id sid tid token lemma pos sj13902268m 1 1 in in ADP sj13902268m 1 2 the the DET sj13902268m 1 3 past past ADJ sj13902268m 1 4 few few ADJ sj13902268m 1 5 years year NOUN sj13902268m 1 6 , , PUNCT sj13902268m 1 7 several several ADJ sj13902268m 1 8 functional functional ADJ sj13902268m 1 9 site site NOUN sj13902268m 1 10 prediction prediction NOUN sj13902268m 1 11 methods method NOUN sj13902268m 1 12 have have AUX sj13902268m 1 13 been be AUX sj13902268m 1 14 introduced introduce VERB sj13902268m 1 15 that that PRON sj13902268m 1 16 aim aim VERB sj13902268m 1 17 to to PART sj13902268m 1 18 predict predict VERB sj13902268m 1 19 the the DET sj13902268m 1 20 biologically biologically ADV sj13902268m 1 21 relevant relevant ADJ sj13902268m 1 22 amino amino ADJ sj13902268m 1 23 acids acid NOUN sj13902268m 1 24 in in ADP sj13902268m 1 25 proteins protein NOUN sj13902268m 1 26 based base VERB sj13902268m 1 27 purely purely ADV sj13902268m 1 28 off off ADP sj13902268m 1 29 of of ADP sj13902268m 1 30 a a DET sj13902268m 1 31 multiple multiple ADJ sj13902268m 1 32 sequence sequence NOUN sj13902268m 1 33 alignment alignment NOUN sj13902268m 1 34 . . PUNCT sj13902268m 2 1 these these DET sj13902268m 2 2 methods method NOUN sj13902268m 2 3 utilize utilize VERB sj13902268m 2 4 a a DET sj13902268m 2 5 variety variety NOUN sj13902268m 2 6 of of ADP sj13902268m 2 7 approaches approach NOUN sj13902268m 2 8 including include VERB sj13902268m 2 9 conservation conservation NOUN sj13902268m 2 10 , , PUNCT sj13902268m 2 11 divergence divergence NOUN sj13902268m 2 12 , , PUNCT sj13902268m 2 13 and and CCONJ sj13902268m 2 14 perturbation perturbation NOUN sj13902268m 2 15 to to PART sj13902268m 2 16 identify identify VERB sj13902268m 2 17 the the DET sj13902268m 2 18 functionally functionally ADV sj13902268m 2 19 important important ADJ sj13902268m 2 20 amino amino NOUN sj13902268m 2 21 acid acid NOUN sj13902268m 2 22 positions position NOUN sj13902268m 2 23 ( ( PUNCT sj13902268m 2 24 primary primary ADJ sj13902268m 2 25 sequence sequence NOUN sj13902268m 2 26 or or CCONJ sj13902268m 2 27 3d 3d NOUN sj13902268m 2 28 structure structure NOUN sj13902268m 2 29 ) ) PUNCT sj13902268m 2 30 within within ADP sj13902268m 2 31 the the DET sj13902268m 2 32 protein protein NOUN sj13902268m 2 33 sequence sequence NOUN sj13902268m 2 34 . . PUNCT sj13902268m 3 1 yet yet ADV sj13902268m 3 2 , , PUNCT sj13902268m 3 3 the the DET sj13902268m 3 4 question question NOUN sj13902268m 3 5 remains remain VERB sj13902268m 3 6 if if SCONJ sj13902268m 3 7 these these DET sj13902268m 3 8 methods method NOUN sj13902268m 3 9 accurately accurately ADV sj13902268m 3 10 predict predict VERB sj13902268m 3 11 the the DET sj13902268m 3 12 functionally functionally ADV sj13902268m 3 13 important important ADJ sj13902268m 3 14 residues residue NOUN sj13902268m 3 15 within within ADP sj13902268m 3 16 a a DET sj13902268m 3 17 protein protein NOUN sj13902268m 3 18 found find VERB sj13902268m 3 19 experimentally experimentally ADV sj13902268m 3 20 . . PUNCT sj13902268m 4 1 this this DET sj13902268m 4 2 dissertation dissertation NOUN sj13902268m 4 3 investigates investigate VERB sj13902268m 4 4 the the DET sj13902268m 4 5 capability capability NOUN sj13902268m 4 6 of of ADP sj13902268m 4 7 the the DET sj13902268m 4 8 bioinformatic bioinformatic ADJ sj13902268m 4 9 functional functional ADJ sj13902268m 4 10 site site NOUN sj13902268m 4 11 prediction prediction NOUN sj13902268m 4 12 methods method NOUN sj13902268m 4 13 . . PUNCT sj13902268m 5 1 residues residue NOUN sj13902268m 5 2 known know VERB sj13902268m 5 3 to to PART sj13902268m 5 4 participate participate VERB sj13902268m 5 5 in in ADP sj13902268m 5 6 conformational conformational ADJ sj13902268m 5 7 dynamics dynamic NOUN sj13902268m 5 8 associated associate VERB sj13902268m 5 9 with with ADP sj13902268m 5 10 substrate substrate NOUN sj13902268m 5 11 binding bind VERB sj13902268m 5 12 , , PUNCT sj13902268m 5 13 as as SCONJ sj13902268m 5 14 observed observed ADJ sj13902268m 5 15 experimentally experimentally NOUN sj13902268m 5 16 by by ADP sj13902268m 5 17 nuclear nuclear ADJ sj13902268m 5 18 magnetic magnetic ADJ sj13902268m 5 19 resonance resonance NOUN sj13902268m 5 20 ( ( PUNCT sj13902268m 5 21 nmr nmr NOUN sj13902268m 5 22 ) ) PUNCT sj13902268m 5 23 spectroscopy spectroscopy NOUN sj13902268m 5 24 , , PUNCT sj13902268m 5 25 are be AUX sj13902268m 5 26 compared compare VERB sj13902268m 5 27 to to ADP sj13902268m 5 28 those those DET sj13902268m 5 29 residues residue NOUN sj13902268m 5 30 highlighted highlight VERB sj13902268m 5 31 by by ADP sj13902268m 5 32 the the DET sj13902268m 5 33 prediction prediction NOUN sj13902268m 5 34 methods method NOUN sj13902268m 5 35 . . PUNCT sj13902268m 6 1 the the DET sj13902268m 6 2 comparison comparison NOUN sj13902268m 6 3 of of ADP sj13902268m 6 4 results result NOUN sj13902268m 6 5 given give VERB sj13902268m 6 6 above above ADV sj13902268m 6 7 will will AUX sj13902268m 6 8 provide provide VERB sj13902268m 6 9 insight insight NOUN sj13902268m 6 10 into into ADP sj13902268m 6 11 the the DET sj13902268m 6 12 protein protein NOUN sj13902268m 6 13 evolution evolution NOUN sj13902268m 6 14 - - PUNCT sj13902268m 6 15 dynamics dynamics NOUN sj13902268m 6 16 - - PUNCT sj13902268m 6 17 function function NOUN sj13902268m 6 18 relationship relationship NOUN sj13902268m 6 19 . . PUNCT sj13902268m 7 1 a a DET sj13902268m 7 2 test test NOUN sj13902268m 7 3 of of ADP sj13902268m 7 4 how how SCONJ sj13902268m 7 5 well well ADV sj13902268m 7 6 the the DET sj13902268m 7 7 current current ADJ sj13902268m 7 8 prediction prediction NOUN sj13902268m 7 9 methods method NOUN sj13902268m 7 10 perform perform VERB sj13902268m 7 11 at at ADP sj13902268m 7 12 selecting select VERB sj13902268m 7 13 the the DET sj13902268m 7 14 functionally functionally ADV sj13902268m 7 15 relevant relevant ADJ sj13902268m 7 16 residues residue NOUN sj13902268m 7 17 is be AUX sj13902268m 7 18 presented present VERB sj13902268m 7 19 herein herein ADV sj13902268m 7 20 . . PUNCT sj13902268m 8 1 specifically specifically ADV sj13902268m 8 2 , , PUNCT sj13902268m 8 3 because because SCONJ sj13902268m 8 4 dynamics dynamic NOUN sj13902268m 8 5 are be AUX sj13902268m 8 6 encoded encode VERB sj13902268m 8 7 in in ADP sj13902268m 8 8 the the DET sj13902268m 8 9 protein protein NOUN sj13902268m 8 10 sequence sequence NOUN sj13902268m 8 11 and and CCONJ sj13902268m 8 12 are be AUX sj13902268m 8 13 required require VERB sj13902268m 8 14 for for ADP sj13902268m 8 15 function function NOUN sj13902268m 8 16 , , PUNCT sj13902268m 8 17 then then ADV sj13902268m 8 18 a a DET sj13902268m 8 19 mutation mutation NOUN sj13902268m 8 20 of of ADP sj13902268m 8 21 a a DET sj13902268m 8 22 functionally functionally ADV sj13902268m 8 23 important important ADJ sj13902268m 8 24 position position NOUN sj13902268m 8 25 will will AUX sj13902268m 8 26 alter alter VERB sj13902268m 8 27 both both CCONJ sj13902268m 8 28 the the DET sj13902268m 8 29 internal internal ADJ sj13902268m 8 30 dynamics dynamic NOUN sj13902268m 8 31 and and CCONJ sj13902268m 8 32 its its PRON sj13902268m 8 33 activity activity NOUN sj13902268m 8 34 . . PUNCT sj13902268m 9 1 the the DET sj13902268m 9 2 time time NOUN sj13902268m 9 3 scales scale NOUN sj13902268m 9 4 for for ADP sj13902268m 9 5 such such ADJ sj13902268m 9 6 motions motion NOUN sj13902268m 9 7 can can AUX sj13902268m 9 8 be be AUX sj13902268m 9 9 on on ADP sj13902268m 9 10 the the DET sj13902268m 9 11 order order NOUN sj13902268m 9 12 of of ADP sj13902268m 9 13 slow slow ADJ sj13902268m 9 14 ( ( PUNCT sj13902268m 9 15 & & CCONJ sj13902268m 9 16 # # SYM sj13902268m 9 17 956;s 956;s NUM sj13902268m 9 18 - - PUNCT sj13902268m 9 19 ms ms PROPN sj13902268m 9 20 ) ) PUNCT sj13902268m 9 21 to to PART sj13902268m 9 22 fast fast VERB sj13902268m 9 23 ( ( PUNCT sj13902268m 9 24 ps ps NOUN sj13902268m 9 25 - - PUNCT sj13902268m 9 26 ns ns PROPN sj13902268m 9 27 ) ) PUNCT sj13902268m 9 28 motions motion NOUN sj13902268m 9 29 . . PUNCT sj13902268m 10 1 nuclear nuclear ADJ sj13902268m 10 2 magnetic magnetic ADJ sj13902268m 10 3 resonance resonance NOUN sj13902268m 10 4 ( ( PUNCT sj13902268m 10 5 nmr nmr NOUN sj13902268m 10 6 ) ) PUNCT sj13902268m 10 7 is be AUX sj13902268m 10 8 a a DET sj13902268m 10 9 non non ADJ sj13902268m 10 10 - - ADJ sj13902268m 10 11 invasive invasive ADJ sj13902268m 10 12 technique technique NOUN sj13902268m 10 13 which which PRON sj13902268m 10 14 probes probe VERB sj13902268m 10 15 such such ADJ sj13902268m 10 16 dynamics dynamic NOUN sj13902268m 10 17 relevant relevant ADJ sj13902268m 10 18 for for ADP sj13902268m 10 19 function function NOUN sj13902268m 10 20 . . PUNCT sj13902268m 11 1 overlap overlap NOUN sj13902268m 11 2 exists exist VERB sj13902268m 11 3 between between ADP sj13902268m 11 4 the the DET sj13902268m 11 5 bioinformatic bioinformatic ADJ sj13902268m 11 6 prediction prediction NOUN sj13902268m 11 7 methods method NOUN sj13902268m 11 8 and and CCONJ sj13902268m 11 9 the the DET sj13902268m 11 10 experimental experimental ADJ sj13902268m 11 11 data datum NOUN sj13902268m 11 12 for for ADP sj13902268m 11 13 many many ADJ sj13902268m 11 14 of of ADP sj13902268m 11 15 the the DET sj13902268m 11 16 residues residue NOUN sj13902268m 11 17 used use VERB sj13902268m 11 18 in in ADP sj13902268m 11 19 the the DET sj13902268m 11 20 model model NOUN sj13902268m 11 21 system system NOUN sj13902268m 11 22 , , PUNCT sj13902268m 11 23 human human ADJ sj13902268m 11 24 pin1 pin1 NOUN sj13902268m 11 25 . . PUNCT sj13902268m 12 1 many many ADJ sj13902268m 12 2 of of ADP sj13902268m 12 3 the the DET sj13902268m 12 4 residues residue NOUN sj13902268m 12 5 identified identify VERB sj13902268m 12 6 experimentally experimentally ADV sj13902268m 12 7 by by ADP sj13902268m 12 8 nmr nmr NOUN sj13902268m 12 9 to to PART sj13902268m 12 10 have have VERB sj13902268m 12 11 conformational conformational ADJ sj13902268m 12 12 dynamics dynamic NOUN sj13902268m 12 13 due due ADP sj13902268m 12 14 to to ADP sj13902268m 12 15 substrate substrate NOUN sj13902268m 12 16 binding bind VERB sj13902268m 12 17 are be AUX sj13902268m 12 18 the the DET sj13902268m 12 19 same same ADJ sj13902268m 12 20 residues residue NOUN sj13902268m 12 21 predicted predict VERB sj13902268m 12 22 to to PART sj13902268m 12 23 be be AUX sj13902268m 12 24 functionally functionally ADV sj13902268m 12 25 relevant relevant ADJ sj13902268m 12 26 from from ADP sj13902268m 12 27 the the DET sj13902268m 12 28 functional functional ADJ sj13902268m 12 29 site site NOUN sj13902268m 12 30 prediction prediction NOUN sj13902268m 12 31 methods method NOUN sj13902268m 12 32 . . PUNCT sj13902268m 13 1 for for ADP sj13902268m 13 2 a a DET sj13902268m 13 3 select select ADJ sj13902268m 13 4 few few ADJ sj13902268m 13 5 amino amino NOUN sj13902268m 13 6 acid acid NOUN sj13902268m 13 7 positions position NOUN sj13902268m 13 8 , , PUNCT sj13902268m 13 9 the the DET sj13902268m 13 10 agreement agreement NOUN sj13902268m 13 11 between between ADP sj13902268m 13 12 the the DET sj13902268m 13 13 two two NUM sj13902268m 13 14 approaches approach NOUN sj13902268m 13 15 is be AUX sj13902268m 13 16 not not PART sj13902268m 13 17 perfect perfect ADJ sj13902268m 13 18 . . PUNCT sj13902268m 14 1 what what PRON sj13902268m 14 2 follows follow VERB sj13902268m 14 3 in in ADP sj13902268m 14 4 this this DET sj13902268m 14 5 thesis thesis NOUN sj13902268m 14 6 is be AUX sj13902268m 14 7 a a DET sj13902268m 14 8 discussion discussion NOUN sj13902268m 14 9 on on ADP sj13902268m 14 10 two two NUM sj13902268m 14 11 mutations mutation NOUN sj13902268m 14 12 of of ADP sj13902268m 14 13 pin1 pin1 NOUN sj13902268m 14 14 . . PUNCT sj13902268m 15 1 for for ADP sj13902268m 15 2 the the DET sj13902268m 15 3 one one NUM sj13902268m 15 4 mutation mutation NOUN sj13902268m 15 5 , , PUNCT sj13902268m 15 6 m130a m130a PROPN sj13902268m 15 7 , , PUNCT sj13902268m 15 8 agreement agreement NOUN sj13902268m 15 9 exists exist VERB sj13902268m 15 10 between between ADP sj13902268m 15 11 the the DET sj13902268m 15 12 functional functional ADJ sj13902268m 15 13 site site NOUN sj13902268m 15 14 prediction prediction NOUN sj13902268m 15 15 methods method NOUN sj13902268m 15 16 and and CCONJ sj13902268m 15 17 experimental experimental ADJ sj13902268m 15 18 intrinsic intrinsic ADJ sj13902268m 15 19 dynamics dynamic NOUN sj13902268m 15 20 . . PUNCT sj13902268m 16 1 in in ADP sj13902268m 16 2 the the DET sj13902268m 16 3 other other ADJ sj13902268m 16 4 , , PUNCT sj13902268m 16 5 i28a i28a PROPN sj13902268m 16 6 , , PUNCT sj13902268m 16 7 the the DET sj13902268m 16 8 agreement agreement NOUN sj13902268m 16 9 between between ADP sj13902268m 16 10 the the DET sj13902268m 16 11 two two NUM sj13902268m 16 12 methods method NOUN sj13902268m 16 13 fails fail VERB sj13902268m 16 14 . . PUNCT