id sid tid token lemma pos h989r210w6s 1 1 the the DET h989r210w6s 1 2 american american ADJ h989r210w6s 1 3 cancer cancer NOUN h989r210w6s 1 4 society society PROPN h989r210w6s 1 5 estimates estimate VERB h989r210w6s 1 6 that that SCONJ h989r210w6s 1 7 there there PRON h989r210w6s 1 8 will will AUX h989r210w6s 1 9 be be AUX h989r210w6s 1 10 more more ADJ h989r210w6s 1 11 than than ADP h989r210w6s 1 12 1.7 1.7 NUM h989r210w6s 1 13 million million NUM h989r210w6s 1 14 new new ADJ h989r210w6s 1 15 cases case NOUN h989r210w6s 1 16 of of ADP h989r210w6s 1 17 cancer cancer NOUN h989r210w6s 1 18 diagnosed diagnose VERB h989r210w6s 1 19 in in ADP h989r210w6s 1 20 2018 2018 NUM h989r210w6s 1 21 , , PUNCT h989r210w6s 1 22 so so SCONJ h989r210w6s 1 23 the the DET h989r210w6s 1 24 need need NOUN h989r210w6s 1 25 for for ADP h989r210w6s 1 26 understanding understand VERB h989r210w6s 1 27 the the DET h989r210w6s 1 28 molecular molecular ADJ h989r210w6s 1 29 mechanisms mechanism NOUN h989r210w6s 1 30 of of ADP h989r210w6s 1 31 cancer cancer NOUN h989r210w6s 1 32 is be AUX h989r210w6s 1 33 great great ADJ h989r210w6s 1 34 . . PUNCT h989r210w6s 2 1 research research NOUN h989r210w6s 2 2 has have AUX h989r210w6s 2 3 long long ADV h989r210w6s 2 4 suggested suggest VERB h989r210w6s 2 5 that that SCONJ h989r210w6s 2 6 the the DET h989r210w6s 2 7 necrotic necrotic ADJ h989r210w6s 2 8 core core NOUN h989r210w6s 2 9 of of ADP h989r210w6s 2 10 tumors tumor NOUN h989r210w6s 2 11 may may AUX h989r210w6s 2 12 not not PART h989r210w6s 2 13 receive receive VERB h989r210w6s 2 14 the the DET h989r210w6s 2 15 full full ADJ h989r210w6s 2 16 dose dose NOUN h989r210w6s 2 17 of of ADP h989r210w6s 2 18 treatment treatment NOUN h989r210w6s 2 19 and and CCONJ h989r210w6s 2 20 the the DET h989r210w6s 2 21 cells cell NOUN h989r210w6s 2 22 residing reside VERB h989r210w6s 2 23 there there ADV h989r210w6s 2 24 can can AUX h989r210w6s 2 25 ultimately ultimately ADV h989r210w6s 2 26 be be AUX h989r210w6s 2 27 responsible responsible ADJ h989r210w6s 2 28 for for ADP h989r210w6s 2 29 cancer cancer NOUN h989r210w6s 2 30 progression.spatial progression.spatial ADJ h989r210w6s 2 31 analysis analysis NOUN h989r210w6s 2 32 of of ADP h989r210w6s 2 33 chemical chemical NOUN h989r210w6s 2 34 species specie NOUN h989r210w6s 2 35 can can AUX h989r210w6s 2 36 allow allow VERB h989r210w6s 2 37 one one PRON h989r210w6s 2 38 to to PART h989r210w6s 2 39 detect detect VERB h989r210w6s 2 40 small small ADJ h989r210w6s 2 41 changes change NOUN h989r210w6s 2 42 over over ADP h989r210w6s 2 43 time time NOUN h989r210w6s 2 44 and and CCONJ h989r210w6s 2 45 differences difference NOUN h989r210w6s 2 46 between between ADP h989r210w6s 2 47 data datum NOUN h989r210w6s 2 48 sets set NOUN h989r210w6s 2 49 . . PUNCT h989r210w6s 3 1 this this DET h989r210w6s 3 2 type type NOUN h989r210w6s 3 3 of of ADP h989r210w6s 3 4 analysis analysis NOUN h989r210w6s 3 5 allows allow VERB h989r210w6s 3 6 for for SCONJ h989r210w6s 3 7 important important ADJ h989r210w6s 3 8 questions question NOUN h989r210w6s 3 9 to to PART h989r210w6s 3 10 be be AUX h989r210w6s 3 11 critically critically ADV h989r210w6s 3 12 analyzed analyze VERB h989r210w6s 3 13 beyond beyond ADP h989r210w6s 3 14 the the DET h989r210w6s 3 15 scope scope NOUN h989r210w6s 3 16 of of ADP h989r210w6s 3 17 a a DET h989r210w6s 3 18 simple simple ADJ h989r210w6s 3 19 one one NUM h989r210w6s 3 20 - - PUNCT h989r210w6s 3 21 dimensional dimensional ADJ h989r210w6s 3 22 analysis analysis NOUN h989r210w6s 3 23 . . PUNCT h989r210w6s 4 1 these these DET h989r210w6s 4 2 spatial spatial ADJ h989r210w6s 4 3 localizations localization NOUN h989r210w6s 4 4 can can AUX h989r210w6s 4 5 be be AUX h989r210w6s 4 6 analyzed analyze VERB h989r210w6s 4 7 in in ADP h989r210w6s 4 8 numerous numerous ADJ h989r210w6s 4 9 ways way NOUN h989r210w6s 4 10 . . PUNCT h989r210w6s 5 1 however however ADV h989r210w6s 5 2 , , PUNCT h989r210w6s 5 3 the the DET h989r210w6s 5 4 techniques technique NOUN h989r210w6s 5 5 utilized utilize VERB h989r210w6s 5 6 within within ADP h989r210w6s 5 7 this this DET h989r210w6s 5 8 document document NOUN h989r210w6s 5 9 include include VERB h989r210w6s 5 10 matrix matrix NOUN h989r210w6s 5 11 - - PUNCT h989r210w6s 5 12 assisted assist VERB h989r210w6s 5 13 laser laser NOUN h989r210w6s 5 14 desorption desorption NOUN h989r210w6s 5 15 / / SYM h989r210w6s 5 16 ionization ionization NOUN h989r210w6s 5 17 - - PUNCT h989r210w6s 5 18 mass mass NOUN h989r210w6s 5 19 spectrometry spectrometry NOUN h989r210w6s 5 20 imaging imaging NOUN h989r210w6s 5 21 ( ( PUNCT h989r210w6s 5 22 maldi maldi PROPN h989r210w6s 5 23 msi msi PROPN h989r210w6s 5 24 ) ) PUNCT h989r210w6s 5 25 and and CCONJ h989r210w6s 5 26 stable stable ADJ h989r210w6s 5 27 isotope isotope NOUN h989r210w6s 5 28 labeling labeling NOUN h989r210w6s 5 29 by by ADP h989r210w6s 5 30 amino amino NOUN h989r210w6s 5 31 acids acid NOUN h989r210w6s 5 32 in in ADP h989r210w6s 5 33 cell cell NOUN h989r210w6s 5 34 culture culture NOUN h989r210w6s 5 35 ( ( PUNCT h989r210w6s 5 36 silac silac PROPN h989r210w6s 5 37 ) ) PUNCT h989r210w6s 5 38 followed follow VERB h989r210w6s 5 39 by by ADP h989r210w6s 5 40 liquid liquid ADJ h989r210w6s 5 41 chromatography chromatography NOUN h989r210w6s 5 42 tandem tandem PROPN h989r210w6s 5 43 mass mass NOUN h989r210w6s 5 44 spectrometry spectrometry NOUN h989r210w6s 5 45 ( ( PUNCT h989r210w6s 5 46 lc lc PROPN h989r210w6s 5 47 - - PUNCT h989r210w6s 5 48 ms ms NOUN h989r210w6s 5 49 / / SYM h989r210w6s 5 50 ms).tumors ms).tumor NOUN h989r210w6s 5 51 in in ADP h989r210w6s 5 52 vivo vivo NOUN h989r210w6s 5 53 have have VERB h989r210w6s 5 54 a a DET h989r210w6s 5 55 complex complex ADJ h989r210w6s 5 56 microenvironment microenvironment NOUN h989r210w6s 5 57 and and CCONJ h989r210w6s 5 58 researchers researcher NOUN h989r210w6s 5 59 have have AUX h989r210w6s 5 60 spent spend VERB h989r210w6s 5 61 decades decade NOUN h989r210w6s 5 62 developing develop VERB h989r210w6s 5 63 different different ADJ h989r210w6s 5 64 models model NOUN h989r210w6s 5 65 to to PART h989r210w6s 5 66 test test VERB h989r210w6s 5 67 the the DET h989r210w6s 5 68 efficacy efficacy NOUN h989r210w6s 5 69 of of ADP h989r210w6s 5 70 novel novel ADJ h989r210w6s 5 71 treatments treatment NOUN h989r210w6s 5 72 . . PUNCT h989r210w6s 6 1 the the DET h989r210w6s 6 2 work work NOUN h989r210w6s 6 3 described describe VERB h989r210w6s 6 4 in in ADP h989r210w6s 6 5 this this DET h989r210w6s 6 6 document document NOUN h989r210w6s 6 7 utilizes utilize VERB h989r210w6s 6 8 a a DET h989r210w6s 6 9 three three NUM h989r210w6s 6 10 - - PUNCT h989r210w6s 6 11 dimensional dimensional ADJ h989r210w6s 6 12 cell cell NOUN h989r210w6s 6 13 culture culture NOUN h989r210w6s 6 14 system system NOUN h989r210w6s 6 15 . . PUNCT h989r210w6s 7 1 these these DET h989r210w6s 7 2 multicellular multicellular ADJ h989r210w6s 7 3 aggregates aggregate NOUN h989r210w6s 7 4 referred refer VERB h989r210w6s 7 5 to to ADP h989r210w6s 7 6 as as ADP h989r210w6s 7 7 tumor tumor NOUN h989r210w6s 7 8 spheroids spheroid NOUN h989r210w6s 7 9 , , PUNCT h989r210w6s 7 10 display display VERB h989r210w6s 7 11 pathophysiological pathophysiological ADJ h989r210w6s 7 12 gradients gradient NOUN h989r210w6s 7 13 that that PRON h989r210w6s 7 14 are be AUX h989r210w6s 7 15 more more ADV h989r210w6s 7 16 complex complex ADJ h989r210w6s 7 17 than than ADP h989r210w6s 7 18 conventional conventional ADJ h989r210w6s 7 19 two two NUM h989r210w6s 7 20 - - PUNCT h989r210w6s 7 21 dimensional dimensional ADJ h989r210w6s 7 22 cell cell NOUN h989r210w6s 7 23 cultures culture NOUN h989r210w6s 7 24 in in ADP h989r210w6s 7 25 addition addition NOUN h989r210w6s 7 26 to to ADP h989r210w6s 7 27 being be AUX h989r210w6s 7 28 higher high ADJ h989r210w6s 7 29 throughput throughput NOUN h989r210w6s 7 30 than than SCONJ h989r210w6s 7 31 animal animal NOUN h989r210w6s 7 32 models.the models.the DET h989r210w6s 7 33 main main ADJ h989r210w6s 7 34 focus focus NOUN h989r210w6s 7 35 of of ADP h989r210w6s 7 36 this this DET h989r210w6s 7 37 work work NOUN h989r210w6s 7 38 is be AUX h989r210w6s 7 39 liposomal liposomal ADJ h989r210w6s 7 40 drug drug NOUN h989r210w6s 7 41 carrier carrier NOUN h989r210w6s 7 42 distribution distribution NOUN h989r210w6s 7 43 within within ADP h989r210w6s 7 44 tumor tumor NOUN h989r210w6s 7 45 spheroids spheroid NOUN h989r210w6s 7 46 . . PUNCT h989r210w6s 8 1 these these DET h989r210w6s 8 2 nano nano NOUN h989r210w6s 8 3 - - PUNCT h989r210w6s 8 4 carriers carrier NOUN h989r210w6s 8 5 have have VERB h989r210w6s 8 6 the the DET h989r210w6s 8 7 ability ability NOUN h989r210w6s 8 8 to to PART h989r210w6s 8 9 positively positively ADV h989r210w6s 8 10 alter alter VERB h989r210w6s 8 11 pharmacokinetics pharmacokinetic NOUN h989r210w6s 8 12 profiles profile NOUN h989r210w6s 8 13 and and CCONJ h989r210w6s 8 14 have have VERB h989r210w6s 8 15 the the DET h989r210w6s 8 16 capability capability NOUN h989r210w6s 8 17 for for ADP h989r210w6s 8 18 encapsulation encapsulation NOUN h989r210w6s 8 19 of of ADP h989r210w6s 8 20 therapeutics therapeutic NOUN h989r210w6s 8 21 . . PUNCT h989r210w6s 9 1 doxorubicin doxorubicin PROPN h989r210w6s 9 2 was be AUX h989r210w6s 9 3 the the DET h989r210w6s 9 4 chemotherapeutic chemotherapeutic NOUN h989r210w6s 9 5 utilized utilize VERB h989r210w6s 9 6 in in ADP h989r210w6s 9 7 this this DET h989r210w6s 9 8 work work NOUN h989r210w6s 9 9 due due ADP h989r210w6s 9 10 to to ADP h989r210w6s 9 11 its its PRON h989r210w6s 9 12 native native ADJ h989r210w6s 9 13 fluorescent fluorescent NOUN h989r210w6s 9 14 properties property NOUN h989r210w6s 9 15 as as ADV h989r210w6s 9 16 well well ADV h989r210w6s 9 17 as as ADP h989r210w6s 9 18 its its PRON h989r210w6s 9 19 ability ability NOUN h989r210w6s 9 20 to to PART h989r210w6s 9 21 be be AUX h989r210w6s 9 22 detected detect VERB h989r210w6s 9 23 using use VERB h989r210w6s 9 24 mass mass NOUN h989r210w6s 9 25 spectrometry spectrometry NOUN h989r210w6s 9 26 . . PUNCT h989r210w6s 10 1 the the DET h989r210w6s 10 2 work work NOUN h989r210w6s 10 3 described describe VERB h989r210w6s 10 4 herein herein ADV h989r210w6s 10 5 develops develop VERB h989r210w6s 10 6 a a DET h989r210w6s 10 7 new new ADJ h989r210w6s 10 8 platform platform NOUN h989r210w6s 10 9 that that PRON h989r210w6s 10 10 can can AUX h989r210w6s 10 11 readily readily ADV h989r210w6s 10 12 be be AUX h989r210w6s 10 13 analyzed analyze VERB h989r210w6s 10 14 using use VERB h989r210w6s 10 15 maldi maldi PROPN h989r210w6s 10 16 msi msi PROPN h989r210w6s 10 17 , , PUNCT h989r210w6s 10 18 something something PRON h989r210w6s 10 19 that that PRON h989r210w6s 10 20 has have AUX h989r210w6s 10 21 not not PART h989r210w6s 10 22 previously previously ADV h989r210w6s 10 23 been be AUX h989r210w6s 10 24 done do VERB h989r210w6s 10 25 . . PUNCT h989r210w6s 11 1 additional additional ADJ h989r210w6s 11 2 work work NOUN h989r210w6s 11 3 presented present VERB h989r210w6s 11 4 herein herein ADV h989r210w6s 11 5 describes describe VERB h989r210w6s 11 6 a a DET h989r210w6s 11 7 silac silac PROPN h989r210w6s 11 8 labeling labeling NOUN h989r210w6s 11 9 approach approach NOUN h989r210w6s 11 10 that that PRON h989r210w6s 11 11 creates create VERB h989r210w6s 11 12 a a DET h989r210w6s 11 13 " " PUNCT h989r210w6s 11 14 zip zip NOUN h989r210w6s 11 15 code code NOUN h989r210w6s 11 16 " " PUNCT h989r210w6s 11 17 system system NOUN h989r210w6s 11 18 for for ADP h989r210w6s 11 19 proteins protein NOUN h989r210w6s 11 20 residing reside VERB h989r210w6s 11 21 in in ADP h989r210w6s 11 22 the the DET h989r210w6s 11 23 various various ADJ h989r210w6s 11 24 cellular cellular ADJ h989r210w6s 11 25 populations population NOUN h989r210w6s 11 26 of of ADP h989r210w6s 11 27 a a DET h989r210w6s 11 28 tumor tumor NOUN h989r210w6s 11 29 spheroid.all spheroid.all NOUN h989r210w6s 11 30 together together ADV h989r210w6s 11 31 this this DET h989r210w6s 11 32 work work NOUN h989r210w6s 11 33 focuses focus VERB h989r210w6s 11 34 on on ADP h989r210w6s 11 35 the the DET h989r210w6s 11 36 spatial spatial ADJ h989r210w6s 11 37 localizations localization NOUN h989r210w6s 11 38 of of ADP h989r210w6s 11 39 endogenous endogenous ADJ h989r210w6s 11 40 and and CCONJ h989r210w6s 11 41 exogenous exogenous ADJ h989r210w6s 11 42 molecules molecule NOUN h989r210w6s 11 43 within within ADP h989r210w6s 11 44 tumor tumor NOUN h989r210w6s 11 45 spheroids spheroid NOUN h989r210w6s 11 46 . . PUNCT