id sid tid token lemma pos 9c67wm13c83 1 1 pathogenic pathogenic ADJ 9c67wm13c83 1 2 mycobacteria mycobacterium NOUN 9c67wm13c83 1 3 are be AUX 9c67wm13c83 1 4 a a DET 9c67wm13c83 1 5 global global ADJ 9c67wm13c83 1 6 health health NOUN 9c67wm13c83 1 7 problem problem NOUN 9c67wm13c83 1 8 . . PUNCT 9c67wm13c83 2 1 we we PRON 9c67wm13c83 2 2 use use VERB 9c67wm13c83 2 3 mycobacterium mycobacterium NOUN 9c67wm13c83 2 4 marinum marinum PROPN 9c67wm13c83 2 5 as as ADP 9c67wm13c83 2 6 a a DET 9c67wm13c83 2 7 model model NOUN 9c67wm13c83 2 8 system system NOUN 9c67wm13c83 2 9 for for ADP 9c67wm13c83 2 10 mycobacterium mycobacterium NOUN 9c67wm13c83 2 11 tuberculosis tuberculosis NOUN 9c67wm13c83 2 12 , , PUNCT 9c67wm13c83 2 13 the the DET 9c67wm13c83 2 14 causative causative ADJ 9c67wm13c83 2 15 agent agent NOUN 9c67wm13c83 2 16 of of ADP 9c67wm13c83 2 17 human human ADJ 9c67wm13c83 2 18 tuberculosis tuberculosis NOUN 9c67wm13c83 2 19 . . PUNCT 9c67wm13c83 3 1 we we PRON 9c67wm13c83 3 2 have have AUX 9c67wm13c83 3 3 developed develop VERB 9c67wm13c83 3 4 tools tool NOUN 9c67wm13c83 3 5 for for ADP 9c67wm13c83 3 6 studying study VERB 9c67wm13c83 3 7 mycobacterial mycobacterial ADJ 9c67wm13c83 3 8 pathogenesis pathogenesis NOUN 9c67wm13c83 3 9 and and CCONJ 9c67wm13c83 3 10 identifying identify VERB 9c67wm13c83 3 11 genes gene NOUN 9c67wm13c83 3 12 required require VERB 9c67wm13c83 3 13 for for ADP 9c67wm13c83 3 14 virulence virulence NOUN 9c67wm13c83 3 15 . . PUNCT 9c67wm13c83 4 1 the the DET 9c67wm13c83 4 2 esx-1 esx-1 X 9c67wm13c83 4 3 export export NOUN 9c67wm13c83 4 4 system system NOUN 9c67wm13c83 4 5 is be AUX 9c67wm13c83 4 6 essential essential ADJ 9c67wm13c83 4 7 for for ADP 9c67wm13c83 4 8 mycobacterial mycobacterial ADJ 9c67wm13c83 4 9 virulence virulence NOUN 9c67wm13c83 4 10 . . PUNCT 9c67wm13c83 5 1 we we PRON 9c67wm13c83 5 2 built build VERB 9c67wm13c83 5 3 a a DET 9c67wm13c83 5 4 saturating saturate VERB 9c67wm13c83 5 5 transposon transposon PROPN 9c67wm13c83 5 6 library library NOUN 9c67wm13c83 5 7 in in ADP 9c67wm13c83 5 8 m. m. PROPN 9c67wm13c83 5 9 marinum marinum PROPN 9c67wm13c83 5 10 and and CCONJ 9c67wm13c83 5 11 screened screen VERB 9c67wm13c83 5 12 for for ADP 9c67wm13c83 5 13 mutants mutant NOUN 9c67wm13c83 5 14 deficient deficient ADJ 9c67wm13c83 5 15 for for ADP 9c67wm13c83 5 16 esx-1 esx-1 DET 9c67wm13c83 5 17 export export NOUN 9c67wm13c83 5 18 . . PUNCT 9c67wm13c83 6 1 we we PRON 9c67wm13c83 6 2 identified identify VERB 9c67wm13c83 6 3 several several ADJ 9c67wm13c83 6 4 esx-1 esx-1 X 9c67wm13c83 6 5 - - PUNCT 9c67wm13c83 6 6 deficient deficient ADJ 9c67wm13c83 6 7 strains strain NOUN 9c67wm13c83 6 8 using use VERB 9c67wm13c83 6 9 these these DET 9c67wm13c83 6 10 novel novel NOUN 9c67wm13c83 6 11 assays assay NOUN 9c67wm13c83 6 12 and and CCONJ 9c67wm13c83 6 13 characterized characterize VERB 9c67wm13c83 6 14 them they PRON 9c67wm13c83 6 15 using use VERB 9c67wm13c83 6 16 molecular molecular ADJ 9c67wm13c83 6 17 genetics genetic NOUN 9c67wm13c83 6 18 , , PUNCT 9c67wm13c83 6 19 biochemistry biochemistry NOUN 9c67wm13c83 6 20 , , PUNCT 9c67wm13c83 6 21 and and CCONJ 9c67wm13c83 6 22 microbiology microbiology NOUN 9c67wm13c83 6 23 . . PUNCT 9c67wm13c83 7 1 in in ADP 9c67wm13c83 7 2 addition addition NOUN 9c67wm13c83 7 3 to to ADP 9c67wm13c83 7 4 genetic genetic ADJ 9c67wm13c83 7 5 tools tool NOUN 9c67wm13c83 7 6 , , PUNCT 9c67wm13c83 7 7 we we PRON 9c67wm13c83 7 8 developed develop VERB 9c67wm13c83 7 9 mass mass ADJ 9c67wm13c83 7 10 spectrometry spectrometry NOUN 9c67wm13c83 7 11 tools tool NOUN 9c67wm13c83 7 12 for for ADP 9c67wm13c83 7 13 monitoring monitor VERB 9c67wm13c83 7 14 esx-1 esx-1 SPACE 9c67wm13c83 7 15 . . PUNCT 9c67wm13c83 8 1 we we PRON 9c67wm13c83 8 2 designed design VERB 9c67wm13c83 8 3 and and CCONJ 9c67wm13c83 8 4 tested test VERB 9c67wm13c83 8 5 a a DET 9c67wm13c83 8 6 screening screening NOUN 9c67wm13c83 8 7 method method NOUN 9c67wm13c83 8 8 using use VERB 9c67wm13c83 8 9 maldi maldi PROPN 9c67wm13c83 8 10 - - PUNCT 9c67wm13c83 8 11 tof tof PROPN 9c67wm13c83 8 12 mass mass NOUN 9c67wm13c83 8 13 spectrometry spectrometry NOUN 9c67wm13c83 8 14 for for ADP 9c67wm13c83 8 15 high high ADJ 9c67wm13c83 8 16 - - PUNCT 9c67wm13c83 8 17 throughput throughput NOUN 9c67wm13c83 8 18 screening screening NOUN 9c67wm13c83 8 19 . . PUNCT 9c67wm13c83 9 1 western western ADJ 9c67wm13c83 9 2 blotting blot VERB 9c67wm13c83 9 3 for for ADP 9c67wm13c83 9 4 esx-1 esx-1 DET 9c67wm13c83 9 5 substrates substrate NOUN 9c67wm13c83 9 6 is be AUX 9c67wm13c83 9 7 the the DET 9c67wm13c83 9 8 gold gold ADJ 9c67wm13c83 9 9 standard standard NOUN 9c67wm13c83 9 10 for for ADP 9c67wm13c83 9 11 monitoring monitor VERB 9c67wm13c83 9 12 esx-1 esx-1 PRON 9c67wm13c83 9 13 function function NOUN 9c67wm13c83 9 14 . . PUNCT 9c67wm13c83 10 1 however however ADV 9c67wm13c83 10 2 , , PUNCT 9c67wm13c83 10 3 this this PRON 9c67wm13c83 10 4 is be AUX 9c67wm13c83 10 5 limited limit VERB 9c67wm13c83 10 6 by by ADP 9c67wm13c83 10 7 sensitivity sensitivity NOUN 9c67wm13c83 10 8 and and CCONJ 9c67wm13c83 10 9 antibody antibody NOUN 9c67wm13c83 10 10 availability availability NOUN 9c67wm13c83 10 11 . . PUNCT 9c67wm13c83 11 1 we we PRON 9c67wm13c83 11 2 implemented implement VERB 9c67wm13c83 11 3 targeted target VERB 9c67wm13c83 11 4 mrm mrm PROPN 9c67wm13c83 11 5 mass mass ADJ 9c67wm13c83 11 6 spectrometry spectrometry NOUN 9c67wm13c83 11 7 to to PART 9c67wm13c83 11 8 monitor monitor VERB 9c67wm13c83 11 9 multiple multiple ADJ 9c67wm13c83 11 10 esx-1 esx-1 ADP 9c67wm13c83 11 11 substrates substrate NOUN 9c67wm13c83 11 12 across across ADP 9c67wm13c83 11 13 multiple multiple ADJ 9c67wm13c83 11 14 strains strain NOUN 9c67wm13c83 11 15 to to PART 9c67wm13c83 11 16 elucidate elucidate VERB 9c67wm13c83 11 17 distinct distinct ADJ 9c67wm13c83 11 18 genetic genetic ADJ 9c67wm13c83 11 19 requirements requirement NOUN 9c67wm13c83 11 20 for for ADP 9c67wm13c83 11 21 esx-1 esx-1 PRON 9c67wm13c83 11 22 export export NOUN 9c67wm13c83 11 23 of of ADP 9c67wm13c83 11 24 several several ADJ 9c67wm13c83 11 25 esx-1 esx-1 ADP 9c67wm13c83 11 26 substrates.using substrates.use VERB 9c67wm13c83 11 27 virulence virulence NOUN 9c67wm13c83 11 28 assays assay NOUN 9c67wm13c83 11 29 , , PUNCT 9c67wm13c83 11 30 we we PRON 9c67wm13c83 11 31 identified identify VERB 9c67wm13c83 11 32 an an DET 9c67wm13c83 11 33 esx-1 esx-1 X 9c67wm13c83 11 34 - - PUNCT 9c67wm13c83 11 35 deficient deficient ADJ 9c67wm13c83 11 36 strain strain NOUN 9c67wm13c83 11 37 with with ADP 9c67wm13c83 11 38 a a DET 9c67wm13c83 11 39 nonsense nonsense NOUN 9c67wm13c83 11 40 mutation mutation NOUN 9c67wm13c83 11 41 in in ADP 9c67wm13c83 11 42 a a DET 9c67wm13c83 11 43 known know VERB 9c67wm13c83 11 44 esx-1 esx-1 SPACE 9c67wm13c83 11 45 - - PUNCT 9c67wm13c83 11 46 required require VERB 9c67wm13c83 11 47 gene gene NOUN 9c67wm13c83 11 48 . . PUNCT 9c67wm13c83 12 1 we we PRON 9c67wm13c83 12 2 isolated isolate VERB 9c67wm13c83 12 3 a a DET 9c67wm13c83 12 4 suppressor suppressor NOUN 9c67wm13c83 12 5 strain strain NOUN 9c67wm13c83 12 6 with with ADP 9c67wm13c83 12 7 the the DET 9c67wm13c83 12 8 nonsense nonsense NOUN 9c67wm13c83 12 9 mutation mutation NOUN 9c67wm13c83 12 10 that that PRON 9c67wm13c83 12 11 had have AUX 9c67wm13c83 12 12 restored restore VERB 9c67wm13c83 12 13 esx-1 esx-1 ADP 9c67wm13c83 12 14 export export NOUN 9c67wm13c83 12 15 and and CCONJ 9c67wm13c83 12 16 virulence virulence NOUN 9c67wm13c83 12 17 . . PUNCT 9c67wm13c83 13 1 we we PRON 9c67wm13c83 13 2 characterized characterize VERB 9c67wm13c83 13 3 both both CCONJ 9c67wm13c83 13 4 the the DET 9c67wm13c83 13 5 esx-1 esx-1 X 9c67wm13c83 13 6 - - PUNCT 9c67wm13c83 13 7 deficient deficient ADJ 9c67wm13c83 13 8 strain strain NOUN 9c67wm13c83 13 9 and and CCONJ 9c67wm13c83 13 10 the the DET 9c67wm13c83 13 11 suppressor suppressor NOUN 9c67wm13c83 13 12 strain strain VERB 9c67wm13c83 13 13 using use VERB 9c67wm13c83 13 14 genetics genetic NOUN 9c67wm13c83 13 15 , , PUNCT 9c67wm13c83 13 16 genomics genomic NOUN 9c67wm13c83 13 17 , , PUNCT 9c67wm13c83 13 18 biochemistry biochemistry NOUN 9c67wm13c83 13 19 , , PUNCT 9c67wm13c83 13 20 and and CCONJ 9c67wm13c83 13 21 bioinformatics bioinformatic NOUN 9c67wm13c83 13 22 . . PUNCT 9c67wm13c83 14 1 we we PRON 9c67wm13c83 14 2 found find VERB 9c67wm13c83 14 3 that that SCONJ 9c67wm13c83 14 4 suppression suppression NOUN 9c67wm13c83 14 5 was be AUX 9c67wm13c83 14 6 linked link VERB 9c67wm13c83 14 7 to to ADP 9c67wm13c83 14 8 a a DET 9c67wm13c83 14 9 mutation mutation NOUN 9c67wm13c83 14 10 in in ADP 9c67wm13c83 14 11 a a DET 9c67wm13c83 14 12 gene gene NOUN 9c67wm13c83 14 13 required require VERB 9c67wm13c83 14 14 to to PART 9c67wm13c83 14 15 synthesize synthesize VERB 9c67wm13c83 14 16 lipids.finally lipids.finally PROPN 9c67wm13c83 14 17 , , PUNCT 9c67wm13c83 14 18 we we PRON 9c67wm13c83 14 19 characterized characterize VERB 9c67wm13c83 14 20 a a DET 9c67wm13c83 14 21 novel novel ADJ 9c67wm13c83 14 22 locus locus NOUN 9c67wm13c83 14 23 , , PUNCT 9c67wm13c83 14 24 mmar_5349 mmar_5349 PROPN 9c67wm13c83 14 25 - - PUNCT 9c67wm13c83 14 26 mmar_5350 mmar_5350 PROPN 9c67wm13c83 14 27 . . PUNCT 9c67wm13c83 15 1 we we PRON 9c67wm13c83 15 2 demonstrated demonstrate VERB 9c67wm13c83 15 3 that that SCONJ 9c67wm13c83 15 4 mmar_5349 mmar_5349 ADV 9c67wm13c83 15 5 is be AUX 9c67wm13c83 15 6 involved involve VERB 9c67wm13c83 15 7 in in ADP 9c67wm13c83 15 8 multiple multiple ADJ 9c67wm13c83 15 9 export export NOUN 9c67wm13c83 15 10 systems system NOUN 9c67wm13c83 15 11 , , PUNCT 9c67wm13c83 15 12 including include VERB 9c67wm13c83 15 13 three three NUM 9c67wm13c83 15 14 separate separate ADJ 9c67wm13c83 15 15 esx esx ADJ 9c67wm13c83 15 16 systems system NOUN 9c67wm13c83 15 17 . . PUNCT 9c67wm13c83 16 1 we we PRON 9c67wm13c83 16 2 also also ADV 9c67wm13c83 16 3 showed show VERB 9c67wm13c83 16 4 that that SCONJ 9c67wm13c83 16 5 mmar_5350 mmar_5350 PROPN 9c67wm13c83 16 6 is be AUX 9c67wm13c83 16 7 a a DET 9c67wm13c83 16 8 novel novel ADJ 9c67wm13c83 16 9 gre gre NOUN 9c67wm13c83 16 10 - - PUNCT 9c67wm13c83 16 11 like like ADJ 9c67wm13c83 16 12 factor factor NOUN 9c67wm13c83 16 13 that that PRON 9c67wm13c83 16 14 induces induce VERB 9c67wm13c83 16 15 a a DET 9c67wm13c83 16 16 novel novel ADJ 9c67wm13c83 16 17 rna rna NOUN 9c67wm13c83 16 18 cleavage cleavage NOUN 9c67wm13c83 16 19 activity activity NOUN 9c67wm13c83 16 20 by by ADP 9c67wm13c83 16 21 rna rna PROPN 9c67wm13c83 16 22 polymerase polymerase NOUN 9c67wm13c83 16 23 and and CCONJ 9c67wm13c83 16 24 is be AUX 9c67wm13c83 16 25 involved involve VERB 9c67wm13c83 16 26 in in ADP 9c67wm13c83 16 27 the the DET 9c67wm13c83 16 28 temperature temperature NOUN 9c67wm13c83 16 29 sensitivity sensitivity NOUN 9c67wm13c83 16 30 of of ADP 9c67wm13c83 16 31 m. m. PROPN 9c67wm13c83 16 32 marinum marinum PROPN 9c67wm13c83 16 33 , , PUNCT 9c67wm13c83 16 34 which which PRON 9c67wm13c83 16 35 does do AUX 9c67wm13c83 16 36 not not PART 9c67wm13c83 16 37 typically typically ADV 9c67wm13c83 16 38 grow grow VERB 9c67wm13c83 16 39 above above ADP 9c67wm13c83 16 40 35 35 NUM 9c67wm13c83 16 41 ° ° NOUN 9c67wm13c83 16 42 c c PROPN 9c67wm13c83 16 43 . . PUNCT 9c67wm13c83 17 1 however however ADV 9c67wm13c83 17 2 , , PUNCT 9c67wm13c83 17 3 we we PRON 9c67wm13c83 17 4 found find VERB 9c67wm13c83 17 5 that that SCONJ 9c67wm13c83 17 6 deletion deletion NOUN 9c67wm13c83 17 7 of of ADP 9c67wm13c83 17 8 mmar_5350 mmar_5350 PROPN 9c67wm13c83 17 9 led lead VERB 9c67wm13c83 17 10 to to ADP 9c67wm13c83 17 11 an an DET 9c67wm13c83 17 12 increase increase NOUN 9c67wm13c83 17 13 in in ADP 9c67wm13c83 17 14 growth growth NOUN 9c67wm13c83 17 15 at at ADP 9c67wm13c83 17 16 37 37 NUM 9c67wm13c83 17 17 ° ° NOUN 9c67wm13c83 17 18 c c PROPN 9c67wm13c83 17 19 and and CCONJ 9c67wm13c83 17 20 overexpression overexpression NOUN 9c67wm13c83 17 21 of of ADP 9c67wm13c83 17 22 mmar_5350 mmar_5350 PROPN 9c67wm13c83 17 23 completely completely ADV 9c67wm13c83 17 24 abrogated abrogate VERB 9c67wm13c83 17 25 growth growth NOUN 9c67wm13c83 17 26 at at ADP 9c67wm13c83 17 27 37°c.through 37°c.through PROPN 9c67wm13c83 17 28 these these DET 9c67wm13c83 17 29 studies study NOUN 9c67wm13c83 17 30 we we PRON 9c67wm13c83 17 31 have have AUX 9c67wm13c83 17 32 characterized characterize VERB 9c67wm13c83 17 33 several several ADJ 9c67wm13c83 17 34 mechanisms mechanism NOUN 9c67wm13c83 17 35 by by ADP 9c67wm13c83 17 36 which which PRON 9c67wm13c83 17 37 pathogenic pathogenic ADJ 9c67wm13c83 17 38 mycobacteria mycobacterium NOUN 9c67wm13c83 17 39 survive survive VERB 9c67wm13c83 17 40 in in ADP 9c67wm13c83 17 41 their their PRON 9c67wm13c83 17 42 host host NOUN 9c67wm13c83 17 43 environment environment NOUN 9c67wm13c83 17 44 and and CCONJ 9c67wm13c83 17 45 cause cause VERB 9c67wm13c83 17 46 disease disease NOUN 9c67wm13c83 17 47 . . PUNCT 9c67wm13c83 18 1 these these DET 9c67wm13c83 18 2 studies study NOUN 9c67wm13c83 18 3 add add VERB 9c67wm13c83 18 4 to to ADP 9c67wm13c83 18 5 our our PRON 9c67wm13c83 18 6 knowledge knowledge NOUN 9c67wm13c83 18 7 base base NOUN 9c67wm13c83 18 8 to to PART 9c67wm13c83 18 9 help help VERB 9c67wm13c83 18 10 develop develop VERB 9c67wm13c83 18 11 novel novel ADJ 9c67wm13c83 18 12 strategies strategy NOUN 9c67wm13c83 18 13 of of ADP 9c67wm13c83 18 14 fighting fight VERB 9c67wm13c83 18 15 these these DET 9c67wm13c83 18 16 pathogens pathogen NOUN 9c67wm13c83 18 17 . . PUNCT