id sid tid token lemma pos k0698625s02 1 1 living living NOUN k0698625s02 1 2 organisms organism NOUN k0698625s02 1 3 are be AUX k0698625s02 1 4 driven drive VERB k0698625s02 1 5 by by ADP k0698625s02 1 6 molecular molecular ADJ k0698625s02 1 7 machines machine NOUN k0698625s02 1 8 called call VERB k0698625s02 1 9 proteins protein NOUN k0698625s02 1 10 . . PUNCT k0698625s02 2 1 to to PART k0698625s02 2 2 understand understand VERB k0698625s02 2 3 the the DET k0698625s02 2 4 molecular molecular ADJ k0698625s02 2 5 mechanisms mechanism NOUN k0698625s02 2 6 of of ADP k0698625s02 2 7 the the DET k0698625s02 2 8 cell cell NOUN k0698625s02 2 9 , , PUNCT k0698625s02 2 10 it it PRON k0698625s02 2 11 is be AUX k0698625s02 2 12 not not PART k0698625s02 2 13 enough enough ADJ k0698625s02 2 14 to to PART k0698625s02 2 15 understand understand VERB k0698625s02 2 16 individual individual ADJ k0698625s02 2 17 properties property NOUN k0698625s02 2 18 and and CCONJ k0698625s02 2 19 functions function NOUN k0698625s02 2 20 of of ADP k0698625s02 2 21 proteins protein NOUN k0698625s02 2 22 but but CCONJ k0698625s02 2 23 rather rather ADV k0698625s02 2 24 uncover uncover VERB k0698625s02 2 25 the the DET k0698625s02 2 26 interactions interaction NOUN k0698625s02 2 27 between between ADP k0698625s02 2 28 these these DET k0698625s02 2 29 molecules molecule NOUN k0698625s02 2 30 . . PUNCT k0698625s02 3 1 this this DET k0698625s02 3 2 work work NOUN k0698625s02 3 3 presents present VERB k0698625s02 3 4 a a DET k0698625s02 3 5 multiscale multiscale ADJ k0698625s02 3 6 approach approach NOUN k0698625s02 3 7 to to PART k0698625s02 3 8 study study VERB k0698625s02 3 9 protein protein NOUN k0698625s02 3 10 networks network NOUN k0698625s02 3 11 . . PUNCT k0698625s02 4 1 the the DET k0698625s02 4 2 top top ADJ k0698625s02 4 3 scale scale NOUN k0698625s02 4 4 introduces introduce VERB k0698625s02 4 5 an an DET k0698625s02 4 6 algorithm algorithm NOUN k0698625s02 4 7 for for ADP k0698625s02 4 8 protein protein NOUN k0698625s02 4 9 and and CCONJ k0698625s02 4 10 domain domain NOUN k0698625s02 4 11 physical physical ADJ k0698625s02 4 12 interaction interaction NOUN k0698625s02 4 13 estimation estimation NOUN k0698625s02 4 14 . . PUNCT k0698625s02 5 1 this this DET k0698625s02 5 2 algorithm algorithm PROPN k0698625s02 5 3 is be AUX k0698625s02 5 4 validated validate VERB k0698625s02 5 5 in in ADP k0698625s02 5 6 the the DET k0698625s02 5 7 model model NOUN k0698625s02 5 8 organism organism NOUN k0698625s02 5 9 s. s. NOUN k0698625s02 5 10 cerevisiae cerevisiae NOUN k0698625s02 5 11 and and CCONJ k0698625s02 5 12 applied apply VERB k0698625s02 5 13 to to ADP k0698625s02 5 14 the the DET k0698625s02 5 15 soil soil NOUN k0698625s02 5 16 bacterium bacterium NOUN k0698625s02 5 17 m. m. NOUN k0698625s02 5 18 xanthus xanthus PROPN k0698625s02 5 19 . . PUNCT k0698625s02 6 1 interactions interaction NOUN k0698625s02 6 2 are be AUX k0698625s02 6 3 predicted predict VERB k0698625s02 6 4 in in ADP k0698625s02 6 5 the the DET k0698625s02 6 6 reversal reversal NOUN k0698625s02 6 7 mechanism mechanism NOUN k0698625s02 6 8 of of ADP k0698625s02 6 9 this this DET k0698625s02 6 10 bacterium bacterium NOUN k0698625s02 6 11 , , PUNCT k0698625s02 6 12 proposing propose VERB k0698625s02 6 13 an an DET k0698625s02 6 14 extended extended ADJ k0698625s02 6 15 model model NOUN k0698625s02 6 16 for for ADP k0698625s02 6 17 reversal reversal NOUN k0698625s02 6 18 control control NOUN k0698625s02 6 19 and and CCONJ k0698625s02 6 20 motility motility NOUN k0698625s02 6 21 engine engine NOUN k0698625s02 6 22 activation activation NOUN k0698625s02 6 23 / / SYM k0698625s02 6 24 deactivation deactivation NOUN k0698625s02 6 25 . . PUNCT k0698625s02 7 1 at at ADP k0698625s02 7 2 a a DET k0698625s02 7 3 second second ADJ k0698625s02 7 4 scale scale NOUN k0698625s02 7 5 , , PUNCT k0698625s02 7 6 this this DET k0698625s02 7 7 work work NOUN k0698625s02 7 8 investigates investigate VERB k0698625s02 7 9 the the DET k0698625s02 7 10 problem problem NOUN k0698625s02 7 11 of of ADP k0698625s02 7 12 specificity specificity NOUN k0698625s02 7 13 residue residue ADJ k0698625s02 7 14 identification identification NOUN k0698625s02 7 15 in in ADP k0698625s02 7 16 a a DET k0698625s02 7 17 bacterial bacterial ADJ k0698625s02 7 18 signaling signal VERB k0698625s02 7 19 pathway pathway NOUN k0698625s02 7 20 called call VERB k0698625s02 7 21 two two NUM k0698625s02 7 22 component component NOUN k0698625s02 7 23 system system NOUN k0698625s02 7 24 . . PUNCT k0698625s02 8 1 using use VERB k0698625s02 8 2 a a DET k0698625s02 8 3 method method NOUN k0698625s02 8 4 of of ADP k0698625s02 8 5 subgraph subgraph NOUN k0698625s02 8 6 identification identification NOUN k0698625s02 8 7 and and CCONJ k0698625s02 8 8 learning learning NOUN k0698625s02 8 9 , , PUNCT k0698625s02 8 10 specificity specificity NOUN k0698625s02 8 11 residues residue NOUN k0698625s02 8 12 or or CCONJ k0698625s02 8 13 ' ' PUNCT k0698625s02 8 14 graphlets graphlet NOUN k0698625s02 8 15 ' ' PUNCT k0698625s02 8 16 are be AUX k0698625s02 8 17 proposed propose VERB k0698625s02 8 18 to to PART k0698625s02 8 19 estimate estimate VERB k0698625s02 8 20 factors factor NOUN k0698625s02 8 21 contributing contribute VERB k0698625s02 8 22 to to ADP k0698625s02 8 23 domain domain NOUN k0698625s02 8 24 - - PUNCT k0698625s02 8 25 domain domain NOUN k0698625s02 8 26 specificity specificity NOUN k0698625s02 8 27 in in ADP k0698625s02 8 28 histidine histidine NOUN k0698625s02 8 29 kinases kinase NOUN k0698625s02 8 30 and and CCONJ k0698625s02 8 31 response response NOUN k0698625s02 8 32 regulators regulator NOUN k0698625s02 8 33 . . PUNCT k0698625s02 9 1 this this DET k0698625s02 9 2 network network NOUN k0698625s02 9 3 based base VERB k0698625s02 9 4 approach approach NOUN k0698625s02 9 5 reproduced reproduce VERB k0698625s02 9 6 experimental experimental ADJ k0698625s02 9 7 studies study NOUN k0698625s02 9 8 in in ADP k0698625s02 9 9 e. e. PROPN k0698625s02 9 10 coli coli PROPN k0698625s02 9 11 and and CCONJ k0698625s02 9 12 produced produce VERB k0698625s02 9 13 a a DET k0698625s02 9 14 series series NOUN k0698625s02 9 15 of of ADP k0698625s02 9 16 hypotheses hypothesis NOUN k0698625s02 9 17 of of ADP k0698625s02 9 18 domain domain NOUN k0698625s02 9 19 specificity specificity NOUN k0698625s02 9 20 that that PRON k0698625s02 9 21 could could AUX k0698625s02 9 22 extend extend VERB k0698625s02 9 23 our our PRON k0698625s02 9 24 knowledge knowledge NOUN k0698625s02 9 25 of of ADP k0698625s02 9 26 interaction interaction NOUN k0698625s02 9 27 interfaces interface NOUN k0698625s02 9 28 in in ADP k0698625s02 9 29 two two NUM k0698625s02 9 30 - - PUNCT k0698625s02 9 31 component component NOUN k0698625s02 9 32 systems system NOUN k0698625s02 9 33 . . PUNCT k0698625s02 10 1 at at ADP k0698625s02 10 2 a a DET k0698625s02 10 3 finer fine ADJ k0698625s02 10 4 scale scale NOUN k0698625s02 10 5 of of ADP k0698625s02 10 6 individual individual ADJ k0698625s02 10 7 atomic atomic ADJ k0698625s02 10 8 protein protein NOUN k0698625s02 10 9 structures structure NOUN k0698625s02 10 10 , , PUNCT k0698625s02 10 11 this this DET k0698625s02 10 12 work work NOUN k0698625s02 10 13 introduces introduce VERB k0698625s02 10 14 a a DET k0698625s02 10 15 methodology methodology NOUN k0698625s02 10 16 to to PART k0698625s02 10 17 identify identify VERB k0698625s02 10 18 metastable metastable ADJ k0698625s02 10 19 clusters cluster NOUN k0698625s02 10 20 of of ADP k0698625s02 10 21 atomic atomic ADJ k0698625s02 10 22 conformations conformation NOUN k0698625s02 10 23 obtained obtain VERB k0698625s02 10 24 by by ADP k0698625s02 10 25 combining combine VERB k0698625s02 10 26 and and CCONJ k0698625s02 10 27 correlating correlate VERB k0698625s02 10 28 nuclear nuclear ADJ k0698625s02 10 29 magnetic magnetic ADJ k0698625s02 10 30 resonance resonance NOUN k0698625s02 10 31 ( ( PUNCT k0698625s02 10 32 nmr nmr NOUN k0698625s02 10 33 ) ) PUNCT k0698625s02 10 34 experimental experimental ADJ k0698625s02 10 35 data datum NOUN k0698625s02 10 36 with with ADP k0698625s02 10 37 molecular molecular ADJ k0698625s02 10 38 dynamics dynamic NOUN k0698625s02 10 39 simulation simulation NOUN k0698625s02 10 40 . . PUNCT k0698625s02 11 1 this this DET k0698625s02 11 2 methodology methodology NOUN k0698625s02 11 3 provides provide VERB k0698625s02 11 4 a a DET k0698625s02 11 5 way way NOUN k0698625s02 11 6 to to PART k0698625s02 11 7 find find VERB k0698625s02 11 8 a a DET k0698625s02 11 9 network network NOUN k0698625s02 11 10 of of ADP k0698625s02 11 11 metastable metastable ADJ k0698625s02 11 12 states state NOUN k0698625s02 11 13 ( ( PUNCT k0698625s02 11 14 nodes nodes PROPN k0698625s02 11 15 ) ) PUNCT k0698625s02 11 16 and and CCONJ k0698625s02 11 17 their their PRON k0698625s02 11 18 most most ADV k0698625s02 11 19 visited visit VERB k0698625s02 11 20 transitions transition NOUN k0698625s02 11 21 ( ( PUNCT k0698625s02 11 22 links link NOUN k0698625s02 11 23 ) ) PUNCT k0698625s02 11 24 . . PUNCT k0698625s02 12 1 this this PRON k0698625s02 12 2 represents represent VERB k0698625s02 12 3 a a DET k0698625s02 12 4 mechanistic mechanistic ADJ k0698625s02 12 5 view view NOUN k0698625s02 12 6 of of ADP k0698625s02 12 7 conformation conformation NOUN k0698625s02 12 8 change change NOUN k0698625s02 12 9 in in ADP k0698625s02 12 10 a a DET k0698625s02 12 11 given give VERB k0698625s02 12 12 protein protein NOUN k0698625s02 12 13 . . PUNCT k0698625s02 13 1 this this DET k0698625s02 13 2 analysis analysis NOUN k0698625s02 13 3 is be AUX k0698625s02 13 4 applied apply VERB k0698625s02 13 5 to to ADP k0698625s02 13 6 the the DET k0698625s02 13 7 ww ww PROPN k0698625s02 13 8 domain domain NOUN k0698625s02 13 9 of of ADP k0698625s02 13 10 human human ADJ k0698625s02 13 11 protein protein NOUN k0698625s02 13 12 pin1 pin1 NOUN k0698625s02 13 13 . . PUNCT k0698625s02 14 1 in in ADP k0698625s02 14 2 addition addition NOUN k0698625s02 14 3 to to ADP k0698625s02 14 4 high high ADJ k0698625s02 14 5 correlation correlation NOUN k0698625s02 14 6 with with ADP k0698625s02 14 7 nmr nmr PROPN k0698625s02 14 8 exchange exchange NOUN k0698625s02 14 9 rates rate NOUN k0698625s02 14 10 , , PUNCT k0698625s02 14 11 the the DET k0698625s02 14 12 network network NOUN k0698625s02 14 13 of of ADP k0698625s02 14 14 kinetic kinetic ADJ k0698625s02 14 15 macrostates macrostate NOUN k0698625s02 14 16 identified identify VERB k0698625s02 14 17 here here ADV k0698625s02 14 18 proposes propose VERB k0698625s02 14 19 that that SCONJ k0698625s02 14 20 pin1 pin1 NOUN k0698625s02 14 21 - - PUNCT k0698625s02 14 22 ww ww NOUN k0698625s02 14 23 domain domain NOUN k0698625s02 14 24 in in ADP k0698625s02 14 25 unbound unbound ADJ k0698625s02 14 26 state state NOUN k0698625s02 14 27 visits visit VERB k0698625s02 14 28 its its PRON k0698625s02 14 29 bound bound ADJ k0698625s02 14 30 configuration configuration NOUN k0698625s02 14 31 through through ADP k0698625s02 14 32 a a DET k0698625s02 14 33 state state NOUN k0698625s02 14 34 that that PRON k0698625s02 14 35 corresponds correspond VERB k0698625s02 14 36 to to ADP k0698625s02 14 37 a a DET k0698625s02 14 38 minor minor ADJ k0698625s02 14 39 population population NOUN k0698625s02 14 40 of of ADP k0698625s02 14 41 relaxation relaxation NOUN k0698625s02 14 42 dispersion dispersion NOUN k0698625s02 14 43 experiments experiment NOUN k0698625s02 14 44 . . PUNCT k0698625s02 15 1 this this DET k0698625s02 15 2 computational computational ADJ k0698625s02 15 3 approach approach NOUN k0698625s02 15 4 provides provide VERB k0698625s02 15 5 a a DET k0698625s02 15 6 detailed detailed ADJ k0698625s02 15 7 structural structural ADJ k0698625s02 15 8 view view NOUN k0698625s02 15 9 of of ADP k0698625s02 15 10 conformational conformational ADJ k0698625s02 15 11 change change NOUN k0698625s02 15 12 that that PRON k0698625s02 15 13 nrm nrm DET k0698625s02 15 14 experiments experiment NOUN k0698625s02 15 15 are be AUX k0698625s02 15 16 not not PART k0698625s02 15 17 able able ADJ k0698625s02 15 18 to to PART k0698625s02 15 19 identify identify VERB k0698625s02 15 20 . . PUNCT k0698625s02 16 1 this this DET k0698625s02 16 2 dissertation dissertation NOUN k0698625s02 16 3 introduces introduce VERB k0698625s02 16 4 novel novel ADJ k0698625s02 16 5 methodologies methodology NOUN k0698625s02 16 6 that that PRON k0698625s02 16 7 were be AUX k0698625s02 16 8 validated validate VERB k0698625s02 16 9 using use VERB k0698625s02 16 10 experimental experimental ADJ k0698625s02 16 11 data datum NOUN k0698625s02 16 12 and and CCONJ k0698625s02 16 13 can can AUX k0698625s02 16 14 be be AUX k0698625s02 16 15 generally generally ADV k0698625s02 16 16 applied apply VERB k0698625s02 16 17 to to ADP k0698625s02 16 18 different different ADJ k0698625s02 16 19 organisms organism NOUN k0698625s02 16 20 . . PUNCT k0698625s02 17 1 these these DET k0698625s02 17 2 methodologies methodology NOUN k0698625s02 17 3 propose propose VERB k0698625s02 17 4 testable testable ADJ k0698625s02 17 5 hypotheses hypothesis NOUN k0698625s02 17 6 that that PRON k0698625s02 17 7 could could AUX k0698625s02 17 8 improve improve VERB k0698625s02 17 9 our our PRON k0698625s02 17 10 knowledge knowledge NOUN k0698625s02 17 11 of of ADP k0698625s02 17 12 biological biological ADJ k0698625s02 17 13 problems problem NOUN k0698625s02 17 14 and and CCONJ k0698625s02 17 15 systems system NOUN k0698625s02 17 16 . . PUNCT