEVALVA183pnca_complex.pdb