id sid tid token lemma pos 5t34sj16b7c 1 1 proteins protein NOUN 5t34sj16b7c 1 2 participate participate VERB 5t34sj16b7c 1 3 in in ADP 5t34sj16b7c 1 4 many many ADJ 5t34sj16b7c 1 5 important important ADJ 5t34sj16b7c 1 6 functions function NOUN 5t34sj16b7c 1 7 in in ADP 5t34sj16b7c 1 8 the the DET 5t34sj16b7c 1 9 cell cell NOUN 5t34sj16b7c 1 10 , , PUNCT 5t34sj16b7c 1 11 from from ADP 5t34sj16b7c 1 12 serving serve VERB 5t34sj16b7c 1 13 as as ADP 5t34sj16b7c 1 14 catalysts catalyst NOUN 5t34sj16b7c 1 15 in in ADP 5t34sj16b7c 1 16 biochemical biochemical ADJ 5t34sj16b7c 1 17 pathways pathway NOUN 5t34sj16b7c 1 18 to to ADP 5t34sj16b7c 1 19 providing provide VERB 5t34sj16b7c 1 20 structural structural ADJ 5t34sj16b7c 1 21 integrity integrity NOUN 5t34sj16b7c 1 22 . . PUNCT 5t34sj16b7c 2 1 to to PART 5t34sj16b7c 2 2 carry carry VERB 5t34sj16b7c 2 3 out out ADP 5t34sj16b7c 2 4 their their PRON 5t34sj16b7c 2 5 functions function NOUN 5t34sj16b7c 2 6 , , PUNCT 5t34sj16b7c 2 7 proteins protein NOUN 5t34sj16b7c 2 8 must must AUX 5t34sj16b7c 2 9 fold fold VERB 5t34sj16b7c 2 10 into into ADP 5t34sj16b7c 2 11 complex complex ADJ 5t34sj16b7c 2 12 , , PUNCT 5t34sj16b7c 2 13 three three NUM 5t34sj16b7c 2 14 - - PUNCT 5t34sj16b7c 2 15 dimensional dimensional ADJ 5t34sj16b7c 2 16 structures structure NOUN 5t34sj16b7c 2 17 . . PUNCT 5t34sj16b7c 3 1 if if SCONJ 5t34sj16b7c 3 2 proteins protein NOUN 5t34sj16b7c 3 3 misfold misfold ADJ 5t34sj16b7c 3 4 or or CCONJ 5t34sj16b7c 3 5 aggregate aggregate NOUN 5t34sj16b7c 3 6 , , PUNCT 5t34sj16b7c 3 7 their their PRON 5t34sj16b7c 3 8 function function NOUN 5t34sj16b7c 3 9 is be AUX 5t34sj16b7c 3 10 impaired impair VERB 5t34sj16b7c 3 11 , , PUNCT 5t34sj16b7c 3 12 which which PRON 5t34sj16b7c 3 13 can can AUX 5t34sj16b7c 3 14 lead lead VERB 5t34sj16b7c 3 15 to to ADP 5t34sj16b7c 3 16 disease disease NOUN 5t34sj16b7c 3 17 , , PUNCT 5t34sj16b7c 3 18 such such ADJ 5t34sj16b7c 3 19 as as ADP 5t34sj16b7c 3 20 alzheimer alzheimer NOUN 5t34sj16b7c 3 21 's 's PART 5t34sj16b7c 3 22 and and CCONJ 5t34sj16b7c 3 23 parkinson parkinson NOUN 5t34sj16b7c 3 24 's 's PART 5t34sj16b7c 3 25 disease disease NOUN 5t34sj16b7c 3 26 . . PUNCT 5t34sj16b7c 4 1 protein protein NOUN 5t34sj16b7c 4 2 folding fold VERB 5t34sj16b7c 4 3 to to ADP 5t34sj16b7c 4 4 the the DET 5t34sj16b7c 4 5 native native ADJ 5t34sj16b7c 4 6 state state NOUN 5t34sj16b7c 4 7 can can AUX 5t34sj16b7c 4 8 be be AUX 5t34sj16b7c 4 9 promoted promote VERB 5t34sj16b7c 4 10 or or CCONJ 5t34sj16b7c 4 11 disrupted disrupt VERB 5t34sj16b7c 4 12 by by ADP 5t34sj16b7c 4 13 both both DET 5t34sj16b7c 4 14 amino amino ADJ 5t34sj16b7c 4 15 acid acid NOUN 5t34sj16b7c 4 16 identity identity NOUN 5t34sj16b7c 4 17 and and CCONJ 5t34sj16b7c 4 18 synonymous synonymous ADJ 5t34sj16b7c 4 19 codon codon NOUN 5t34sj16b7c 4 20 usage usage NOUN 5t34sj16b7c 4 21 . . PUNCT 5t34sj16b7c 5 1 early early ADJ 5t34sj16b7c 5 2 work work NOUN 5t34sj16b7c 5 3 by by ADP 5t34sj16b7c 5 4 christian christian PROPN 5t34sj16b7c 5 5 b. b. PROPN 5t34sj16b7c 5 6 anfinsen anfinsen PROPN 5t34sj16b7c 5 7 showed show VERB 5t34sj16b7c 5 8 that that SCONJ 5t34sj16b7c 5 9 the the DET 5t34sj16b7c 5 10 amino amino NOUN 5t34sj16b7c 5 11 acid acid NOUN 5t34sj16b7c 5 12 identity identity NOUN 5t34sj16b7c 5 13 was be AUX 5t34sj16b7c 5 14 important important ADJ 5t34sj16b7c 5 15 for for ADP 5t34sj16b7c 5 16 directing direct VERB 5t34sj16b7c 5 17 small small ADJ 5t34sj16b7c 5 18 proteins protein NOUN 5t34sj16b7c 5 19 to to ADP 5t34sj16b7c 5 20 their their PRON 5t34sj16b7c 5 21 native native ADJ 5t34sj16b7c 5 22 state state NOUN 5t34sj16b7c 5 23 . . PUNCT 5t34sj16b7c 6 1 however however ADV 5t34sj16b7c 6 2 , , PUNCT 5t34sj16b7c 6 3 the the DET 5t34sj16b7c 6 4 information information NOUN 5t34sj16b7c 6 5 contained contain VERB 5t34sj16b7c 6 6 in in ADP 5t34sj16b7c 6 7 amino amino NOUN 5t34sj16b7c 6 8 acid acid NOUN 5t34sj16b7c 6 9 identity identity NOUN 5t34sj16b7c 6 10 alone alone ADV 5t34sj16b7c 6 11 is be AUX 5t34sj16b7c 6 12 not not PART 5t34sj16b7c 6 13 always always ADV 5t34sj16b7c 6 14 sufficient sufficient ADJ 5t34sj16b7c 6 15 to to PART 5t34sj16b7c 6 16 drive drive VERB 5t34sj16b7c 6 17 larger large ADJ 5t34sj16b7c 6 18 , , PUNCT 5t34sj16b7c 6 19 more more ADV 5t34sj16b7c 6 20 complex complex ADJ 5t34sj16b7c 6 21 proteins protein NOUN 5t34sj16b7c 6 22 to to ADP 5t34sj16b7c 6 23 their their PRON 5t34sj16b7c 6 24 native native ADJ 5t34sj16b7c 6 25 state state NOUN 5t34sj16b7c 6 26 . . PUNCT 5t34sj16b7c 7 1 the the DET 5t34sj16b7c 7 2 inability inability NOUN 5t34sj16b7c 7 3 of of ADP 5t34sj16b7c 7 4 larger large ADJ 5t34sj16b7c 7 5 proteins protein NOUN 5t34sj16b7c 7 6 to to PART 5t34sj16b7c 7 7 refold refold VERB 5t34sj16b7c 7 8 in in ADP 5t34sj16b7c 7 9 vitro vitro X 5t34sj16b7c 7 10 suggests suggest VERB 5t34sj16b7c 7 11 that that SCONJ 5t34sj16b7c 7 12 cellular cellular ADJ 5t34sj16b7c 7 13 context context NOUN 5t34sj16b7c 7 14 is be AUX 5t34sj16b7c 7 15 crucial crucial ADJ 5t34sj16b7c 7 16 for for ADP 5t34sj16b7c 7 17 directing direct VERB 5t34sj16b7c 7 18 proteins protein NOUN 5t34sj16b7c 7 19 to to PART 5t34sj16b7c 7 20 fold fold VERB 5t34sj16b7c 7 21 properly properly ADV 5t34sj16b7c 7 22 . . PUNCT 5t34sj16b7c 8 1 in in ADP 5t34sj16b7c 8 2 vitro vitro X 5t34sj16b7c 8 3 conditions condition NOUN 5t34sj16b7c 8 4 lack lack NOUN 5t34sj16b7c 8 5 chaperones chaperone NOUN 5t34sj16b7c 8 6 , , PUNCT 5t34sj16b7c 8 7 cytoplasmic cytoplasmic ADJ 5t34sj16b7c 8 8 crowding crowding NOUN 5t34sj16b7c 8 9 , , PUNCT 5t34sj16b7c 8 10 and and CCONJ 5t34sj16b7c 8 11 varying vary VERB 5t34sj16b7c 8 12 translation translation NOUN 5t34sj16b7c 8 13 elongation elongation NOUN 5t34sj16b7c 8 14 rates rate NOUN 5t34sj16b7c 8 15 . . PUNCT 5t34sj16b7c 9 1 elongation elongation NOUN 5t34sj16b7c 9 2 rate rate NOUN 5t34sj16b7c 9 3 can can AUX 5t34sj16b7c 9 4 be be AUX 5t34sj16b7c 9 5 modulated modulate VERB 5t34sj16b7c 9 6 by by ADP 5t34sj16b7c 9 7 synonymous synonymous ADJ 5t34sj16b7c 9 8 codons codon NOUN 5t34sj16b7c 9 9 through through ADP 5t34sj16b7c 9 10 their their PRON 5t34sj16b7c 9 11 variable variable ADJ 5t34sj16b7c 9 12 decoding decode VERB 5t34sj16b7c 9 13 rates rate NOUN 5t34sj16b7c 9 14 and and CCONJ 5t34sj16b7c 9 15 can can AUX 5t34sj16b7c 9 16 therefore therefore ADV 5t34sj16b7c 9 17 influence influence VERB 5t34sj16b7c 9 18 the the DET 5t34sj16b7c 9 19 co co ADJ 5t34sj16b7c 9 20 - - ADJ 5t34sj16b7c 9 21 translational translational ADJ 5t34sj16b7c 9 22 folding folding ADJ 5t34sj16b7c 9 23 process process NOUN 5t34sj16b7c 9 24 of of ADP 5t34sj16b7c 9 25 the the DET 5t34sj16b7c 9 26 nascent nascent ADJ 5t34sj16b7c 9 27 protein.progress protein.progress NOUN 5t34sj16b7c 9 28 in in ADP 5t34sj16b7c 9 29 the the DET 5t34sj16b7c 9 30 field field NOUN 5t34sj16b7c 9 31 of of ADP 5t34sj16b7c 9 32 protein protein NOUN 5t34sj16b7c 9 33 folding folding NOUN 5t34sj16b7c 9 34 has have AUX 5t34sj16b7c 9 35 included include VERB 5t34sj16b7c 9 36 the the DET 5t34sj16b7c 9 37 understanding understanding NOUN 5t34sj16b7c 9 38 that that SCONJ 5t34sj16b7c 9 39 a a DET 5t34sj16b7c 9 40 sequence sequence NOUN 5t34sj16b7c 9 41 containing contain VERB 5t34sj16b7c 9 42 more more ADV 5t34sj16b7c 9 43 rare rare ADJ 5t34sj16b7c 9 44 codon codon NOUN 5t34sj16b7c 9 45 substitutions substitution NOUN 5t34sj16b7c 9 46 is be AUX 5t34sj16b7c 9 47 more more ADV 5t34sj16b7c 9 48 likely likely ADJ 5t34sj16b7c 9 49 to to PART 5t34sj16b7c 9 50 misfold misfold ADJ 5t34sj16b7c 9 51 , , PUNCT 5t34sj16b7c 9 52 and and CCONJ 5t34sj16b7c 9 53 that that SCONJ 5t34sj16b7c 9 54 exchanging exchange VERB 5t34sj16b7c 9 55 hydrophobic hydrophobic NOUN 5t34sj16b7c 9 56 amino amino NOUN 5t34sj16b7c 9 57 acids acid NOUN 5t34sj16b7c 9 58 with with ADP 5t34sj16b7c 9 59 polar polar ADJ 5t34sj16b7c 9 60 ones one NOUN 5t34sj16b7c 9 61 is be AUX 5t34sj16b7c 9 62 likely likely ADJ 5t34sj16b7c 9 63 to to PART 5t34sj16b7c 9 64 significantly significantly ADV 5t34sj16b7c 9 65 disrupt disrupt VERB 5t34sj16b7c 9 66 folding fold VERB 5t34sj16b7c 9 67 . . PUNCT 5t34sj16b7c 10 1 despite despite SCONJ 5t34sj16b7c 10 2 these these DET 5t34sj16b7c 10 3 significant significant ADJ 5t34sj16b7c 10 4 advances advance NOUN 5t34sj16b7c 10 5 , , PUNCT 5t34sj16b7c 10 6 we we PRON 5t34sj16b7c 10 7 are be AUX 5t34sj16b7c 10 8 still still ADV 5t34sj16b7c 10 9 unable unable ADJ 5t34sj16b7c 10 10 to to PART 5t34sj16b7c 10 11 build build VERB 5t34sj16b7c 10 12 predictive predictive ADJ 5t34sj16b7c 10 13 tools tool NOUN 5t34sj16b7c 10 14 for for ADP 5t34sj16b7c 10 15 protein protein NOUN 5t34sj16b7c 10 16 folding fold VERB 5t34sj16b7c 10 17 . . PUNCT 5t34sj16b7c 11 1 one one NUM 5t34sj16b7c 11 2 way way NOUN 5t34sj16b7c 11 3 to to PART 5t34sj16b7c 11 4 build build VERB 5t34sj16b7c 11 5 a a DET 5t34sj16b7c 11 6 reliable reliable ADJ 5t34sj16b7c 11 7 predictive predictive ADJ 5t34sj16b7c 11 8 tool tool NOUN 5t34sj16b7c 11 9 for for ADP 5t34sj16b7c 11 10 protein protein NOUN 5t34sj16b7c 11 11 folding fold VERB 5t34sj16b7c 11 12 is be AUX 5t34sj16b7c 11 13 to to PART 5t34sj16b7c 11 14 couple couple VERB 5t34sj16b7c 11 15 large large ADJ 5t34sj16b7c 11 16 experimental experimental ADJ 5t34sj16b7c 11 17 datasets dataset NOUN 5t34sj16b7c 11 18 with with ADP 5t34sj16b7c 11 19 machine machine NOUN 5t34sj16b7c 11 20 - - PUNCT 5t34sj16b7c 11 21 learning learning NOUN 5t34sj16b7c 11 22 , , PUNCT 5t34sj16b7c 11 23 but but CCONJ 5t34sj16b7c 11 24 this this PRON 5t34sj16b7c 11 25 has have AUX 5t34sj16b7c 11 26 been be AUX 5t34sj16b7c 11 27 difficult difficult ADJ 5t34sj16b7c 11 28 to to PART 5t34sj16b7c 11 29 accomplish accomplish VERB 5t34sj16b7c 11 30 due due ADP 5t34sj16b7c 11 31 to to ADP 5t34sj16b7c 11 32 a a DET 5t34sj16b7c 11 33 lack lack NOUN 5t34sj16b7c 11 34 of of ADP 5t34sj16b7c 11 35 tools tool NOUN 5t34sj16b7c 11 36 that that PRON 5t34sj16b7c 11 37 can can AUX 5t34sj16b7c 11 38 map map VERB 5t34sj16b7c 11 39 thousands thousand NOUN 5t34sj16b7c 11 40 of of ADP 5t34sj16b7c 11 41 protein protein NOUN 5t34sj16b7c 11 42 sequences sequence NOUN 5t34sj16b7c 11 43 to to ADP 5t34sj16b7c 11 44 a a DET 5t34sj16b7c 11 45 folding fold VERB 5t34sj16b7c 11 46 outcome outcome NOUN 5t34sj16b7c 11 47 in in ADP 5t34sj16b7c 11 48 the the DET 5t34sj16b7c 11 49 cellular cellular ADJ 5t34sj16b7c 11 50 environment environment NOUN 5t34sj16b7c 11 51 . . PUNCT 5t34sj16b7c 12 1 additionally additionally ADV 5t34sj16b7c 12 2 , , PUNCT 5t34sj16b7c 12 3 synonymous synonymous ADJ 5t34sj16b7c 12 4 codons codon NOUN 5t34sj16b7c 12 5 are be AUX 5t34sj16b7c 12 6 known know VERB 5t34sj16b7c 12 7 to to PART 5t34sj16b7c 12 8 participate participate VERB 5t34sj16b7c 12 9 in in ADP 5t34sj16b7c 12 10 many many ADJ 5t34sj16b7c 12 11 aspects aspect NOUN 5t34sj16b7c 12 12 of of ADP 5t34sj16b7c 12 13 functional functional ADJ 5t34sj16b7c 12 14 protein protein NOUN 5t34sj16b7c 12 15 production production NOUN 5t34sj16b7c 12 16 and and CCONJ 5t34sj16b7c 12 17 disentangling disentangle VERB 5t34sj16b7c 12 18 the the DET 5t34sj16b7c 12 19 impact impact NOUN 5t34sj16b7c 12 20 of of ADP 5t34sj16b7c 12 21 synonymous synonymous ADJ 5t34sj16b7c 12 22 codons codon NOUN 5t34sj16b7c 12 23 on on ADP 5t34sj16b7c 12 24 folding fold VERB 5t34sj16b7c 12 25 from from ADP 5t34sj16b7c 12 26 their their PRON 5t34sj16b7c 12 27 other other ADJ 5t34sj16b7c 12 28 effects effect NOUN 5t34sj16b7c 12 29 in in ADP 5t34sj16b7c 12 30 the the DET 5t34sj16b7c 12 31 cell cell NOUN 5t34sj16b7c 12 32 has have AUX 5t34sj16b7c 12 33 proven prove VERB 5t34sj16b7c 12 34 challenging challenging ADJ 5t34sj16b7c 12 35 , , PUNCT 5t34sj16b7c 12 36 in in ADP 5t34sj16b7c 12 37 large large ADJ 5t34sj16b7c 12 38 part part NOUN 5t34sj16b7c 12 39 due due ADP 5t34sj16b7c 12 40 to to ADP 5t34sj16b7c 12 41 a a DET 5t34sj16b7c 12 42 lack lack NOUN 5t34sj16b7c 12 43 of of ADP 5t34sj16b7c 12 44 folding fold VERB 5t34sj16b7c 12 45 models.in models.in NUM 5t34sj16b7c 12 46 chapter chapter NOUN 5t34sj16b7c 12 47 2 2 NUM 5t34sj16b7c 12 48 , , PUNCT 5t34sj16b7c 12 49 i i PRON 5t34sj16b7c 12 50 describe describe VERB 5t34sj16b7c 12 51 my my PRON 5t34sj16b7c 12 52 use use NOUN 5t34sj16b7c 12 53 of of ADP 5t34sj16b7c 12 54 the the DET 5t34sj16b7c 12 55 previously previously ADV 5t34sj16b7c 12 56 established establish VERB 5t34sj16b7c 12 57 synonymous synonymous ADJ 5t34sj16b7c 12 58 codon codon NOUN 5t34sj16b7c 12 59 folding folding NOUN 5t34sj16b7c 12 60 model model NOUN 5t34sj16b7c 12 61 chloramphenicol chloramphenicol NOUN 5t34sj16b7c 12 62 acetyltransferase acetyltransferase PROPN 5t34sj16b7c 12 63 iii iii PROPN 5t34sj16b7c 12 64 ( ( PUNCT 5t34sj16b7c 12 65 cat cat NOUN 5t34sj16b7c 12 66 ) ) PUNCT 5t34sj16b7c 12 67 to to PART 5t34sj16b7c 12 68 probe probe VERB 5t34sj16b7c 12 69 synonymous synonymous ADJ 5t34sj16b7c 12 70 codon codon NOUN 5t34sj16b7c 12 71 effects effect NOUN 5t34sj16b7c 12 72 on on ADP 5t34sj16b7c 12 73 functional functional ADJ 5t34sj16b7c 12 74 protein protein NOUN 5t34sj16b7c 12 75 production production NOUN 5t34sj16b7c 12 76 in in ADP 5t34sj16b7c 12 77 e. e. PROPN 5t34sj16b7c 12 78 coli coli PROPN 5t34sj16b7c 12 79 . . PUNCT 5t34sj16b7c 13 1 we we PRON 5t34sj16b7c 13 2 define define VERB 5t34sj16b7c 13 3 functional functional ADJ 5t34sj16b7c 13 4 protein protein NOUN 5t34sj16b7c 13 5 production production NOUN 5t34sj16b7c 13 6 as as ADP 5t34sj16b7c 13 7 the the DET 5t34sj16b7c 13 8 net net ADJ 5t34sj16b7c 13 9 effect effect NOUN 5t34sj16b7c 13 10 of of ADP 5t34sj16b7c 13 11 transcription transcription NOUN 5t34sj16b7c 13 12 ( ( PUNCT 5t34sj16b7c 13 13 mrna mrna PROPN 5t34sj16b7c 13 14 synthesis synthesis NOUN 5t34sj16b7c 13 15 ) ) PUNCT 5t34sj16b7c 13 16 , , PUNCT 5t34sj16b7c 13 17 mrna mrna PROPN 5t34sj16b7c 13 18 half half ADJ 5t34sj16b7c 13 19 - - PUNCT 5t34sj16b7c 13 20 life life NOUN 5t34sj16b7c 13 21 , , PUNCT 5t34sj16b7c 13 22 translation translation NOUN 5t34sj16b7c 13 23 ( ( PUNCT 5t34sj16b7c 13 24 protein protein NOUN 5t34sj16b7c 13 25 synthesis synthesis NOUN 5t34sj16b7c 13 26 ) ) PUNCT 5t34sj16b7c 13 27 and and CCONJ 5t34sj16b7c 13 28 the the DET 5t34sj16b7c 13 29 probability probability NOUN 5t34sj16b7c 13 30 of of ADP 5t34sj16b7c 13 31 a a DET 5t34sj16b7c 13 32 protein protein NOUN 5t34sj16b7c 13 33 folding fold VERB 5t34sj16b7c 13 34 correctly correctly ADV 5t34sj16b7c 13 35 to to ADP 5t34sj16b7c 13 36 its its PRON 5t34sj16b7c 13 37 active active ADJ 5t34sj16b7c 13 38 , , PUNCT 5t34sj16b7c 13 39 functional functional ADJ 5t34sj16b7c 13 40 structure structure NOUN 5t34sj16b7c 13 41 . . PUNCT 5t34sj16b7c 14 1 although although SCONJ 5t34sj16b7c 14 2 many many ADJ 5t34sj16b7c 14 3 synonymous synonymous ADJ 5t34sj16b7c 14 4 codon codon NOUN 5t34sj16b7c 14 5 substitutions substitution NOUN 5t34sj16b7c 14 6 did do AUX 5t34sj16b7c 14 7 not not PART 5t34sj16b7c 14 8 significantly significantly ADV 5t34sj16b7c 14 9 disrupt disrupt VERB 5t34sj16b7c 14 10 cat cat NOUN 5t34sj16b7c 14 11 protein protein NOUN 5t34sj16b7c 14 12 folding fold VERB 5t34sj16b7c 14 13 in in ADP 5t34sj16b7c 14 14 vivo vivo PROPN 5t34sj16b7c 14 15 , , PUNCT 5t34sj16b7c 14 16 i i PRON 5t34sj16b7c 14 17 discovered discover VERB 5t34sj16b7c 14 18 a a DET 5t34sj16b7c 14 19 novel novel ADJ 5t34sj16b7c 14 20 role role NOUN 5t34sj16b7c 14 21 of of ADP 5t34sj16b7c 14 22 synonymous synonymous ADJ 5t34sj16b7c 14 23 codons codon NOUN 5t34sj16b7c 14 24 in in ADP 5t34sj16b7c 14 25 functional functional ADJ 5t34sj16b7c 14 26 protein protein NOUN 5t34sj16b7c 14 27 production production NOUN 5t34sj16b7c 14 28 . . PUNCT 5t34sj16b7c 15 1 specifically specifically ADV 5t34sj16b7c 15 2 , , PUNCT 5t34sj16b7c 15 3 synonymous synonymous ADJ 5t34sj16b7c 15 4 codon codon NOUN 5t34sj16b7c 15 5 substitutions substitution NOUN 5t34sj16b7c 15 6 in in ADP 5t34sj16b7c 15 7 the the DET 5t34sj16b7c 15 8 cat cat NOUN 5t34sj16b7c 15 9 gene gene NOUN 5t34sj16b7c 15 10 upregulated upregulate VERB 5t34sj16b7c 15 11 the the DET 5t34sj16b7c 15 12 basal basal ADJ 5t34sj16b7c 15 13 expression expression NOUN 5t34sj16b7c 15 14 levels level NOUN 5t34sj16b7c 15 15 of of ADP 5t34sj16b7c 15 16 an an DET 5t34sj16b7c 15 17 upstream upstream ADJ 5t34sj16b7c 15 18 gene gene NOUN 5t34sj16b7c 15 19 which which PRON 5t34sj16b7c 15 20 shares share VERB 5t34sj16b7c 15 21 a a DET 5t34sj16b7c 15 22 promoter promoter NOUN 5t34sj16b7c 15 23 with with ADP 5t34sj16b7c 15 24 cat cat NOUN 5t34sj16b7c 15 25 ( ( PUNCT 5t34sj16b7c 15 26 known know VERB 5t34sj16b7c 15 27 as as ADP 5t34sj16b7c 15 28 an an DET 5t34sj16b7c 15 29 overlapping overlapping ADJ 5t34sj16b7c 15 30 , , PUNCT 5t34sj16b7c 15 31 divergent divergent ADJ 5t34sj16b7c 15 32 promoter promoter NOUN 5t34sj16b7c 15 33 , , PUNCT 5t34sj16b7c 15 34 odp odp PROPN 5t34sj16b7c 15 35 ) ) PUNCT 5t34sj16b7c 15 36 . . PUNCT 5t34sj16b7c 16 1 the the DET 5t34sj16b7c 16 2 upregulation upregulation NOUN 5t34sj16b7c 16 3 of of ADP 5t34sj16b7c 16 4 the the DET 5t34sj16b7c 16 5 neighboring neighboring NOUN 5t34sj16b7c 16 6 gene gene NOUN 5t34sj16b7c 16 7 , , PUNCT 5t34sj16b7c 16 8 tetr tetr PROPN 5t34sj16b7c 16 9 , , PUNCT 5t34sj16b7c 16 10 which which PRON 5t34sj16b7c 16 11 is be AUX 5t34sj16b7c 16 12 a a DET 5t34sj16b7c 16 13 transcription transcription NOUN 5t34sj16b7c 16 14 factor factor NOUN 5t34sj16b7c 16 15 that that PRON 5t34sj16b7c 16 16 binds bind VERB 5t34sj16b7c 16 17 to to ADP 5t34sj16b7c 16 18 the the DET 5t34sj16b7c 16 19 shared share VERB 5t34sj16b7c 16 20 promoter promoter NOUN 5t34sj16b7c 16 21 region region NOUN 5t34sj16b7c 16 22 , , PUNCT 5t34sj16b7c 16 23 repressed repress VERB 5t34sj16b7c 16 24 expression expression NOUN 5t34sj16b7c 16 25 of of ADP 5t34sj16b7c 16 26 several several ADJ 5t34sj16b7c 16 27 synonymous synonymous ADJ 5t34sj16b7c 16 28 cat cat NOUN 5t34sj16b7c 16 29 mutants mutant NOUN 5t34sj16b7c 16 30 . . PUNCT 5t34sj16b7c 17 1 increased increase VERB 5t34sj16b7c 17 2 repression repression NOUN 5t34sj16b7c 17 3 by by ADP 5t34sj16b7c 17 4 tetr tetr PROPN 5t34sj16b7c 17 5 resulted result VERB 5t34sj16b7c 17 6 in in ADP 5t34sj16b7c 17 7 decreased decrease VERB 5t34sj16b7c 17 8 accumulation accumulation NOUN 5t34sj16b7c 17 9 of of ADP 5t34sj16b7c 17 10 cat cat NOUN 5t34sj16b7c 17 11 which which PRON 5t34sj16b7c 17 12 resulted result VERB 5t34sj16b7c 17 13 in in ADP 5t34sj16b7c 17 14 decreased decrease VERB 5t34sj16b7c 17 15 e. e. PROPN 5t34sj16b7c 17 16 coli coli PROPN 5t34sj16b7c 17 17 fitness fitness NOUN 5t34sj16b7c 17 18 when when SCONJ 5t34sj16b7c 17 19 cells cell NOUN 5t34sj16b7c 17 20 were be AUX 5t34sj16b7c 17 21 challenged challenge VERB 5t34sj16b7c 17 22 with with ADP 5t34sj16b7c 17 23 the the DET 5t34sj16b7c 17 24 antibiotic antibiotic ADJ 5t34sj16b7c 17 25 cam cam NOUN 5t34sj16b7c 17 26 , , PUNCT 5t34sj16b7c 17 27 due due ADP 5t34sj16b7c 17 28 to to ADP 5t34sj16b7c 17 29 insufficient insufficient ADJ 5t34sj16b7c 17 30 accumulation accumulation NOUN 5t34sj16b7c 17 31 of of ADP 5t34sj16b7c 17 32 cat cat NOUN 5t34sj16b7c 17 33 to to PART 5t34sj16b7c 17 34 fight fight VERB 5t34sj16b7c 17 35 off off ADP 5t34sj16b7c 17 36 the the DET 5t34sj16b7c 17 37 antibiotic antibiotic NOUN 5t34sj16b7c 17 38 . . PUNCT 5t34sj16b7c 18 1 this this PRON 5t34sj16b7c 18 2 is be AUX 5t34sj16b7c 18 3 a a DET 5t34sj16b7c 18 4 significant significant ADJ 5t34sj16b7c 18 5 finding finding NOUN 5t34sj16b7c 18 6 given give VERB 5t34sj16b7c 18 7 that that SCONJ 5t34sj16b7c 18 8 ( ( PUNCT 5t34sj16b7c 18 9 1 1 NUM 5t34sj16b7c 18 10 ) ) PUNCT 5t34sj16b7c 18 11 odp odp PROPN 5t34sj16b7c 18 12 's 's PART 5t34sj16b7c 18 13 are be AUX 5t34sj16b7c 18 14 widespread widespread ADJ 5t34sj16b7c 18 15 in in ADP 5t34sj16b7c 18 16 e. e. PROPN 5t34sj16b7c 18 17 coli coli PROPN 5t34sj16b7c 18 18 , , PUNCT 5t34sj16b7c 18 19 which which PRON 5t34sj16b7c 18 20 means mean VERB 5t34sj16b7c 18 21 this this DET 5t34sj16b7c 18 22 form form NOUN 5t34sj16b7c 18 23 of of ADP 5t34sj16b7c 18 24 regulation regulation NOUN 5t34sj16b7c 18 25 may may AUX 5t34sj16b7c 18 26 be be AUX 5t34sj16b7c 18 27 pervasive pervasive ADJ 5t34sj16b7c 18 28 and and CCONJ 5t34sj16b7c 18 29 ( ( PUNCT 5t34sj16b7c 18 30 2 2 X 5t34sj16b7c 18 31 ) ) PUNCT 5t34sj16b7c 18 32 synonymous synonymous ADJ 5t34sj16b7c 18 33 codons codon NOUN 5t34sj16b7c 18 34 may may AUX 5t34sj16b7c 18 35 be be AUX 5t34sj16b7c 18 36 under under ADP 5t34sj16b7c 18 37 an an DET 5t34sj16b7c 18 38 additional additional ADJ 5t34sj16b7c 18 39 , , PUNCT 5t34sj16b7c 18 40 previously previously ADV 5t34sj16b7c 18 41 unrecognized unrecognized ADJ 5t34sj16b7c 18 42 selective selective ADJ 5t34sj16b7c 18 43 pressure pressure NOUN 5t34sj16b7c 18 44 to to PART 5t34sj16b7c 18 45 regulate regulate VERB 5t34sj16b7c 18 46 expression expression NOUN 5t34sj16b7c 18 47 of of ADP 5t34sj16b7c 18 48 neighboring neighbor VERB 5t34sj16b7c 18 49 genes.in genes.in NUM 5t34sj16b7c 18 50 chapter chapter NOUN 5t34sj16b7c 18 51 3 3 NUM 5t34sj16b7c 18 52 , , PUNCT 5t34sj16b7c 18 53 i i PRON 5t34sj16b7c 18 54 describe describe VERB 5t34sj16b7c 18 55 the the DET 5t34sj16b7c 18 56 development development NOUN 5t34sj16b7c 18 57 of of ADP 5t34sj16b7c 18 58 a a DET 5t34sj16b7c 18 59 protein protein NOUN 5t34sj16b7c 18 60 folding fold VERB 5t34sj16b7c 18 61 screening screening NOUN 5t34sj16b7c 18 62 tool tool NOUN 5t34sj16b7c 18 63 ( ( PUNCT 5t34sj16b7c 18 64 folding fold VERB 5t34sj16b7c 18 65 reporter reporter NOUN 5t34sj16b7c 18 66 ) ) PUNCT 5t34sj16b7c 18 67 that that PRON 5t34sj16b7c 18 68 can can AUX 5t34sj16b7c 18 69 capture capture VERB 5t34sj16b7c 18 70 changes change NOUN 5t34sj16b7c 18 71 to to ADP 5t34sj16b7c 18 72 folding fold VERB 5t34sj16b7c 18 73 upon upon ADP 5t34sj16b7c 18 74 amino amino NOUN 5t34sj16b7c 18 75 acid acid NOUN 5t34sj16b7c 18 76 mutations mutation NOUN 5t34sj16b7c 18 77 in in ADP 5t34sj16b7c 18 78 the the DET 5t34sj16b7c 18 79 context context NOUN 5t34sj16b7c 18 80 of of ADP 5t34sj16b7c 18 81 the the DET 5t34sj16b7c 18 82 cellular cellular ADJ 5t34sj16b7c 18 83 environment environment NOUN 5t34sj16b7c 18 84 . . PUNCT 5t34sj16b7c 19 1 this this DET 5t34sj16b7c 19 2 screening screening NOUN 5t34sj16b7c 19 3 tool tool NOUN 5t34sj16b7c 19 4 enables enable VERB 5t34sj16b7c 19 5 the the DET 5t34sj16b7c 19 6 rapid rapid ADJ 5t34sj16b7c 19 7 screening screening NOUN 5t34sj16b7c 19 8 of of ADP 5t34sj16b7c 19 9 many many ADJ 5t34sj16b7c 19 10 mutants mutant NOUN 5t34sj16b7c 19 11 at at ADP 5t34sj16b7c 19 12 once once ADV 5t34sj16b7c 19 13 for for ADP 5t34sj16b7c 19 14 folding fold VERB 5t34sj16b7c 19 15 perturbations perturbation NOUN 5t34sj16b7c 19 16 . . PUNCT 5t34sj16b7c 20 1 rapid rapid ADJ 5t34sj16b7c 20 2 in in ADP 5t34sj16b7c 20 3 vivo vivo NOUN 5t34sj16b7c 20 4 screening screening NOUN 5t34sj16b7c 20 5 is be AUX 5t34sj16b7c 20 6 necessary necessary ADJ 5t34sj16b7c 20 7 for for ADP 5t34sj16b7c 20 8 mapping map VERB 5t34sj16b7c 20 9 folding fold VERB 5t34sj16b7c 20 10 information information NOUN 5t34sj16b7c 20 11 to to ADP 5t34sj16b7c 20 12 amino amino NOUN 5t34sj16b7c 20 13 acid acid NOUN 5t34sj16b7c 20 14 sequence sequence NOUN 5t34sj16b7c 20 15 to to PART 5t34sj16b7c 20 16 couple couple VERB 5t34sj16b7c 20 17 with with ADP 5t34sj16b7c 20 18 machine machine NOUN 5t34sj16b7c 20 19 - - PUNCT 5t34sj16b7c 20 20 learning learning NOUN 5t34sj16b7c 20 21 and and CCONJ 5t34sj16b7c 20 22 for for ADP 5t34sj16b7c 20 23 building build VERB 5t34sj16b7c 20 24 predictive predictive ADJ 5t34sj16b7c 20 25 tools tool NOUN 5t34sj16b7c 20 26 that that PRON 5t34sj16b7c 20 27 can can AUX 5t34sj16b7c 20 28 determine determine VERB 5t34sj16b7c 20 29 if if SCONJ 5t34sj16b7c 20 30 a a DET 5t34sj16b7c 20 31 protein protein NOUN 5t34sj16b7c 20 32 is be AUX 5t34sj16b7c 20 33 likely likely ADJ 5t34sj16b7c 20 34 to to PART 5t34sj16b7c 20 35 fold fold VERB 5t34sj16b7c 20 36 to to ADP 5t34sj16b7c 20 37 its its PRON 5t34sj16b7c 20 38 native native ADJ 5t34sj16b7c 20 39 state state NOUN 5t34sj16b7c 20 40 from from ADP 5t34sj16b7c 20 41 amino amino ADJ 5t34sj16b7c 20 42 acid acid NOUN 5t34sj16b7c 20 43 sequence sequence NOUN 5t34sj16b7c 20 44 alone alone ADV 5t34sj16b7c 20 45 . . PUNCT 5t34sj16b7c 21 1 an an DET 5t34sj16b7c 21 2 additional additional ADJ 5t34sj16b7c 21 3 promising promising ADJ 5t34sj16b7c 21 4 application application NOUN 5t34sj16b7c 21 5 of of ADP 5t34sj16b7c 21 6 the the DET 5t34sj16b7c 21 7 folding fold VERB 5t34sj16b7c 21 8 reporter reporter NOUN 5t34sj16b7c 21 9 is be AUX 5t34sj16b7c 21 10 to to PART 5t34sj16b7c 21 11 use use VERB 5t34sj16b7c 21 12 it it PRON 5t34sj16b7c 21 13 as as ADP 5t34sj16b7c 21 14 a a DET 5t34sj16b7c 21 15 discovery discovery NOUN 5t34sj16b7c 21 16 tool tool NOUN 5t34sj16b7c 21 17 for for ADP 5t34sj16b7c 21 18 synonymous synonymous ADJ 5t34sj16b7c 21 19 codon codon NOUN 5t34sj16b7c 21 20 folding folding NOUN 5t34sj16b7c 21 21 models model NOUN 5t34sj16b7c 21 22 to to PART 5t34sj16b7c 21 23 study study VERB 5t34sj16b7c 21 24 synonymous synonymous ADJ 5t34sj16b7c 21 25 codon codon NOUN 5t34sj16b7c 21 26 effects effect NOUN 5t34sj16b7c 21 27 experimentally experimentally ADV 5t34sj16b7c 21 28 . . PUNCT 5t34sj16b7c 22 1 having have VERB 5t34sj16b7c 22 2 the the DET 5t34sj16b7c 22 3 capability capability NOUN 5t34sj16b7c 22 4 to to PART 5t34sj16b7c 22 5 rapidly rapidly ADV 5t34sj16b7c 22 6 measure measure VERB 5t34sj16b7c 22 7 protein protein NOUN 5t34sj16b7c 22 8 folding fold VERB 5t34sj16b7c 22 9 perturbations perturbation NOUN 5t34sj16b7c 22 10 in in ADP 5t34sj16b7c 22 11 the the DET 5t34sj16b7c 22 12 cell cell NOUN 5t34sj16b7c 22 13 will will AUX 5t34sj16b7c 22 14 significantly significantly ADV 5t34sj16b7c 22 15 expand expand VERB 5t34sj16b7c 22 16 our our PRON 5t34sj16b7c 22 17 understanding understanding NOUN 5t34sj16b7c 22 18 of of ADP 5t34sj16b7c 22 19 protein protein NOUN 5t34sj16b7c 22 20 folding fold VERB 5t34sj16b7c 22 21 by by ADP 5t34sj16b7c 22 22 providing provide VERB 5t34sj16b7c 22 23 large large ADJ 5t34sj16b7c 22 24 amounts amount NOUN 5t34sj16b7c 22 25 of of ADP 5t34sj16b7c 22 26 in in ADP 5t34sj16b7c 22 27 vivo vivo ADJ 5t34sj16b7c 22 28 relevant relevant ADJ 5t34sj16b7c 22 29 data datum NOUN 5t34sj16b7c 22 30 that that PRON 5t34sj16b7c 22 31 can can AUX 5t34sj16b7c 22 32 be be AUX 5t34sj16b7c 22 33 used use VERB 5t34sj16b7c 22 34 to to PART 5t34sj16b7c 22 35 predict predict VERB 5t34sj16b7c 22 36 folding fold VERB 5t34sj16b7c 22 37 outcomes outcome NOUN 5t34sj16b7c 22 38 and and CCONJ 5t34sj16b7c 22 39 to to PART 5t34sj16b7c 22 40 identify identify VERB 5t34sj16b7c 22 41 new new ADJ 5t34sj16b7c 22 42 folding fold VERB 5t34sj16b7c 22 43 models model NOUN 5t34sj16b7c 22 44 . . PUNCT