id sid tid token lemma pos 5q47rn31z3f 1 1 structure structure NOUN 5q47rn31z3f 1 2 based base VERB 5q47rn31z3f 1 3 computer computer NOUN 5q47rn31z3f 1 4 aided aid VERB 5q47rn31z3f 1 5 drug drug NOUN 5q47rn31z3f 1 6 design design NOUN 5q47rn31z3f 1 7 has have AUX 5q47rn31z3f 1 8 been be AUX 5q47rn31z3f 1 9 proven prove VERB 5q47rn31z3f 1 10 as as ADP 5q47rn31z3f 1 11 a a DET 5q47rn31z3f 1 12 potent potent ADJ 5q47rn31z3f 1 13 tool tool NOUN 5q47rn31z3f 1 14 in in ADP 5q47rn31z3f 1 15 identifying identify VERB 5q47rn31z3f 1 16 lead lead NOUN 5q47rn31z3f 1 17 molecules molecule NOUN 5q47rn31z3f 1 18 for for ADP 5q47rn31z3f 1 19 drug drug NOUN 5q47rn31z3f 1 20 targets target NOUN 5q47rn31z3f 1 21 , , PUNCT 5q47rn31z3f 1 22 with with ADP 5q47rn31z3f 1 23 the the DET 5q47rn31z3f 1 24 increasing increase VERB 5q47rn31z3f 1 25 number number NOUN 5q47rn31z3f 1 26 of of ADP 5q47rn31z3f 1 27 x x NOUN 5q47rn31z3f 1 28 - - NOUN 5q47rn31z3f 1 29 ray ray NOUN 5q47rn31z3f 1 30 structures structure NOUN 5q47rn31z3f 1 31 , , PUNCT 5q47rn31z3f 1 32 validated validate VERB 5q47rn31z3f 1 33 drug drug NOUN 5q47rn31z3f 1 34 targets target NOUN 5q47rn31z3f 1 35 and and CCONJ 5q47rn31z3f 1 36 the the DET 5q47rn31z3f 1 37 ever ever ADV 5q47rn31z3f 1 38 increasing increase VERB 5q47rn31z3f 1 39 computer computer NOUN 5q47rn31z3f 1 40 power power NOUN 5q47rn31z3f 1 41 . . PUNCT 5q47rn31z3f 2 1 in in ADP 5q47rn31z3f 2 2 my my PRON 5q47rn31z3f 2 3 thesis thesis NOUN 5q47rn31z3f 2 4 , , PUNCT 5q47rn31z3f 2 5 i i PRON 5q47rn31z3f 2 6 have have AUX 5q47rn31z3f 2 7 applied apply VERB 5q47rn31z3f 2 8 the the DET 5q47rn31z3f 2 9 structure structure NOUN 5q47rn31z3f 2 10 based base VERB 5q47rn31z3f 2 11 drug drug NOUN 5q47rn31z3f 2 12 design design NOUN 5q47rn31z3f 2 13 for for ADP 5q47rn31z3f 2 14 multiple multiple ADJ 5q47rn31z3f 2 15 target target NOUN 5q47rn31z3f 2 16 families family NOUN 5q47rn31z3f 2 17 including include VERB 5q47rn31z3f 2 18 antibiotics antibiotic NOUN 5q47rn31z3f 2 19 targets target NOUN 5q47rn31z3f 2 20 ( ( PUNCT 5q47rn31z3f 2 21 enzymes enzyme NOUN 5q47rn31z3f 2 22 ) ) PUNCT 5q47rn31z3f 2 23 , , PUNCT 5q47rn31z3f 2 24 transcription transcription NOUN 5q47rn31z3f 2 25 factors factor NOUN 5q47rn31z3f 2 26 and and CCONJ 5q47rn31z3f 2 27 epigenetic epigenetic ADJ 5q47rn31z3f 2 28 readers reader NOUN 5q47rn31z3f 2 29 . . PUNCT 5q47rn31z3f 3 1 the the DET 5q47rn31z3f 3 2 computational computational ADJ 5q47rn31z3f 3 3 techniques technique NOUN 5q47rn31z3f 3 4 i i PRON 5q47rn31z3f 3 5 have have AUX 5q47rn31z3f 3 6 used use VERB 5q47rn31z3f 3 7 to to PART 5q47rn31z3f 3 8 study study VERB 5q47rn31z3f 3 9 these these DET 5q47rn31z3f 3 10 systems system NOUN 5q47rn31z3f 3 11 are be AUX 5q47rn31z3f 3 12 mainly mainly ADV 5q47rn31z3f 3 13 docking dock VERB 5q47rn31z3f 3 14 , , PUNCT 5q47rn31z3f 3 15 molecular molecular ADJ 5q47rn31z3f 3 16 dynamics dynamic NOUN 5q47rn31z3f 3 17 simulation simulation NOUN 5q47rn31z3f 3 18 , , PUNCT 5q47rn31z3f 3 19 mmgbsa mmgbsa NOUN 5q47rn31z3f 3 20 binding bind VERB 5q47rn31z3f 3 21 free free ADJ 5q47rn31z3f 3 22 energy energy NOUN 5q47rn31z3f 3 23 calculation calculation NOUN 5q47rn31z3f 3 24 and and CCONJ 5q47rn31z3f 3 25 homology homology NOUN 5q47rn31z3f 3 26 modeling modeling NOUN 5q47rn31z3f 3 27 . . PUNCT 5q47rn31z3f 4 1 these these DET 5q47rn31z3f 4 2 techniques technique NOUN 5q47rn31z3f 4 3 are be AUX 5q47rn31z3f 4 4 fast fast ADJ 5q47rn31z3f 4 5 , , PUNCT 5q47rn31z3f 4 6 cost cost VERB 5q47rn31z3f 4 7 efficient efficient ADJ 5q47rn31z3f 4 8 and and CCONJ 5q47rn31z3f 4 9 can can AUX 5q47rn31z3f 4 10 provide provide VERB 5q47rn31z3f 4 11 mechanisms mechanism NOUN 5q47rn31z3f 4 12 of of ADP 5q47rn31z3f 4 13 binding bind VERB 5q47rn31z3f 4 14 . . PUNCT 5q47rn31z3f 5 1 my my PRON 5q47rn31z3f 5 2 major major ADJ 5q47rn31z3f 5 3 project project NOUN 5q47rn31z3f 5 4 is be AUX 5q47rn31z3f 5 5 to to PART 5q47rn31z3f 5 6 develop develop VERB 5q47rn31z3f 5 7 a a DET 5q47rn31z3f 5 8 blueprint blueprint NOUN 5q47rn31z3f 5 9 for for ADP 5q47rn31z3f 5 10 antimicrobial antimicrobial ADJ 5q47rn31z3f 5 11 hit hit NOUN 5q47rn31z3f 5 12 discovery discovery NOUN 5q47rn31z3f 5 13 targeting target VERB 5q47rn31z3f 5 14 metabolic metabolic NOUN 5q47rn31z3f 5 15 networks network NOUN 5q47rn31z3f 5 16 . . PUNCT 5q47rn31z3f 6 1 to to PART 5q47rn31z3f 6 2 illustrate illustrate VERB 5q47rn31z3f 6 3 this this DET 5q47rn31z3f 6 4 methodology methodology NOUN 5q47rn31z3f 6 5 , , PUNCT 5q47rn31z3f 6 6 e. e. PROPN 5q47rn31z3f 6 7 coli coli PROPN 5q47rn31z3f 6 8 & & CCONJ 5q47rn31z3f 6 9 s. s. PROPN 5q47rn31z3f 6 10 aureus aureus PROPN 5q47rn31z3f 6 11 were be AUX 5q47rn31z3f 6 12 used use VERB 5q47rn31z3f 6 13 as as ADP 5q47rn31z3f 6 14 examples example NOUN 5q47rn31z3f 6 15 for for ADP 5q47rn31z3f 6 16 which which PRON 5q47rn31z3f 6 17 multiple multiple ADJ 5q47rn31z3f 6 18 inhibitors inhibitor NOUN 5q47rn31z3f 6 19 have have AUX 5q47rn31z3f 6 20 been be AUX 5q47rn31z3f 6 21 discovered discover VERB 5q47rn31z3f 6 22 . . PUNCT 5q47rn31z3f 7 1 system system NOUN 5q47rn31z3f 7 2 - - PUNCT 5q47rn31z3f 7 3 level level NOUN 5q47rn31z3f 7 4 identification identification NOUN 5q47rn31z3f 7 5 of of ADP 5q47rn31z3f 7 6 drug drug NOUN 5q47rn31z3f 7 7 targets target NOUN 5q47rn31z3f 7 8 was be AUX 5q47rn31z3f 7 9 achieved achieve VERB 5q47rn31z3f 7 10 through through ADP 5q47rn31z3f 7 11 metabolic metabolic ADJ 5q47rn31z3f 7 12 network network NOUN 5q47rn31z3f 7 13 construction construction NOUN 5q47rn31z3f 7 14 of of ADP 5q47rn31z3f 7 15 e. e. PROPN 5q47rn31z3f 7 16 coli coli PROPN 5q47rn31z3f 7 17 & & CCONJ 5q47rn31z3f 7 18 s. s. PROPN 5q47rn31z3f 7 19 aureus aureus PROPN 5q47rn31z3f 7 20 . . PUNCT 5q47rn31z3f 8 1 this this PRON 5q47rn31z3f 8 2 is be AUX 5q47rn31z3f 8 3 followed follow VERB 5q47rn31z3f 8 4 by by ADP 5q47rn31z3f 8 5 atomistic atomistic ADJ 5q47rn31z3f 8 6 modeling modeling NOUN 5q47rn31z3f 8 7 of of ADP 5q47rn31z3f 8 8 small small ADJ 5q47rn31z3f 8 9 molecules molecule NOUN 5q47rn31z3f 8 10 capable capable ADJ 5q47rn31z3f 8 11 of of ADP 5q47rn31z3f 8 12 modulating modulate VERB 5q47rn31z3f 8 13 the the DET 5q47rn31z3f 8 14 targets target NOUN 5q47rn31z3f 8 15 ' ' PART 5q47rn31z3f 8 16 activity activity NOUN 5q47rn31z3f 8 17 and and CCONJ 5q47rn31z3f 8 18 in in ADP 5q47rn31z3f 8 19 vitro vitro X 5q47rn31z3f 8 20 enzyme enzyme NOUN 5q47rn31z3f 8 21 and and CCONJ 5q47rn31z3f 8 22 cell cell NOUN 5q47rn31z3f 8 23 viability viability NOUN 5q47rn31z3f 8 24 assays assay VERB 5q47rn31z3f 8 25 to to PART 5q47rn31z3f 8 26 test test VERB 5q47rn31z3f 8 27 the the DET 5q47rn31z3f 8 28 activities activity NOUN 5q47rn31z3f 8 29 of of ADP 5q47rn31z3f 8 30 the the DET 5q47rn31z3f 8 31 predicted predict VERB 5q47rn31z3f 8 32 inhibitors inhibitor NOUN 5q47rn31z3f 8 33 . . PUNCT 5q47rn31z3f 9 1 this this DET 5q47rn31z3f 9 2 project project NOUN 5q47rn31z3f 9 3 combines combine VERB 5q47rn31z3f 9 4 genome genome NOUN 5q47rn31z3f 9 5 analysis analysis NOUN 5q47rn31z3f 9 6 , , PUNCT 5q47rn31z3f 9 7 network network NOUN 5q47rn31z3f 9 8 biology biology NOUN 5q47rn31z3f 9 9 and and CCONJ 5q47rn31z3f 9 10 computational computational ADJ 5q47rn31z3f 9 11 chemistry chemistry NOUN 5q47rn31z3f 9 12 , , PUNCT 5q47rn31z3f 9 13 which which PRON 5q47rn31z3f 9 14 provides provide VERB 5q47rn31z3f 9 15 a a DET 5q47rn31z3f 9 16 general general ADJ 5q47rn31z3f 9 17 strategy strategy NOUN 5q47rn31z3f 9 18 for for ADP 5q47rn31z3f 9 19 strain strain NOUN 5q47rn31z3f 9 20 - - PUNCT 5q47rn31z3f 9 21 specific specific ADJ 5q47rn31z3f 9 22 anti anti ADJ 5q47rn31z3f 9 23 - - ADJ 5q47rn31z3f 9 24 infective infective ADJ 5q47rn31z3f 9 25 therapy therapy NOUN 5q47rn31z3f 9 26 . . PUNCT 5q47rn31z3f 10 1 my my PRON 5q47rn31z3f 10 2 contribution contribution NOUN 5q47rn31z3f 10 3 to to ADP 5q47rn31z3f 10 4 this this DET 5q47rn31z3f 10 5 project project NOUN 5q47rn31z3f 10 6 includes include VERB 5q47rn31z3f 10 7 both both DET 5q47rn31z3f 10 8 computational computational ADJ 5q47rn31z3f 10 9 prediction prediction NOUN 5q47rn31z3f 10 10 of of ADP 5q47rn31z3f 10 11 potential potential ADJ 5q47rn31z3f 10 12 inhibitors inhibitor NOUN 5q47rn31z3f 10 13 and and CCONJ 5q47rn31z3f 10 14 experimental experimental ADJ 5q47rn31z3f 10 15 validation validation NOUN 5q47rn31z3f 10 16 of of ADP 5q47rn31z3f 10 17 their their PRON 5q47rn31z3f 10 18 activities activity NOUN 5q47rn31z3f 10 19 in in ADP 5q47rn31z3f 10 20 both both PRON 5q47rn31z3f 10 21 in in ADP 5q47rn31z3f 10 22 vitro vitro X 5q47rn31z3f 10 23 and and CCONJ 5q47rn31z3f 10 24 bacterial bacterial ADJ 5q47rn31z3f 10 25 cell cell NOUN 5q47rn31z3f 10 26 viability viability NOUN 5q47rn31z3f 10 27 . . PUNCT 5q47rn31z3f 11 1 my my PRON 5q47rn31z3f 11 2 second second ADJ 5q47rn31z3f 11 3 project project NOUN 5q47rn31z3f 11 4 involves involve VERB 5q47rn31z3f 11 5 designing design VERB 5q47rn31z3f 11 6 peptide peptide NOUN 5q47rn31z3f 11 7 analogs analog NOUN 5q47rn31z3f 11 8 to to PART 5q47rn31z3f 11 9 disrupt disrupt VERB 5q47rn31z3f 11 10 the the DET 5q47rn31z3f 11 11 protein protein NOUN 5q47rn31z3f 11 12 - - PUNCT 5q47rn31z3f 11 13 protein protein NOUN 5q47rn31z3f 11 14 interactions interaction NOUN 5q47rn31z3f 11 15 of of ADP 5q47rn31z3f 11 16 the the DET 5q47rn31z3f 11 17 notch notch ADJ 5q47rn31z3f 11 18 transactivation transactivation NOUN 5q47rn31z3f 11 19 complex complex NOUN 5q47rn31z3f 11 20 , , PUNCT 5q47rn31z3f 11 21 the the DET 5q47rn31z3f 11 22 loose loose ADJ 5q47rn31z3f 11 23 or or CCONJ 5q47rn31z3f 11 24 gain gain VERB 5q47rn31z3f 11 25 - - PUNCT 5q47rn31z3f 11 26 of of ADP 5q47rn31z3f 11 27 - - PUNCT 5q47rn31z3f 11 28 function function NOUN 5q47rn31z3f 11 29 of of ADP 5q47rn31z3f 11 30 mutations mutation NOUN 5q47rn31z3f 11 31 of of ADP 5q47rn31z3f 11 32 which which PRON 5q47rn31z3f 11 33 are be AUX 5q47rn31z3f 11 34 related relate VERB 5q47rn31z3f 11 35 with with ADP 5q47rn31z3f 11 36 various various ADJ 5q47rn31z3f 11 37 diseases disease NOUN 5q47rn31z3f 11 38 , , PUNCT 5q47rn31z3f 11 39 including include VERB 5q47rn31z3f 11 40 cancer cancer NOUN 5q47rn31z3f 11 41 . . PUNCT 5q47rn31z3f 12 1 i i PRON 5q47rn31z3f 12 2 have have AUX 5q47rn31z3f 12 3 identified identify VERB 5q47rn31z3f 12 4 binding binding ADJ 5q47rn31z3f 12 5 hot hot ADJ 5q47rn31z3f 12 6 - - PUNCT 5q47rn31z3f 12 7 spots spot NOUN 5q47rn31z3f 12 8 of of ADP 5q47rn31z3f 12 9 maml maml PROPN 5q47rn31z3f 12 10 & & CCONJ 5q47rn31z3f 12 11 csl csl PROPN 5q47rn31z3f 12 12 / / PROPN 5q47rn31z3f 12 13 ank ank PROPN 5q47rn31z3f 12 14 interface interface NOUN 5q47rn31z3f 12 15 through through ADP 5q47rn31z3f 12 16 mmgbsa mmgbsa NOUN 5q47rn31z3f 12 17 energy energy NOUN 5q47rn31z3f 12 18 decomposition decomposition NOUN 5q47rn31z3f 12 19 . . PUNCT 5q47rn31z3f 13 1 stapled stapled ADJ 5q47rn31z3f 13 2 peptide peptide NOUN 5q47rn31z3f 13 3 analogs analog NOUN 5q47rn31z3f 13 4 of of ADP 5q47rn31z3f 13 5 natural natural ADJ 5q47rn31z3f 13 6 maml maml NOUN 5q47rn31z3f 13 7 are be AUX 5q47rn31z3f 13 8 then then ADV 5q47rn31z3f 13 9 computationally computationally ADV 5q47rn31z3f 13 10 designed design VERB 5q47rn31z3f 13 11 with with ADP 5q47rn31z3f 13 12 mutations mutation NOUN 5q47rn31z3f 13 13 around around ADP 5q47rn31z3f 13 14 the the DET 5q47rn31z3f 13 15 hot hot ADJ 5q47rn31z3f 13 16 - - PUNCT 5q47rn31z3f 13 17 spots spot NOUN 5q47rn31z3f 13 18 to to ADP 5q47rn31z3f 13 19 other other ADJ 5q47rn31z3f 13 20 residues residue NOUN 5q47rn31z3f 13 21 or or CCONJ 5q47rn31z3f 13 22 non non ADJ 5q47rn31z3f 13 23 - - ADJ 5q47rn31z3f 13 24 natural natural ADJ 5q47rn31z3f 13 25 amino amino NOUN 5q47rn31z3f 13 26 acids acid NOUN 5q47rn31z3f 13 27 using use VERB 5q47rn31z3f 13 28 md md PROPN 5q47rn31z3f 13 29 simulations simulation NOUN 5q47rn31z3f 13 30 and and CCONJ 5q47rn31z3f 13 31 mmgbsa mmgbsa NOUN 5q47rn31z3f 13 32 rescoring rescore VERB 5q47rn31z3f 13 33 , , PUNCT 5q47rn31z3f 13 34 which which PRON 5q47rn31z3f 13 35 have have AUX 5q47rn31z3f 13 36 been be AUX 5q47rn31z3f 13 37 subsequently subsequently ADV 5q47rn31z3f 13 38 validated validate VERB 5q47rn31z3f 13 39 experimentally experimentally NOUN 5q47rn31z3f 13 40 by by ADP 5q47rn31z3f 13 41 our our PRON 5q47rn31z3f 13 42 collaborators collaborator NOUN 5q47rn31z3f 13 43 to to PART 5q47rn31z3f 13 44 have have VERB 5q47rn31z3f 13 45 stronger strong ADJ 5q47rn31z3f 13 46 potency potency NOUN 5q47rn31z3f 13 47 . . PUNCT 5q47rn31z3f 14 1 my my PRON 5q47rn31z3f 14 2 third third ADJ 5q47rn31z3f 14 3 project project NOUN 5q47rn31z3f 14 4 is be AUX 5q47rn31z3f 14 5 studying study VERB 5q47rn31z3f 14 6 a a DET 5q47rn31z3f 14 7 small small ADJ 5q47rn31z3f 14 8 molecule molecule NOUN 5q47rn31z3f 14 9 inhibitor inhibitor NOUN 5q47rn31z3f 14 10 ì¢ ì¢ VERB 5q47rn31z3f 14 11 ââ ââ NOUN 5q47rn31z3f 14 12 ' ' PUNCT 5q47rn31z3f 14 13 ( ( PUNCT 5q47rn31z3f 14 14 + + NOUN 5q47rn31z3f 14 15 ) ) PUNCT 5q47rn31z3f 14 16 -jq1 -jq1 PUNCT 5q47rn31z3f 14 17 targeting target VERB 5q47rn31z3f 14 18 bromodomains bromodomain NOUN 5q47rn31z3f 14 19 for for ADP 5q47rn31z3f 14 20 potential potential ADJ 5q47rn31z3f 14 21 cancer cancer NOUN 5q47rn31z3f 14 22 therapy therapy NOUN 5q47rn31z3f 14 23 . . PUNCT 5q47rn31z3f 15 1 using use VERB 5q47rn31z3f 15 2 docking docking NOUN 5q47rn31z3f 15 3 and and CCONJ 5q47rn31z3f 15 4 molecular molecular ADJ 5q47rn31z3f 15 5 dynamics dynamic NOUN 5q47rn31z3f 15 6 simulation simulation NOUN 5q47rn31z3f 15 7 , , PUNCT 5q47rn31z3f 15 8 i i PRON 5q47rn31z3f 15 9 explained explain VERB 5q47rn31z3f 15 10 the the DET 5q47rn31z3f 15 11 selectivity selectivity NOUN 5q47rn31z3f 15 12 of of ADP 5q47rn31z3f 15 13 brd4(1 brd4(1 PROPN 5q47rn31z3f 15 14 ) ) PUNCT 5q47rn31z3f 15 15 over over ADP 5q47rn31z3f 15 16 jq1 jq1 PROPN 5q47rn31z3f 15 17 enantiomers enantiomer NOUN 5q47rn31z3f 15 18 and and CCONJ 5q47rn31z3f 15 19 the the DET 5q47rn31z3f 15 20 different different ADJ 5q47rn31z3f 15 21 binding binding ADJ 5q47rn31z3f 15 22 modes mode NOUN 5q47rn31z3f 15 23 of of ADP 5q47rn31z3f 15 24 brd3(1 brd3(1 NOUN 5q47rn31z3f 15 25 ) ) PUNCT 5q47rn31z3f 15 26 and and CCONJ 5q47rn31z3f 15 27 brd3(2 brd3(2 PROPN 5q47rn31z3f 15 28 ) ) PUNCT 5q47rn31z3f 15 29 with with ADP 5q47rn31z3f 15 30 ( ( PUNCT 5q47rn31z3f 15 31 + + NOUN 5q47rn31z3f 15 32 ) ) PUNCT 5q47rn31z3f 15 33 -jq1 -jq1 NOUN 5q47rn31z3f 15 34 . . PUNCT