id sid tid token lemma pos t722h705w1m 1 1 microbial microbial ADJ t722h705w1m 1 2 communities community NOUN t722h705w1m 1 3 that that PRON t722h705w1m 1 4 reside reside VERB t722h705w1m 1 5 in in ADP t722h705w1m 1 6 the the DET t722h705w1m 1 7 mammalian mammalian PROPN t722h705w1m 1 8 gut gut PROPN t722h705w1m 1 9 , , PUNCT t722h705w1m 1 10 commonly commonly ADV t722h705w1m 1 11 referred refer VERB t722h705w1m 1 12 to to ADP t722h705w1m 1 13 as as ADP t722h705w1m 1 14 the the DET t722h705w1m 1 15 gut gut NOUN t722h705w1m 1 16 microbiome microbiome NOUN t722h705w1m 1 17 , , PUNCT t722h705w1m 1 18 have have VERB t722h705w1m 1 19 profound profound ADJ t722h705w1m 1 20 consequences consequence NOUN t722h705w1m 1 21 for for ADP t722h705w1m 1 22 host host NOUN t722h705w1m 1 23 physical physical ADJ t722h705w1m 1 24 functioning functioning NOUN t722h705w1m 1 25 , , PUNCT t722h705w1m 1 26 with with ADP t722h705w1m 1 27 well well ADV t722h705w1m 1 28 - - PUNCT t722h705w1m 1 29 described describe VERB t722h705w1m 1 30 roles role NOUN t722h705w1m 1 31 in in ADP t722h705w1m 1 32 digestion digestion NOUN t722h705w1m 1 33 , , PUNCT t722h705w1m 1 34 vitamin vitamin NOUN t722h705w1m 1 35 synthesis synthesis NOUN t722h705w1m 1 36 , , PUNCT t722h705w1m 1 37 and and CCONJ t722h705w1m 1 38 immune immune ADJ t722h705w1m 1 39 regulation regulation NOUN t722h705w1m 1 40 . . PUNCT t722h705w1m 2 1 however however ADV t722h705w1m 2 2 , , PUNCT t722h705w1m 2 3 our our PRON t722h705w1m 2 4 understanding understanding NOUN t722h705w1m 2 5 of of ADP t722h705w1m 2 6 the the DET t722h705w1m 2 7 factors factor NOUN t722h705w1m 2 8 that that PRON t722h705w1m 2 9 shape shape VERB t722h705w1m 2 10 gut gut NOUN t722h705w1m 2 11 microbial microbial ADJ t722h705w1m 2 12 composition composition NOUN t722h705w1m 2 13 , , PUNCT t722h705w1m 2 14 and and CCONJ t722h705w1m 2 15 the the DET t722h705w1m 2 16 relative relative ADJ t722h705w1m 2 17 importance importance NOUN t722h705w1m 2 18 of of ADP t722h705w1m 2 19 these these DET t722h705w1m 2 20 forces force NOUN t722h705w1m 2 21 across across ADP t722h705w1m 2 22 scales scale NOUN t722h705w1m 2 23 , , PUNCT t722h705w1m 2 24 is be AUX t722h705w1m 2 25 limited limited ADJ t722h705w1m 2 26 . . PUNCT t722h705w1m 3 1 to to ADP t722h705w1m 3 2 wit wit PROPN t722h705w1m 3 3 , , PUNCT t722h705w1m 3 4 my my PRON t722h705w1m 3 5 dissertation dissertation NOUN t722h705w1m 3 6 research research NOUN t722h705w1m 3 7 seeks seek VERB t722h705w1m 3 8 to to PART t722h705w1m 3 9 answer answer VERB t722h705w1m 3 10 two two NUM t722h705w1m 3 11 main main ADJ t722h705w1m 3 12 questions question NOUN t722h705w1m 3 13 : : PUNCT t722h705w1m 3 14 how how SCONJ t722h705w1m 3 15 does do AUX t722h705w1m 3 16 a a DET t722h705w1m 3 17 host host NOUN t722h705w1m 3 18 's 's PART t722h705w1m 3 19 genetic genetic ADJ t722h705w1m 3 20 , , PUNCT t722h705w1m 3 21 social social ADJ t722h705w1m 3 22 , , PUNCT t722h705w1m 3 23 and and CCONJ t722h705w1m 3 24 ecological ecological ADJ t722h705w1m 3 25 context context NOUN t722h705w1m 3 26 shape shape NOUN t722h705w1m 3 27 the the DET t722h705w1m 3 28 gut gut NOUN t722h705w1m 3 29 microbiome microbiome NOUN t722h705w1m 3 30 ? ? PUNCT t722h705w1m 4 1 and and CCONJ t722h705w1m 4 2 , , PUNCT t722h705w1m 4 3 furthermore furthermore ADV t722h705w1m 4 4 , , PUNCT t722h705w1m 4 5 do do AUX t722h705w1m 4 6 the the DET t722h705w1m 4 7 contributions contribution NOUN t722h705w1m 4 8 of of ADP t722h705w1m 4 9 these these DET t722h705w1m 4 10 factors factor NOUN t722h705w1m 4 11 change change VERB t722h705w1m 4 12 across across ADP t722h705w1m 4 13 scales scale NOUN t722h705w1m 4 14 , , PUNCT t722h705w1m 4 15 from from ADP t722h705w1m 4 16 individual individual ADJ t722h705w1m 4 17 hosts host NOUN t722h705w1m 4 18 , , PUNCT t722h705w1m 4 19 to to ADP t722h705w1m 4 20 their their PRON t722h705w1m 4 21 societies society NOUN t722h705w1m 4 22 and and CCONJ t722h705w1m 4 23 populations?to populations?to INTJ t722h705w1m 4 24 address address VERB t722h705w1m 4 25 these these DET t722h705w1m 4 26 questions question NOUN t722h705w1m 4 27 , , PUNCT t722h705w1m 4 28 i i PRON t722h705w1m 4 29 used use VERB t722h705w1m 4 30 behavioral behavioral ADJ t722h705w1m 4 31 , , PUNCT t722h705w1m 4 32 environmental environmental ADJ t722h705w1m 4 33 , , PUNCT t722h705w1m 4 34 microbial microbial ADJ t722h705w1m 4 35 , , PUNCT t722h705w1m 4 36 and and CCONJ t722h705w1m 4 37 genetic genetic ADJ t722h705w1m 4 38 analyses analysis NOUN t722h705w1m 4 39 to to PART t722h705w1m 4 40 investigate investigate VERB t722h705w1m 4 41 predictors predictor NOUN t722h705w1m 4 42 of of ADP t722h705w1m 4 43 gut gut NOUN t722h705w1m 4 44 microbial microbial ADJ t722h705w1m 4 45 heterogeneities heterogeneity NOUN t722h705w1m 4 46 at at ADP t722h705w1m 4 47 the the DET t722h705w1m 4 48 level level NOUN t722h705w1m 4 49 of of ADP t722h705w1m 4 50 the the DET t722h705w1m 4 51 host host NOUN t722h705w1m 4 52 individual individual NOUN t722h705w1m 4 53 , , PUNCT t722h705w1m 4 54 the the DET t722h705w1m 4 55 social social ADJ t722h705w1m 4 56 group group NOUN t722h705w1m 4 57 , , PUNCT t722h705w1m 4 58 the the DET t722h705w1m 4 59 population population NOUN t722h705w1m 4 60 , , PUNCT t722h705w1m 4 61 and and CCONJ t722h705w1m 4 62 the the DET t722h705w1m 4 63 host host NOUN t722h705w1m 4 64 species specie NOUN t722h705w1m 4 65 . . PUNCT t722h705w1m 5 1 i i PRON t722h705w1m 5 2 did do VERB t722h705w1m 5 3 so so ADV t722h705w1m 5 4 using use VERB t722h705w1m 5 5 data datum NOUN t722h705w1m 5 6 from from ADP t722h705w1m 5 7 a a DET t722h705w1m 5 8 well well ADV t722h705w1m 5 9 - - PUNCT t722h705w1m 5 10 studied study VERB t722h705w1m 5 11 population population NOUN t722h705w1m 5 12 of of ADP t722h705w1m 5 13 wild wild ADJ t722h705w1m 5 14 baboons baboon NOUN t722h705w1m 5 15 in in ADP t722h705w1m 5 16 the the DET t722h705w1m 5 17 amboseli amboseli ADJ t722h705w1m 5 18 ecosystem ecosystem NOUN t722h705w1m 5 19 in in ADP t722h705w1m 5 20 kenya kenya PROPN t722h705w1m 5 21 that that PRON t722h705w1m 5 22 has have AUX t722h705w1m 5 23 become become VERB t722h705w1m 5 24 a a DET t722h705w1m 5 25 model model NOUN t722h705w1m 5 26 for for ADP t722h705w1m 5 27 microbiome microbiome ADJ t722h705w1m 5 28 research research NOUN t722h705w1m 5 29 . . PUNCT t722h705w1m 6 1 i i PRON t722h705w1m 6 2 found find VERB t722h705w1m 6 3 that that SCONJ t722h705w1m 6 4 baboon baboon NOUN t722h705w1m 6 5 gut gut NOUN t722h705w1m 6 6 microbiomes microbiome NOUN t722h705w1m 6 7 were be AUX t722h705w1m 6 8 strongly strongly ADV t722h705w1m 6 9 predicted predict VERB t722h705w1m 6 10 by by ADP t722h705w1m 6 11 host host NOUN t722h705w1m 6 12 environments environment NOUN t722h705w1m 6 13 at at ADP t722h705w1m 6 14 multiple multiple ADJ t722h705w1m 6 15 scales scale NOUN t722h705w1m 6 16 , , PUNCT t722h705w1m 6 17 including include VERB t722h705w1m 6 18 both both CCONJ t722h705w1m 6 19 social social ADJ t722h705w1m 6 20 and and CCONJ t722h705w1m 6 21 abiotic abiotic ADJ t722h705w1m 6 22 environmental environmental ADJ t722h705w1m 6 23 conditions condition NOUN t722h705w1m 6 24 . . PUNCT t722h705w1m 7 1 for for ADP t722h705w1m 7 2 instance instance NOUN t722h705w1m 7 3 , , PUNCT t722h705w1m 7 4 for for ADP t722h705w1m 7 5 individuals individual NOUN t722h705w1m 7 6 sampled sample VERB t722h705w1m 7 7 over over ADP t722h705w1m 7 8 several several ADJ t722h705w1m 7 9 years year NOUN t722h705w1m 7 10 , , PUNCT t722h705w1m 7 11 rainfall rainfall NOUN t722h705w1m 7 12 and and CCONJ t722h705w1m 7 13 diet diet NOUN t722h705w1m 7 14 were be AUX t722h705w1m 7 15 the the DET t722h705w1m 7 16 most most ADV t722h705w1m 7 17 important important ADJ t722h705w1m 7 18 predictors predictor NOUN t722h705w1m 7 19 of of ADP t722h705w1m 7 20 gut gut NOUN t722h705w1m 7 21 microbiome microbiome ADJ t722h705w1m 7 22 composition composition NOUN t722h705w1m 7 23 . . PUNCT t722h705w1m 8 1 over over ADP t722h705w1m 8 2 short short ADJ t722h705w1m 8 3 time time NOUN t722h705w1m 8 4 scales scale NOUN t722h705w1m 8 5 , , PUNCT t722h705w1m 8 6 social social ADJ t722h705w1m 8 7 groups group NOUN t722h705w1m 8 8 harbored harbor VERB t722h705w1m 8 9 distinctive distinctive ADJ t722h705w1m 8 10 gut gut NOUN t722h705w1m 8 11 microbiota microbiota NOUN t722h705w1m 8 12 , , PUNCT t722h705w1m 8 13 and and CCONJ t722h705w1m 8 14 immigrant immigrant ADJ t722h705w1m 8 15 males male NOUN t722h705w1m 8 16 acquired acquire VERB t722h705w1m 8 17 the the DET t722h705w1m 8 18 local local ADJ t722h705w1m 8 19 microbiome microbiome NOUN t722h705w1m 8 20 when when SCONJ t722h705w1m 8 21 they they PRON t722h705w1m 8 22 joined join VERB t722h705w1m 8 23 a a DET t722h705w1m 8 24 new new ADJ t722h705w1m 8 25 group group NOUN t722h705w1m 8 26 . . PUNCT t722h705w1m 9 1 further far ADV t722h705w1m 9 2 , , PUNCT t722h705w1m 9 3 social social ADJ t722h705w1m 9 4 groups group NOUN t722h705w1m 9 5 with with ADP t722h705w1m 9 6 larger large ADJ t722h705w1m 9 7 home home NOUN t722h705w1m 9 8 ranges range NOUN t722h705w1m 9 9 and and CCONJ t722h705w1m 9 10 more more ADJ t722h705w1m 9 11 environmental environmental ADJ t722h705w1m 9 12 resources resource NOUN t722h705w1m 9 13 harbored harbor VERB t722h705w1m 9 14 more more ADV t722h705w1m 9 15 diverse diverse ADJ t722h705w1m 9 16 gut gut NOUN t722h705w1m 9 17 microbiota microbiota NOUN t722h705w1m 9 18 , , PUNCT t722h705w1m 9 19 and and CCONJ t722h705w1m 9 20 social social ADJ t722h705w1m 9 21 groups group NOUN t722h705w1m 9 22 that that PRON t722h705w1m 9 23 shared share VERB t722h705w1m 9 24 environmental environmental ADJ t722h705w1m 9 25 resources resource NOUN t722h705w1m 9 26 likewise likewise ADV t722h705w1m 9 27 shared share VERB t722h705w1m 9 28 more more ADJ t722h705w1m 9 29 microbial microbial ADJ t722h705w1m 9 30 taxa taxa NOUN t722h705w1m 9 31 than than ADP t722h705w1m 9 32 pairs pair NOUN t722h705w1m 9 33 of of ADP t722h705w1m 9 34 groups group NOUN t722h705w1m 9 35 with with ADP t722h705w1m 9 36 less less ADJ t722h705w1m 9 37 overlap overlap NOUN t722h705w1m 9 38 . . PUNCT t722h705w1m 10 1 finally finally ADV t722h705w1m 10 2 , , PUNCT t722h705w1m 10 3 to to PART t722h705w1m 10 4 explore explore VERB t722h705w1m 10 5 large large ADJ t722h705w1m 10 6 - - PUNCT t722h705w1m 10 7 scale scale NOUN t722h705w1m 10 8 processes process NOUN t722h705w1m 10 9 , , PUNCT t722h705w1m 10 10 i i PRON t722h705w1m 10 11 tested test VERB t722h705w1m 10 12 predictors predictor NOUN t722h705w1m 10 13 of of ADP t722h705w1m 10 14 gut gut NOUN t722h705w1m 10 15 microbiome microbiome ADJ t722h705w1m 10 16 composition composition NOUN t722h705w1m 10 17 from from ADP t722h705w1m 10 18 baboons baboon NOUN t722h705w1m 10 19 living live VERB t722h705w1m 10 20 in in ADP t722h705w1m 10 21 multiple multiple ADJ t722h705w1m 10 22 sites site NOUN t722h705w1m 10 23 across across ADP t722h705w1m 10 24 a a DET t722h705w1m 10 25 hybrid hybrid ADJ t722h705w1m 10 26 zone zone NOUN t722h705w1m 10 27 in in ADP t722h705w1m 10 28 southern southern PROPN t722h705w1m 10 29 kenya kenya PROPN t722h705w1m 10 30 . . PUNCT t722h705w1m 11 1 i i PRON t722h705w1m 11 2 found find VERB t722h705w1m 11 3 that that SCONJ t722h705w1m 11 4 soil soil NOUN t722h705w1m 11 5 properties property NOUN t722h705w1m 11 6 were be AUX t722h705w1m 11 7 the the DET t722h705w1m 11 8 best good ADJ t722h705w1m 11 9 predictors predictor NOUN t722h705w1m 11 10 of of ADP t722h705w1m 11 11 between between ADP t722h705w1m 11 12 - - PUNCT t722h705w1m 11 13 population population NOUN t722h705w1m 11 14 gut gut NOUN t722h705w1m 11 15 microbial microbial ADJ t722h705w1m 11 16 heterogeneities heterogeneity NOUN t722h705w1m 11 17 , , PUNCT t722h705w1m 11 18 with with ADP t722h705w1m 11 19 much much ADV t722h705w1m 11 20 stronger strong ADJ t722h705w1m 11 21 effects effect NOUN t722h705w1m 11 22 than than ADP t722h705w1m 11 23 either either PRON t722h705w1m 11 24 host host NOUN t722h705w1m 11 25 genetics genetic NOUN t722h705w1m 11 26 or or CCONJ t722h705w1m 11 27 geographic geographic ADJ t722h705w1m 11 28 distance distance NOUN t722h705w1m 11 29 . . PUNCT t722h705w1m 12 1 overall overall ADJ t722h705w1m 12 2 , , PUNCT t722h705w1m 12 3 my my PRON t722h705w1m 12 4 dissertation dissertation NOUN t722h705w1m 12 5 lends lend VERB t722h705w1m 12 6 new new ADJ t722h705w1m 12 7 insight insight NOUN t722h705w1m 12 8 into into ADP t722h705w1m 12 9 the the DET t722h705w1m 12 10 dominant dominant ADJ t722h705w1m 12 11 forces force NOUN t722h705w1m 12 12 shaping shape VERB t722h705w1m 12 13 the the DET t722h705w1m 12 14 gut gut NOUN t722h705w1m 12 15 microbiome microbiome NOUN t722h705w1m 12 16 in in ADP t722h705w1m 12 17 a a DET t722h705w1m 12 18 wild wild ADJ t722h705w1m 12 19 , , PUNCT t722h705w1m 12 20 group group NOUN t722h705w1m 12 21 - - PUNCT t722h705w1m 12 22 living live VERB t722h705w1m 12 23 animal animal NOUN t722h705w1m 12 24 , , PUNCT t722h705w1m 12 25 and and CCONJ t722h705w1m 12 26 how how SCONJ t722h705w1m 12 27 the the DET t722h705w1m 12 28 gut gut NOUN t722h705w1m 12 29 microbiome microbiome NOUN t722h705w1m 12 30 is be AUX t722h705w1m 12 31 sculpted sculpt VERB t722h705w1m 12 32 at at ADP t722h705w1m 12 33 the the DET t722h705w1m 12 34 level level NOUN t722h705w1m 12 35 of of ADP t722h705w1m 12 36 the the DET t722h705w1m 12 37 individual individual ADJ t722h705w1m 12 38 , , PUNCT t722h705w1m 12 39 social social ADJ t722h705w1m 12 40 group group NOUN t722h705w1m 12 41 , , PUNCT t722h705w1m 12 42 population population NOUN t722h705w1m 12 43 , , PUNCT t722h705w1m 12 44 and and CCONJ t722h705w1m 12 45 species specie NOUN t722h705w1m 12 46 . . PUNCT