id sid tid token lemma pos vt150g38b38 1 1 malaria malaria NOUN vt150g38b38 1 2 mortality mortality NOUN vt150g38b38 1 3 has have AUX vt150g38b38 1 4 decreased decrease VERB vt150g38b38 1 5 substantially substantially ADV vt150g38b38 1 6 since since SCONJ vt150g38b38 1 7 2000 2000 NUM vt150g38b38 1 8 , , PUNCT vt150g38b38 1 9 largely largely ADV vt150g38b38 1 10 due due ADJ vt150g38b38 1 11 to to ADP vt150g38b38 1 12 the the DET vt150g38b38 1 13 success success NOUN vt150g38b38 1 14 of of ADP vt150g38b38 1 15 artemisinin artemisinin ADJ vt150g38b38 1 16 combination combination NOUN vt150g38b38 1 17 therapies therapy NOUN vt150g38b38 1 18 ( ( PUNCT vt150g38b38 1 19 acts act NOUN vt150g38b38 1 20 ) ) PUNCT vt150g38b38 1 21 . . PUNCT vt150g38b38 2 1 however however ADV vt150g38b38 2 2 , , PUNCT vt150g38b38 2 3 these these DET vt150g38b38 2 4 gains gain NOUN vt150g38b38 2 5 are be AUX vt150g38b38 2 6 threatened threaten VERB vt150g38b38 2 7 by by ADP vt150g38b38 2 8 the the DET vt150g38b38 2 9 emergence emergence NOUN vt150g38b38 2 10 of of ADP vt150g38b38 2 11 artemisinin artemisinin ADJ vt150g38b38 2 12 resistance resistance NOUN vt150g38b38 2 13 in in ADP vt150g38b38 2 14 southeast southeast PROPN vt150g38b38 2 15 asia asia PROPN vt150g38b38 2 16 . . PUNCT vt150g38b38 3 1 if if SCONJ vt150g38b38 3 2 artemisinin artemisinin ADJ vt150g38b38 3 3 resistance resistance NOUN vt150g38b38 3 4 spreads spread VERB vt150g38b38 3 5 from from ADP vt150g38b38 3 6 southeast southeast PROPN vt150g38b38 3 7 asia asia PROPN vt150g38b38 3 8 to to ADP vt150g38b38 3 9 africa africa PROPN vt150g38b38 3 10 , , PUNCT vt150g38b38 3 11 as as SCONJ vt150g38b38 3 12 has have AUX vt150g38b38 3 13 happened happen VERB vt150g38b38 3 14 for for ADP vt150g38b38 3 15 other other ADJ vt150g38b38 3 16 drugs drug NOUN vt150g38b38 3 17 , , PUNCT vt150g38b38 3 18 malaria malaria NOUN vt150g38b38 3 19 deaths death NOUN vt150g38b38 3 20 due due ADP vt150g38b38 3 21 to to ADP vt150g38b38 3 22 plasmodium plasmodium NOUN vt150g38b38 3 23 falciparum falciparum NOUN vt150g38b38 3 24 would would AUX vt150g38b38 3 25 increase increase VERB vt150g38b38 3 26 dramatically dramatically ADV vt150g38b38 3 27 . . PUNCT vt150g38b38 4 1 there there PRON vt150g38b38 4 2 is be VERB vt150g38b38 4 3 an an DET vt150g38b38 4 4 urgent urgent ADJ vt150g38b38 4 5 need need NOUN vt150g38b38 4 6 to to PART vt150g38b38 4 7 develop develop VERB vt150g38b38 4 8 new new ADJ vt150g38b38 4 9 classes class NOUN vt150g38b38 4 10 of of ADP vt150g38b38 4 11 effective effective ADJ vt150g38b38 4 12 antimalarial antimalarial ADJ vt150g38b38 4 13 drugs drug NOUN vt150g38b38 4 14 and and CCONJ vt150g38b38 4 15 to to PART vt150g38b38 4 16 extend extend VERB vt150g38b38 4 17 the the DET vt150g38b38 4 18 effectiveness effectiveness NOUN vt150g38b38 4 19 of of ADP vt150g38b38 4 20 acts act NOUN vt150g38b38 4 21 . . PUNCT vt150g38b38 5 1 historically historically ADV vt150g38b38 5 2 , , PUNCT vt150g38b38 5 3 acts act VERB vt150g38b38 5 4 contain contain VERB vt150g38b38 5 5 partner partner NOUN vt150g38b38 5 6 drugs drug NOUN vt150g38b38 5 7 with with ADP vt150g38b38 5 8 a a DET vt150g38b38 5 9 long long ADJ vt150g38b38 5 10 metabolic metabolic ADJ vt150g38b38 5 11 half half ADJ vt150g38b38 5 12 - - PUNCT vt150g38b38 5 13 life life NOUN vt150g38b38 5 14 to to PART vt150g38b38 5 15 counteract counteract VERB vt150g38b38 5 16 the the DET vt150g38b38 5 17 rapid rapid ADJ vt150g38b38 5 18 metabolism metabolism NOUN vt150g38b38 5 19 of of ADP vt150g38b38 5 20 artemisinin artemisinin PROPN vt150g38b38 5 21 . . PUNCT vt150g38b38 6 1 ideally ideally ADV vt150g38b38 6 2 , , PUNCT vt150g38b38 6 3 partner partner NOUN vt150g38b38 6 4 drugs drug NOUN vt150g38b38 6 5 in in ADP vt150g38b38 6 6 combination combination NOUN vt150g38b38 6 7 therapies therapy NOUN vt150g38b38 6 8 should should AUX vt150g38b38 6 9 act act VERB vt150g38b38 6 10 synergistically synergistically ADV vt150g38b38 6 11 , , PUNCT vt150g38b38 6 12 targeting target VERB vt150g38b38 6 13 different different ADJ vt150g38b38 6 14 pathways pathway NOUN vt150g38b38 6 15 . . PUNCT vt150g38b38 7 1 this this PRON vt150g38b38 7 2 requires require VERB vt150g38b38 7 3 knowledge knowledge NOUN vt150g38b38 7 4 of of ADP vt150g38b38 7 5 drug drug NOUN vt150g38b38 7 6 mechanism mechanism NOUN vt150g38b38 7 7 of of ADP vt150g38b38 7 8 action action NOUN vt150g38b38 7 9 ( ( PUNCT vt150g38b38 7 10 moa moa PROPN vt150g38b38 7 11 ) ) PUNCT vt150g38b38 7 12 and and CCONJ vt150g38b38 7 13 mechanism mechanism NOUN vt150g38b38 7 14 of of ADP vt150g38b38 7 15 resistance resistance NOUN vt150g38b38 7 16 ( ( PUNCT vt150g38b38 7 17 mor mor PROPN vt150g38b38 7 18 ) ) PUNCT vt150g38b38 7 19 , , PUNCT vt150g38b38 7 20 which which PRON vt150g38b38 7 21 may may AUX vt150g38b38 7 22 not not PART vt150g38b38 7 23 be be AUX vt150g38b38 7 24 related relate VERB vt150g38b38 7 25 to to ADP vt150g38b38 7 26 moa moa PROPN vt150g38b38 7 27 . . PUNCT vt150g38b38 8 1 unfortunately unfortunately ADV vt150g38b38 8 2 , , PUNCT vt150g38b38 8 3 moa moa PROPN vt150g38b38 8 4 and and CCONJ vt150g38b38 8 5 mor mor PROPN vt150g38b38 8 6 are be AUX vt150g38b38 8 7 difficult difficult ADJ vt150g38b38 8 8 to to PART vt150g38b38 8 9 determine determine VERB vt150g38b38 8 10 for for ADP vt150g38b38 8 11 large large ADJ vt150g38b38 8 12 numbers number NOUN vt150g38b38 8 13 of of ADP vt150g38b38 8 14 drugs drug NOUN vt150g38b38 8 15 using use VERB vt150g38b38 8 16 standard standard ADJ vt150g38b38 8 17 methods method NOUN vt150g38b38 8 18 . . PUNCT vt150g38b38 9 1 understanding understand VERB vt150g38b38 9 2 moa moa PROPN vt150g38b38 9 3 and and CCONJ vt150g38b38 9 4 mor mor PROPN vt150g38b38 9 5 for for ADP vt150g38b38 9 6 artemisinin artemisinin PROPN vt150g38b38 9 7 and and CCONJ vt150g38b38 9 8 candidate candidate NOUN vt150g38b38 9 9 drugs drug NOUN vt150g38b38 9 10 will will AUX vt150g38b38 9 11 enhance enhance VERB vt150g38b38 9 12 our our PRON vt150g38b38 9 13 ability ability NOUN vt150g38b38 9 14 to to PART vt150g38b38 9 15 rationally rationally ADV vt150g38b38 9 16 identify identify VERB vt150g38b38 9 17 optimal optimal ADJ vt150g38b38 9 18 act act NOUN vt150g38b38 9 19 partner partner NOUN vt150g38b38 9 20 drugs drug NOUN vt150g38b38 9 21 to to PART vt150g38b38 9 22 overcome overcome VERB vt150g38b38 9 23 existing exist VERB vt150g38b38 9 24 resistance resistance NOUN vt150g38b38 9 25 and and CCONJ vt150g38b38 9 26 to to PART vt150g38b38 9 27 buy buy VERB vt150g38b38 9 28 time time NOUN vt150g38b38 9 29 to to PART vt150g38b38 9 30 allow allow VERB vt150g38b38 9 31 new new ADJ vt150g38b38 9 32 drugs drug NOUN vt150g38b38 9 33 to to PART vt150g38b38 9 34 progress progress VERB vt150g38b38 9 35 through through ADP vt150g38b38 9 36 the the DET vt150g38b38 9 37 drug drug NOUN vt150g38b38 9 38 development development NOUN vt150g38b38 9 39 pipeline.transcription pipeline.transcription NOUN vt150g38b38 9 40 profiling profiling NOUN vt150g38b38 9 41 and and CCONJ vt150g38b38 9 42 chemogenomic chemogenomic ADJ vt150g38b38 9 43 profiling profiling NOUN vt150g38b38 9 44 are be AUX vt150g38b38 9 45 ideal ideal ADJ vt150g38b38 9 46 for for ADP vt150g38b38 9 47 quickly quickly ADV vt150g38b38 9 48 evaluating evaluate VERB vt150g38b38 9 49 moa moa NOUN vt150g38b38 9 50 of of ADP vt150g38b38 9 51 many many ADJ vt150g38b38 9 52 compounds compound NOUN vt150g38b38 9 53 . . PUNCT vt150g38b38 10 1 chemogenomic chemogenomic ADJ vt150g38b38 10 2 profiling profiling NOUN vt150g38b38 10 3 is be AUX vt150g38b38 10 4 a a DET vt150g38b38 10 5 powerful powerful ADJ vt150g38b38 10 6 tool tool NOUN vt150g38b38 10 7 for for ADP vt150g38b38 10 8 determining determine VERB vt150g38b38 10 9 drug drug NOUN vt150g38b38 10 10 moa moa NOUN vt150g38b38 10 11 by by ADP vt150g38b38 10 12 comparing compare VERB vt150g38b38 10 13 profiles profile NOUN vt150g38b38 10 14 of of ADP vt150g38b38 10 15 susceptibilities susceptibility NOUN vt150g38b38 10 16 to to ADP vt150g38b38 10 17 a a DET vt150g38b38 10 18 panel panel NOUN vt150g38b38 10 19 of of ADP vt150g38b38 10 20 drugs drug NOUN vt150g38b38 10 21 in in ADP vt150g38b38 10 22 a a DET vt150g38b38 10 23 collection collection NOUN vt150g38b38 10 24 of of ADP vt150g38b38 10 25 mutant mutant ADJ vt150g38b38 10 26 lines line NOUN vt150g38b38 10 27 representing represent VERB vt150g38b38 10 28 a a DET vt150g38b38 10 29 wide wide ADJ vt150g38b38 10 30 range range NOUN vt150g38b38 10 31 of of ADP vt150g38b38 10 32 disrupted disrupt VERB vt150g38b38 10 33 genes gene NOUN vt150g38b38 10 34 . . PUNCT vt150g38b38 11 1 in in ADP vt150g38b38 11 2 our our PRON vt150g38b38 11 3 studies study NOUN vt150g38b38 11 4 , , PUNCT vt150g38b38 11 5 artemisinin artemisinin ADJ vt150g38b38 11 6 functional functional ADJ vt150g38b38 11 7 activity activity NOUN vt150g38b38 11 8 was be AUX vt150g38b38 11 9 linked link VERB vt150g38b38 11 10 to to PART vt150g38b38 11 11 signal signal VERB vt150g38b38 11 12 transduction transduction NOUN vt150g38b38 11 13 and and CCONJ vt150g38b38 11 14 cell cell NOUN vt150g38b38 11 15 cycle cycle NOUN vt150g38b38 11 16 regulation regulation NOUN vt150g38b38 11 17 pathways pathway NOUN vt150g38b38 11 18 . . PUNCT vt150g38b38 12 1 transcription transcription NOUN vt150g38b38 12 2 profiling profiling NOUN vt150g38b38 12 3 of of ADP vt150g38b38 12 4 plasmodium plasmodium NOUN vt150g38b38 12 5 parasites parasite NOUN vt150g38b38 12 6 perturbed perturb VERB vt150g38b38 12 7 briefly briefly ADV vt150g38b38 12 8 with with ADP vt150g38b38 12 9 sub sub ADJ vt150g38b38 12 10 - - ADJ vt150g38b38 12 11 lethal lethal ADJ vt150g38b38 12 12 concentrations concentration NOUN vt150g38b38 12 13 of of ADP vt150g38b38 12 14 drug drug NOUN vt150g38b38 12 15 can can AUX vt150g38b38 12 16 be be AUX vt150g38b38 12 17 used use VERB vt150g38b38 12 18 to to PART vt150g38b38 12 19 generate generate VERB vt150g38b38 12 20 a a DET vt150g38b38 12 21 drug drug NOUN vt150g38b38 12 22 pathway pathway NOUN vt150g38b38 12 23 fingerprint fingerprint NOUN vt150g38b38 12 24 to to PART vt150g38b38 12 25 infer infer VERB vt150g38b38 12 26 moa moa PROPN vt150g38b38 12 27 . . PUNCT vt150g38b38 13 1 transcriptional transcriptional NOUN vt150g38b38 13 2 signatures signature NOUN vt150g38b38 13 3 of of ADP vt150g38b38 13 4 artemisinin artemisinin ADJ vt150g38b38 13 5 resistance resistance NOUN vt150g38b38 13 6 can can AUX vt150g38b38 13 7 be be AUX vt150g38b38 13 8 used use VERB vt150g38b38 13 9 to to PART vt150g38b38 13 10 predict predict VERB vt150g38b38 13 11 novel novel ADJ vt150g38b38 13 12 partner partner NOUN vt150g38b38 13 13 drugs drug NOUN vt150g38b38 13 14 for for ADP vt150g38b38 13 15 acts act NOUN vt150g38b38 13 16 to to PART vt150g38b38 13 17 treat treat VERB vt150g38b38 13 18 artemisinin artemisinin PROPN vt150g38b38 13 19 resistant resistant ADJ vt150g38b38 13 20 infections.artemisinin infections.artemisinin PROPN vt150g38b38 13 21 mor mor PROPN vt150g38b38 13 22 is be AUX vt150g38b38 13 23 not not PART vt150g38b38 13 24 fully fully ADV vt150g38b38 13 25 understood understand VERB vt150g38b38 13 26 . . PUNCT vt150g38b38 14 1 pathway pathway NOUN vt150g38b38 14 2 - - PUNCT vt150g38b38 14 3 based base VERB vt150g38b38 14 4 networks network NOUN vt150g38b38 14 5 analysis analysis NOUN vt150g38b38 14 6 of of ADP vt150g38b38 14 7 genomic genomic ADJ vt150g38b38 14 8 variation variation NOUN vt150g38b38 14 9 data datum NOUN vt150g38b38 14 10 and and CCONJ vt150g38b38 14 11 gene gene NOUN vt150g38b38 14 12 expression expression NOUN vt150g38b38 14 13 data datum NOUN vt150g38b38 14 14 from from ADP vt150g38b38 14 15 published publish VERB vt150g38b38 14 16 studies study NOUN vt150g38b38 14 17 of of ADP vt150g38b38 14 18 artemisinin artemisinin ADJ vt150g38b38 14 19 resistance resistance NOUN vt150g38b38 14 20 can can AUX vt150g38b38 14 21 provide provide VERB vt150g38b38 14 22 a a DET vt150g38b38 14 23 more more ADV vt150g38b38 14 24 complete complete ADJ vt150g38b38 14 25 understanding understanding NOUN vt150g38b38 14 26 of of ADP vt150g38b38 14 27 the the DET vt150g38b38 14 28 mechanism mechanism NOUN vt150g38b38 14 29 underlying underlie VERB vt150g38b38 14 30 artemisinin artemisinin ADJ vt150g38b38 14 31 resistance resistance NOUN vt150g38b38 14 32 . . PUNCT vt150g38b38 15 1 understanding understand VERB vt150g38b38 15 2 moa moa PROPN vt150g38b38 15 3 for for ADP vt150g38b38 15 4 drug drug NOUN vt150g38b38 15 5 candidates candidate NOUN vt150g38b38 15 6 , , PUNCT vt150g38b38 15 7 along along ADP vt150g38b38 15 8 with with ADP vt150g38b38 15 9 a a DET vt150g38b38 15 10 thorough thorough ADJ vt150g38b38 15 11 understanding understanding NOUN vt150g38b38 15 12 of of ADP vt150g38b38 15 13 artemisinin artemisinin PROPN vt150g38b38 15 14 mor mor PROPN vt150g38b38 15 15 would would AUX vt150g38b38 15 16 enhance enhance VERB vt150g38b38 15 17 efforts effort NOUN vt150g38b38 15 18 to to PART vt150g38b38 15 19 design design VERB vt150g38b38 15 20 new new ADJ vt150g38b38 15 21 combination combination NOUN vt150g38b38 15 22 therapies therapy NOUN vt150g38b38 15 23 that that PRON vt150g38b38 15 24 can can AUX vt150g38b38 15 25 circumvent circumvent VERB vt150g38b38 15 26 artemisinin artemisinin ADJ vt150g38b38 15 27 resistance resistance NOUN vt150g38b38 15 28 . . PUNCT