id sid tid token lemma pos gh93gx44x82 1 1 the the DET gh93gx44x82 1 2 emerald emerald PROPN gh93gx44x82 1 3 ash ash PROPN gh93gx44x82 1 4 borer borer PROPN gh93gx44x82 1 5 ( ( PUNCT gh93gx44x82 1 6 agrilus agrilus PROPN gh93gx44x82 1 7 planipennis planipennis PROPN gh93gx44x82 1 8 , , PUNCT gh93gx44x82 1 9 eab eab PROPN gh93gx44x82 1 10 ) ) PUNCT gh93gx44x82 1 11 invasion invasion NOUN gh93gx44x82 1 12 in in ADP gh93gx44x82 1 13 north north PROPN gh93gx44x82 1 14 america america PROPN gh93gx44x82 1 15 threatens threaten VERB gh93gx44x82 1 16 most most ADJ gh93gx44x82 1 17 north north ADJ gh93gx44x82 1 18 american american ADJ gh93gx44x82 1 19 fraxinus fraxinu NOUN gh93gx44x82 1 20 species specie NOUN gh93gx44x82 1 21 , , PUNCT gh93gx44x82 1 22 including include VERB gh93gx44x82 1 23 green green ADJ gh93gx44x82 1 24 ash ash PROPN gh93gx44x82 1 25 ( ( PUNCT gh93gx44x82 1 26 f. f. PROPN gh93gx44x82 1 27 pennsylvanica pennsylvanica PROPN gh93gx44x82 1 28 ) ) PUNCT gh93gx44x82 1 29 , , PUNCT gh93gx44x82 1 30 the the DET gh93gx44x82 1 31 mostly mostly ADV gh93gx44x82 1 32 widely widely ADV gh93gx44x82 1 33 distributed distribute VERB gh93gx44x82 1 34 species specie NOUN gh93gx44x82 1 35 . . PUNCT gh93gx44x82 2 1 a a DET gh93gx44x82 2 2 small small ADJ gh93gx44x82 2 3 number number NOUN gh93gx44x82 2 4 of of ADP gh93gx44x82 2 5 green green ADJ gh93gx44x82 2 6 ash ash NOUN gh93gx44x82 2 7 ( ( PUNCT gh93gx44x82 2 8 0.1 0.1 NUM gh93gx44x82 2 9 - - SYM gh93gx44x82 2 10 1 1 NUM gh93gx44x82 2 11 % % NOUN gh93gx44x82 2 12 ) ) PUNCT gh93gx44x82 2 13 both both PRON gh93gx44x82 2 14 survive survive VERB gh93gx44x82 2 15 for for ADP gh93gx44x82 2 16 years year NOUN gh93gx44x82 2 17 after after SCONJ gh93gx44x82 2 18 all all PRON gh93gx44x82 2 19 surrounding surround VERB gh93gx44x82 2 20 green green ADJ gh93gx44x82 2 21 ash ash NOUN gh93gx44x82 2 22 have have AUX gh93gx44x82 2 23 been be AUX gh93gx44x82 2 24 killed kill VERB gh93gx44x82 2 25 by by ADP gh93gx44x82 2 26 eab eab NOUN gh93gx44x82 2 27 and and CCONJ gh93gx44x82 2 28 kill kill VERB gh93gx44x82 2 29 more more ADJ gh93gx44x82 2 30 eab eab NOUN gh93gx44x82 2 31 larvae larvae NOUN gh93gx44x82 2 32 when when SCONJ gh93gx44x82 2 33 challenged challenge VERB gh93gx44x82 2 34 in in ADP gh93gx44x82 2 35 greenhouse greenhouse NOUN gh93gx44x82 2 36 studies study NOUN gh93gx44x82 2 37 . . PUNCT gh93gx44x82 3 1 we we PRON gh93gx44x82 3 2 combined combine VERB gh93gx44x82 3 3 untargeted untargete VERB gh93gx44x82 3 4 metabolomics metabolomic NOUN gh93gx44x82 3 5 and and CCONJ gh93gx44x82 3 6 associative associative ADJ gh93gx44x82 3 7 transcriptomics transcriptomic NOUN gh93gx44x82 3 8 with with ADP gh93gx44x82 3 9 intensive intensive ADJ gh93gx44x82 3 10 phenotyping phenotyping NOUN gh93gx44x82 3 11 of of ADP gh93gx44x82 3 12 structured structured ADJ gh93gx44x82 3 13 populations population NOUN gh93gx44x82 3 14 of of ADP gh93gx44x82 3 15 progeny progeny NOUN gh93gx44x82 3 16 from from ADP gh93gx44x82 3 17 susceptible susceptible ADJ gh93gx44x82 3 18 or or CCONJ gh93gx44x82 3 19 lingering linger VERB gh93gx44x82 3 20 ash ash NOUN gh93gx44x82 3 21 parents parent NOUN gh93gx44x82 3 22 to to PART gh93gx44x82 3 23 detect detect VERB gh93gx44x82 3 24 chemotypes chemotype NOUN gh93gx44x82 3 25 and and CCONJ gh93gx44x82 3 26 differentially differentially ADV gh93gx44x82 3 27 expressed express VERB gh93gx44x82 3 28 genes gene NOUN gh93gx44x82 3 29 associated associate VERB gh93gx44x82 3 30 with with ADP gh93gx44x82 3 31 defensive defensive ADJ gh93gx44x82 3 32 responses response NOUN gh93gx44x82 3 33 to to ADP gh93gx44x82 3 34 eab eab PROPN gh93gx44x82 3 35 . . PUNCT gh93gx44x82 4 1 the the DET gh93gx44x82 4 2 work work NOUN gh93gx44x82 4 3 in in ADP gh93gx44x82 4 4 this this DET gh93gx44x82 4 5 dissertation dissertation NOUN gh93gx44x82 4 6 utilizes utilize VERB gh93gx44x82 4 7 the the DET gh93gx44x82 4 8 phenotypic phenotypic ADJ gh93gx44x82 4 9 distribution distribution NOUN gh93gx44x82 4 10 ( ( PUNCT gh93gx44x82 4 11 0 0 NUM gh93gx44x82 4 12 - - SYM gh93gx44x82 4 13 100 100 NUM gh93gx44x82 4 14 % % NOUN gh93gx44x82 4 15 of of ADP gh93gx44x82 4 16 larval larval NOUN gh93gx44x82 4 17 killed kill VERB gh93gx44x82 4 18 ) ) PUNCT gh93gx44x82 4 19 of of ADP gh93gx44x82 4 20 progeny progeny NOUN gh93gx44x82 4 21 from from ADP gh93gx44x82 4 22 lingering linger VERB gh93gx44x82 4 23 - - PUNCT gh93gx44x82 4 24 by by ADP gh93gx44x82 4 25 - - PUNCT gh93gx44x82 4 26 lingering linger VERB gh93gx44x82 4 27 crosses crosse NOUN gh93gx44x82 4 28 and and CCONJ gh93gx44x82 4 29 susceptible susceptible ADJ gh93gx44x82 4 30 controls control NOUN gh93gx44x82 4 31 to to PART gh93gx44x82 4 32 provide provide VERB gh93gx44x82 4 33 novel novel ADJ gh93gx44x82 4 34 insights insight NOUN gh93gx44x82 4 35 into into ADP gh93gx44x82 4 36 effective effective ADJ gh93gx44x82 4 37 and and CCONJ gh93gx44x82 4 38 ineffective ineffective ADJ gh93gx44x82 4 39 responses response NOUN gh93gx44x82 4 40 deployed deploy VERB gh93gx44x82 4 41 by by ADP gh93gx44x82 4 42 green green ADJ gh93gx44x82 4 43 ash ash PROPN gh93gx44x82 4 44 against against ADP gh93gx44x82 4 45 eab eab NOUN gh93gx44x82 4 46 as as ADV gh93gx44x82 4 47 well well ADV gh93gx44x82 4 48 as as ADP gh93gx44x82 4 49 to to PART gh93gx44x82 4 50 provide provide VERB gh93gx44x82 4 51 resources resource NOUN gh93gx44x82 4 52 for for ADP gh93gx44x82 4 53 future future ADJ gh93gx44x82 4 54 research research NOUN gh93gx44x82 4 55 . . PUNCT gh93gx44x82 5 1 this this DET gh93gx44x82 5 2 investigation investigation NOUN gh93gx44x82 5 3 has have AUX gh93gx44x82 5 4 identified identify VERB gh93gx44x82 5 5 select select ADJ gh93gx44x82 5 6 secoiridoids secoiridoid NOUN gh93gx44x82 5 7 indicative indicative ADJ gh93gx44x82 5 8 of of ADP gh93gx44x82 5 9 a a DET gh93gx44x82 5 10 metabolite metabolite NOUN gh93gx44x82 5 11 - - PUNCT gh93gx44x82 5 12 based base VERB gh93gx44x82 5 13 response response NOUN gh93gx44x82 5 14 that that PRON gh93gx44x82 5 15 appears appear VERB gh93gx44x82 5 16 to to PART gh93gx44x82 5 17 be be AUX gh93gx44x82 5 18 ineffective ineffective ADJ gh93gx44x82 5 19 at at ADP gh93gx44x82 5 20 killing kill VERB gh93gx44x82 5 21 larvae larvae PROPN gh93gx44x82 5 22 , , PUNCT gh93gx44x82 5 23 alkaloids alkaloid VERB gh93gx44x82 5 24 that that PRON gh93gx44x82 5 25 may may AUX gh93gx44x82 5 26 have have VERB gh93gx44x82 5 27 a a DET gh93gx44x82 5 28 role role NOUN gh93gx44x82 5 29 in in ADP gh93gx44x82 5 30 an an DET gh93gx44x82 5 31 effective effective ADJ gh93gx44x82 5 32 defense defense NOUN gh93gx44x82 5 33 response response NOUN gh93gx44x82 5 34 , , PUNCT gh93gx44x82 5 35 and and CCONJ gh93gx44x82 5 36 a a DET gh93gx44x82 5 37 collection collection NOUN gh93gx44x82 5 38 of of ADP gh93gx44x82 5 39 differentially differentially ADV gh93gx44x82 5 40 expressed express VERB gh93gx44x82 5 41 features feature NOUN gh93gx44x82 5 42 in in ADP gh93gx44x82 5 43 the the DET gh93gx44x82 5 44 transcriptome transcriptome PROPN gh93gx44x82 5 45 association association NOUN gh93gx44x82 5 46 with with ADP gh93gx44x82 5 47 response response NOUN gh93gx44x82 5 48 to to ADP gh93gx44x82 5 49 infestation infestation NOUN gh93gx44x82 5 50 and and CCONJ gh93gx44x82 5 51 high high ADJ gh93gx44x82 5 52 larval larval NOUN gh93gx44x82 5 53 kill kill NOUN gh93gx44x82 5 54 , , PUNCT gh93gx44x82 5 55 providing provide VERB gh93gx44x82 5 56 future future ADJ gh93gx44x82 5 57 avenues avenue NOUN gh93gx44x82 5 58 to to PART gh93gx44x82 5 59 explore explore VERB gh93gx44x82 5 60 the the DET gh93gx44x82 5 61 effective effective ADJ gh93gx44x82 5 62 defense defense NOUN gh93gx44x82 5 63 deployed deploy VERB gh93gx44x82 5 64 by by ADP gh93gx44x82 5 65 select select ADJ gh93gx44x82 5 66 green green ADJ gh93gx44x82 5 67 ash ash NOUN gh93gx44x82 5 68 against against ADP gh93gx44x82 5 69 emerald emerald PROPN gh93gx44x82 5 70 ash ash PROPN gh93gx44x82 5 71 borer borer PROPN gh93gx44x82 5 72 . . PUNCT gh93gx44x82 6 1 this this DET gh93gx44x82 6 2 work work NOUN gh93gx44x82 6 3 integrates integrate VERB gh93gx44x82 6 4 intensive intensive ADJ gh93gx44x82 6 5 phenotyping phenotyping NOUN gh93gx44x82 6 6 of of ADP gh93gx44x82 6 7 structured structured ADJ gh93gx44x82 6 8 populations population NOUN gh93gx44x82 6 9 with with ADP gh93gx44x82 6 10 metabolomics metabolomic NOUN gh93gx44x82 6 11 and and CCONJ gh93gx44x82 6 12 transcriptomics transcriptomic NOUN gh93gx44x82 6 13 to to PART gh93gx44x82 6 14 explore explore VERB gh93gx44x82 6 15 plant plant NOUN gh93gx44x82 6 16 insect insect NOUN gh93gx44x82 6 17 interactions interaction NOUN gh93gx44x82 6 18 with with ADP gh93gx44x82 6 19 a a DET gh93gx44x82 6 20 multiyear multiyear ADJ gh93gx44x82 6 21 analysis analysis NOUN gh93gx44x82 6 22 of of ADP gh93gx44x82 6 23 metabolome metabolome NOUN gh93gx44x82 6 24 reproducibility reproducibility NOUN gh93gx44x82 6 25 . . PUNCT gh93gx44x82 7 1 from from ADP gh93gx44x82 7 2 this this DET gh93gx44x82 7 3 work work NOUN gh93gx44x82 7 4 , , PUNCT gh93gx44x82 7 5 we we PRON gh93gx44x82 7 6 propose propose VERB gh93gx44x82 7 7 a a DET gh93gx44x82 7 8 two two NUM gh93gx44x82 7 9 - - PUNCT gh93gx44x82 7 10 part part NOUN gh93gx44x82 7 11 model model NOUN gh93gx44x82 7 12 for for ADP gh93gx44x82 7 13 the the DET gh93gx44x82 7 14 north north PROPN gh93gx44x82 7 15 american american PROPN gh93gx44x82 7 16 fraxinus fraxinu NOUN gh93gx44x82 7 17 response response NOUN gh93gx44x82 7 18 to to ADP gh93gx44x82 7 19 eab eab NOUN gh93gx44x82 7 20 wherein wherein SCONJ gh93gx44x82 7 21 every every DET gh93gx44x82 7 22 individual individual NOUN gh93gx44x82 7 23 has have VERB gh93gx44x82 7 24 the the DET gh93gx44x82 7 25 capacity capacity NOUN gh93gx44x82 7 26 to to PART gh93gx44x82 7 27 respond respond VERB gh93gx44x82 7 28 to to ADP gh93gx44x82 7 29 eab eab NOUN gh93gx44x82 7 30 , , PUNCT gh93gx44x82 7 31 but but CCONJ gh93gx44x82 7 32 only only ADV gh93gx44x82 7 33 certain certain ADJ gh93gx44x82 7 34 trees tree NOUN gh93gx44x82 7 35 mount mount VERB gh93gx44x82 7 36 an an DET gh93gx44x82 7 37 effective effective ADJ gh93gx44x82 7 38 induced induce VERB gh93gx44x82 7 39 defense defense NOUN gh93gx44x82 7 40 response response NOUN gh93gx44x82 7 41 that that PRON gh93gx44x82 7 42 kills kill VERB gh93gx44x82 7 43 enough enough ADJ gh93gx44x82 7 44 eab eab NOUN gh93gx44x82 7 45 larvae larvae NOUN gh93gx44x82 7 46 to to PART gh93gx44x82 7 47 prevent prevent VERB gh93gx44x82 7 48 lethal lethal ADJ gh93gx44x82 7 49 damage damage NOUN gh93gx44x82 7 50 to to ADP gh93gx44x82 7 51 the the DET gh93gx44x82 7 52 vascular vascular ADJ gh93gx44x82 7 53 system system NOUN gh93gx44x82 7 54 . . PUNCT