Transcriptomic Profiling of MSI-H/dMMR Gastrointestinal Tumors to Identify Determinants of Responsiveness to Anti–PD-1 Therapy

Transcriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the predictors of response to PD-1 blockade. Thirty-six patients with MSI-H/dMMR gastrointestinal tumors, including gastric cancer, colorectal canc...

Full description

Saved in:
Bibliographic Details
Published inClinical cancer research Vol. 28; no. 10; pp. 2110 - 2117
Main Authors Chida, Keigo, Kawazoe, Akihito, Suzuki, Toshihiro, Kawazu, Masahito, Ueno, Toshihide, Takenouchi, Kazumasa, Nakamura, Yoshiaki, Kuboki, Yasutoshi, Kotani, Daisuke, Kojima, Takashi, Bando, Hideaki, Mishima, Saori, Kuwata, Takeshi, Sakamoto, Naoya, Watanabe, Jun, Mano, Hiroyuki, Ikeda, Masafumi, Shitara, Kohei, Endo, Itaru, Nakatsura, Tetsuya, Yoshino, Takayuki
Format Journal Article
LanguageEnglish
Published United States American Association for Cancer Research 13.05.2022
Subjects
Online AccessGet full text

Cover

Loading…
Abstract Transcriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the predictors of response to PD-1 blockade. Thirty-six patients with MSI-H/dMMR gastrointestinal tumors, including gastric cancer, colorectal cancer, cholangiocarcinoma, small intestine cancer, and pancreatic cancer, being treated with PD-1 blockade were analyzed. We conducted the transcriptomic analysis of gastrointestinal tumors using RNA sequencing data, including the consensus molecular subtypes (CMS) of colorectal cancer. Gene set enrichment analysis (GSEA) demonstrated that non-responders had upregulations of epithelial-mesenchymal transition, angiogenesis, hypoxia, mTORC1, TNF-α, KRAS, Wnt/β-catenin, TGF-β, and various metabolism-related signaling pathways. Meanwhile, the IFNγ pathway was enriched in responders. On the basis of the leading-edge analysis of GSEA, VEGF-A was significantly correlated with enriched pathways in non-responders. Patients with high VEGF-A expression, compared with those with low expression, had significantly shorter progression-free survival [PFS; median 4.8 months vs. not reached (NR), P = 0.032] and overall survival (median 11.1 months vs. NR, P = 0.045). Among 13 patients with colorectal cancer evaluable for CMS classification, the objective response rate was 100%, 0%, 0%, and 16.7% in CMS1, CMS2, CMS3, and CMS4, respectively. Patients with CMS1 had significantly longer PFS (NR vs. 4.8 months, P = 0.017) than those with CMS2, CMS3, or CMS4. Several transcriptomic features, including CMS classification and related genes, were associated with response to PD-1 blockade in MSI-H/dMMR gastrointestinal tumors. These findings can help develop predictive biomarkers or combination immunotherapies.
AbstractList Transcriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the predictors of response to PD-1 blockade. Thirty-six patients with MSI-H/dMMR gastrointestinal tumors, including gastric cancer, colorectal cancer, cholangiocarcinoma, small intestine cancer, and pancreatic cancer, being treated with PD-1 blockade were analyzed. We conducted the transcriptomic analysis of gastrointestinal tumors using RNA sequencing data, including the consensus molecular subtypes (CMS) of colorectal cancer. Gene set enrichment analysis (GSEA) demonstrated that non-responders had upregulations of epithelial-mesenchymal transition, angiogenesis, hypoxia, mTORC1, TNF-α, KRAS, Wnt/β-catenin, TGF-β, and various metabolism-related signaling pathways. Meanwhile, the IFNγ pathway was enriched in responders. On the basis of the leading-edge analysis of GSEA, VEGF-A was significantly correlated with enriched pathways in non-responders. Patients with high VEGF-A expression, compared with those with low expression, had significantly shorter progression-free survival [PFS; median 4.8 months vs. not reached (NR), P = 0.032] and overall survival (median 11.1 months vs. NR, P = 0.045). Among 13 patients with colorectal cancer evaluable for CMS classification, the objective response rate was 100%, 0%, 0%, and 16.7% in CMS1, CMS2, CMS3, and CMS4, respectively. Patients with CMS1 had significantly longer PFS (NR vs. 4.8 months, P = 0.017) than those with CMS2, CMS3, or CMS4. Several transcriptomic features, including CMS classification and related genes, were associated with response to PD-1 blockade in MSI-H/dMMR gastrointestinal tumors. These findings can help develop predictive biomarkers or combination immunotherapies.
Transcriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the predictors of response to PD-1 blockade.PURPOSETranscriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the predictors of response to PD-1 blockade.Thirty-six patients with MSI-H/dMMR gastrointestinal tumors, including gastric cancer, colorectal cancer, cholangiocarcinoma, small intestine cancer, and pancreatic cancer, being treated with PD-1 blockade were analyzed. We conducted the transcriptomic analysis of gastrointestinal tumors using RNA sequencing data, including the consensus molecular subtypes (CMS) of colorectal cancer.EXPERIMENTAL DESIGNThirty-six patients with MSI-H/dMMR gastrointestinal tumors, including gastric cancer, colorectal cancer, cholangiocarcinoma, small intestine cancer, and pancreatic cancer, being treated with PD-1 blockade were analyzed. We conducted the transcriptomic analysis of gastrointestinal tumors using RNA sequencing data, including the consensus molecular subtypes (CMS) of colorectal cancer.Gene set enrichment analysis (GSEA) demonstrated that non-responders had upregulations of epithelial-mesenchymal transition, angiogenesis, hypoxia, mTORC1, TNF-α, KRAS, Wnt/β-catenin, TGF-β, and various metabolism-related signaling pathways. Meanwhile, the IFNγ pathway was enriched in responders. On the basis of the leading-edge analysis of GSEA, VEGF-A was significantly correlated with enriched pathways in non-responders. Patients with high VEGF-A expression, compared with those with low expression, had significantly shorter progression-free survival [PFS; median 4.8 months vs. not reached (NR), P = 0.032] and overall survival (median 11.1 months vs. NR, P = 0.045). Among 13 patients with colorectal cancer evaluable for CMS classification, the objective response rate was 100%, 0%, 0%, and 16.7% in CMS1, CMS2, CMS3, and CMS4, respectively. Patients with CMS1 had significantly longer PFS (NR vs. 4.8 months, P = 0.017) than those with CMS2, CMS3, or CMS4.RESULTSGene set enrichment analysis (GSEA) demonstrated that non-responders had upregulations of epithelial-mesenchymal transition, angiogenesis, hypoxia, mTORC1, TNF-α, KRAS, Wnt/β-catenin, TGF-β, and various metabolism-related signaling pathways. Meanwhile, the IFNγ pathway was enriched in responders. On the basis of the leading-edge analysis of GSEA, VEGF-A was significantly correlated with enriched pathways in non-responders. Patients with high VEGF-A expression, compared with those with low expression, had significantly shorter progression-free survival [PFS; median 4.8 months vs. not reached (NR), P = 0.032] and overall survival (median 11.1 months vs. NR, P = 0.045). Among 13 patients with colorectal cancer evaluable for CMS classification, the objective response rate was 100%, 0%, 0%, and 16.7% in CMS1, CMS2, CMS3, and CMS4, respectively. Patients with CMS1 had significantly longer PFS (NR vs. 4.8 months, P = 0.017) than those with CMS2, CMS3, or CMS4.Several transcriptomic features, including CMS classification and related genes, were associated with response to PD-1 blockade in MSI-H/dMMR gastrointestinal tumors. These findings can help develop predictive biomarkers or combination immunotherapies.CONCLUSIONSSeveral transcriptomic features, including CMS classification and related genes, were associated with response to PD-1 blockade in MSI-H/dMMR gastrointestinal tumors. These findings can help develop predictive biomarkers or combination immunotherapies.
Author Kawazoe, Akihito
Nakamura, Yoshiaki
Mano, Hiroyuki
Shitara, Kohei
Kuwata, Takeshi
Ueno, Toshihide
Kojima, Takashi
Endo, Itaru
Ikeda, Masafumi
Sakamoto, Naoya
Kotani, Daisuke
Bando, Hideaki
Mishima, Saori
Chida, Keigo
Takenouchi, Kazumasa
Suzuki, Toshihiro
Nakatsura, Tetsuya
Yoshino, Takayuki
Kawazu, Masahito
Kuboki, Yasutoshi
Watanabe, Jun
AuthorAffiliation 3 Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
4 General Medicinal Education and Research Center, Teikyo University, Tokyo, Japan
6 Department of Pathology and Clinical Laboratories, National Cancer Center Hospital East, Kashiwa, Japan
2 Division of Cancer Immunotherapy, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Japan
1 National Cancer Center Hospital East, Kashiwa, Chiba, Japan
5 Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
AuthorAffiliation_xml – name: 2 Division of Cancer Immunotherapy, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, Japan
– name: 6 Department of Pathology and Clinical Laboratories, National Cancer Center Hospital East, Kashiwa, Japan
– name: 3 Department of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine, Yokohama, Japan
– name: 1 National Cancer Center Hospital East, Kashiwa, Chiba, Japan
– name: 4 General Medicinal Education and Research Center, Teikyo University, Tokyo, Japan
– name: 5 Division of Cellular Signaling, National Cancer Center Research Institute, Tokyo, Japan
Author_xml – sequence: 1
  givenname: Keigo
  orcidid: 0000-0002-8377-1884
  surname: Chida
  fullname: Chida, Keigo
– sequence: 2
  givenname: Akihito
  orcidid: 0000-0001-8632-3748
  surname: Kawazoe
  fullname: Kawazoe, Akihito
– sequence: 3
  givenname: Toshihiro
  surname: Suzuki
  fullname: Suzuki, Toshihiro
– sequence: 4
  givenname: Masahito
  orcidid: 0000-0003-4146-3629
  surname: Kawazu
  fullname: Kawazu, Masahito
– sequence: 5
  givenname: Toshihide
  orcidid: 0000-0002-7408-7298
  surname: Ueno
  fullname: Ueno, Toshihide
– sequence: 6
  givenname: Kazumasa
  surname: Takenouchi
  fullname: Takenouchi, Kazumasa
– sequence: 7
  givenname: Yoshiaki
  orcidid: 0000-0002-5241-6855
  surname: Nakamura
  fullname: Nakamura, Yoshiaki
– sequence: 8
  givenname: Yasutoshi
  surname: Kuboki
  fullname: Kuboki, Yasutoshi
– sequence: 9
  givenname: Daisuke
  orcidid: 0000-0002-4196-555X
  surname: Kotani
  fullname: Kotani, Daisuke
– sequence: 10
  givenname: Takashi
  surname: Kojima
  fullname: Kojima, Takashi
– sequence: 11
  givenname: Hideaki
  orcidid: 0000-0001-5041-2765
  surname: Bando
  fullname: Bando, Hideaki
– sequence: 12
  givenname: Saori
  orcidid: 0000-0002-5922-1487
  surname: Mishima
  fullname: Mishima, Saori
– sequence: 13
  givenname: Takeshi
  orcidid: 0000-0003-0044-953X
  surname: Kuwata
  fullname: Kuwata, Takeshi
– sequence: 14
  givenname: Naoya
  orcidid: 0000-0001-6273-0189
  surname: Sakamoto
  fullname: Sakamoto, Naoya
– sequence: 15
  givenname: Jun
  orcidid: 0000-0002-7187-3664
  surname: Watanabe
  fullname: Watanabe, Jun
– sequence: 16
  givenname: Hiroyuki
  orcidid: 0000-0003-4645-0181
  surname: Mano
  fullname: Mano, Hiroyuki
– sequence: 17
  givenname: Masafumi
  orcidid: 0000-0002-4050-2086
  surname: Ikeda
  fullname: Ikeda, Masafumi
– sequence: 18
  givenname: Kohei
  orcidid: 0000-0001-5196-3630
  surname: Shitara
  fullname: Shitara, Kohei
– sequence: 19
  givenname: Itaru
  orcidid: 0000-0001-5520-8114
  surname: Endo
  fullname: Endo, Itaru
– sequence: 20
  givenname: Tetsuya
  surname: Nakatsura
  fullname: Nakatsura, Tetsuya
– sequence: 21
  givenname: Takayuki
  orcidid: 0000-0002-0489-4756
  surname: Yoshino
  fullname: Yoshino, Takayuki
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35254400$$D View this record in MEDLINE/PubMed
BookMark eNqFkUlqHDEYhUVwiIf4CAlaZiNbqtJQRSBg2lODm5hOey3UKslWqJIqktrQO9_BN8xJoooHkmyykuD_3vuHtw92fPAGgA8EHxHCmmOCRYMwrauj2WyJqgphTMkbsEcYE6iuONsp_xdmF-yn9B1jQgmm78BuzSpGKcZ74GEVlU86ujGHwWl4HYN1vfO3MFi4-DZHl8fdYrGEFyrlGJzPJmXnVQ9XmyHEBHOA88747OwWnpps4lCqPqdJvjRpDD65e-NN-o2eFPDnw-P1KSJwdWeiGrfvwVur-mQOn98DcHN-tppdoquvF_PZyRXSVIiMmOKat5hSQThrrWpaU7eatLpZM9ZpJqzmuixHOdZdR5RgtV1T3lFLmMEFPgBfnnzHzXownS4zR9XLMbpBxa0Mysm_K97dydtwL9uas5o1xeDTs0EMPzblDHJwSZu-V96ETZIVr3kjsBAT-vHPXq9NXs5eAPYE6BhSisa-IgTLKV45RSen6GSJV1aVnOItus__6LTLKrswjez6_6h_ASsbrbg
CitedBy_id crossref_primary_10_1186_s12951_023_02203_8
crossref_primary_10_1016_j_medj_2024_05_002
crossref_primary_10_1016_j_phrs_2024_107126
crossref_primary_10_1158_1078_0432_CCR_23_2213
crossref_primary_10_1007_s10120_024_01523_4
crossref_primary_10_17925_OHR_2023_19_2_1
crossref_primary_10_4251_wjgo_v16_i11_4338
crossref_primary_10_1038_s41421_023_00605_4
crossref_primary_10_1177_17588359221138383
crossref_primary_10_1186_s13046_025_03305_x
crossref_primary_10_3389_fgene_2022_933475
crossref_primary_10_3389_fimmu_2023_1210164
crossref_primary_10_1158_1078_0432_CCR_22_1897
crossref_primary_10_2174_0115680096267791231115101107
crossref_primary_10_17116_onkolog20241306170
crossref_primary_10_3389_fimmu_2022_1032314
crossref_primary_10_1093_gastro_goad079
crossref_primary_10_1007_s12029_023_01003_5
crossref_primary_10_1038_s43018_022_00497_5
crossref_primary_10_3390_cancers15041235
crossref_primary_10_1016_j_gendis_2024_101471
crossref_primary_10_1007_s44272_024_00017_9
crossref_primary_10_1016_j_annonc_2023_05_010
crossref_primary_10_3389_fonc_2022_888181
crossref_primary_10_1016_j_trecan_2023_07_002
crossref_primary_10_1097_HEP_0000000000000688
crossref_primary_10_1186_s12967_024_04960_y
crossref_primary_10_3389_fimmu_2022_1061394
crossref_primary_10_3390_cancers14205158
crossref_primary_10_37349_edd_2025_100564
crossref_primary_10_1097_JS9_0000000000002007
crossref_primary_10_1016_j_semcancer_2023_11_008
crossref_primary_10_3390_cancers17030555
crossref_primary_10_1093_oncolo_oyad108
crossref_primary_10_1007_s13402_024_00951_9
crossref_primary_10_3390_cancers15041022
crossref_primary_10_1038_s41598_023_31538_3
crossref_primary_10_1016_j_labinv_2023_100170
crossref_primary_10_3390_cimb45030164
crossref_primary_10_1016_j_gendis_2023_101181
crossref_primary_10_1016_j_heliyon_2024_e38710
Cites_doi 10.1186/s12935-019-1091-8
10.1016/S1470-2045(16)30406-5
10.1001/jamaoncol.2021.0275
10.1016/j.cell.2019.01.021
10.1038/nature14404
10.1158/2326-6066.CIR-18-0436
10.1158/2159-8290.CD-21-0219
10.3390/ijms19082453
10.1126/sciimmunol.abc6424
10.3389/fimmu.2021.616837
10.1016/j.cell.2016.02.065
10.1056/NEJMoa2017699
10.1158/1078-0432.CCR-20-1803
10.1126/science.aan2507
10.1073/pnas.0506580102
10.1186/s13073-017-0424-2
10.1155/2004/136734
10.1186/s13073-017-0434-0
10.1038/nm.3967
10.1007/s40265-021-01539-5
10.1158/0008-5472.CAN-20-0782
10.1158/1078-0432.CCR-21-0557
10.1172/JCI91190
10.1158/1535-7163.MCT-20-0825
10.1158/1078-0432.CCR-21-0401
10.1038/s41571-020-0403-1
10.1038/s41698-021-00200-4
10.1016/j.ejca.2019.09.008
10.1186/1471-2105-14-7
10.1158/1078-0432.CCR-19-3979
10.1158/2159-8290.CD-15-1545
10.1038/nrc.2016.126
10.1158/1078-0432.CCR-20-3407
10.1056/NEJMc2107518
10.1200/JCO.19.02107
10.1158/1078-0432.CCR-21-0529
10.1038/s41467-021-21736-w
10.1038/nri2607
10.1200/JCO.19.02105
10.3389/fonc.2020.575037
10.1126/science.aan6733
ContentType Journal Article
Copyright 2022 The Authors; Published by the American Association for Cancer Research.
2022 The Authors; Published by the American Association for Cancer Research 2022 American Association for Cancer Research
Copyright_xml – notice: 2022 The Authors; Published by the American Association for Cancer Research.
– notice: 2022 The Authors; Published by the American Association for Cancer Research 2022 American Association for Cancer Research
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
DOI 10.1158/1078-0432.CCR-22-0041
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
MEDLINE - Academic
PubMed Central (Full Participant titles)
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList MEDLINE
MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
DocumentTitleAlternate Transcriptomic Profile of MSI-H/dMMR Gastrointestinal Tumors
EISSN 1557-3265
EndPage 2117
ExternalDocumentID PMC9365358
35254400
10_1158_1078_0432_CCR_22_0041
Genre Research Support, Non-U.S. Gov't
Journal Article
GrantInformation_xml – fundername: ;
  grantid: JP21cm0106502
– fundername: ;
  grantid: 16K07143; 21H02772;
GroupedDBID ---
18M
29B
2FS
2WC
34G
39C
53G
5GY
5RE
5VS
6J9
AAFWJ
AAJMC
AAYXX
ABOCM
ACGFO
ACIWK
ACPRK
ACSVP
ADBBV
ADCOW
ADNWM
AENEX
AFHIN
AFOSN
AFRAH
AFUMD
ALMA_UNASSIGNED_HOLDINGS
BAWUL
BR6
BTFSW
CITATION
CS3
DIK
DU5
E3Z
EBS
EJD
F5P
FRP
GX1
IH2
KQ8
L7B
LSO
OK1
P0W
P2P
QTD
RCR
RHI
RNS
SJN
TR2
W2D
W8F
WOQ
YKV
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
ID FETCH-LOGICAL-c477t-5a6c6904471659fa89e39c19c8b55dc57fc6c104460cdd1a753fb46d4f15e09e3
ISSN 1078-0432
1557-3265
IngestDate Thu Aug 21 18:38:09 EDT 2025
Fri Jul 11 04:44:31 EDT 2025
Thu Apr 03 06:57:23 EDT 2025
Tue Jul 01 01:30:44 EDT 2025
Thu Apr 24 23:03:29 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 10
Language English
License 2022 The Authors; Published by the American Association for Cancer Research.
This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c477t-5a6c6904471659fa89e39c19c8b55dc57fc6c104460cdd1a753fb46d4f15e09e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0003-4645-0181
0000-0001-8632-3748
0000-0002-4050-2086
0000-0003-4146-3629
0000-0001-5041-2765
0000-0002-7187-3664
0000-0002-8377-1884
0000-0002-0489-4756
0000-0001-5520-8114
0000-0003-0044-953X
0000-0001-5196-3630
0000-0002-5241-6855
0000-0002-5922-1487
0000-0001-6273-0189
0000-0002-7408-7298
0000-0002-4196-555X
OpenAccessLink https://pubmed.ncbi.nlm.nih.gov/PMC9365358
PMID 35254400
PQID 2636870778
PQPubID 23479
PageCount 8
ParticipantIDs pubmedcentral_primary_oai_pubmedcentral_nih_gov_9365358
proquest_miscellaneous_2636870778
pubmed_primary_35254400
crossref_primary_10_1158_1078_0432_CCR_22_0041
crossref_citationtrail_10_1158_1078_0432_CCR_22_0041
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-05-13
PublicationDateYYYYMMDD 2022-05-13
PublicationDate_xml – month: 05
  year: 2022
  text: 2022-05-13
  day: 13
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
PublicationTitle Clinical cancer research
PublicationTitleAlternate Clin Cancer Res
PublicationYear 2022
Publisher American Association for Cancer Research
Publisher_xml – name: American Association for Cancer Research
References Gibney (2022081020222662300_bib10) 2016; 17
Wu (2022081020222662300_bib24) 2020; 10
Apte (2022081020222662300_bib31) 2019; 176
Soldevilla (2022081020222662300_bib37) 2019; 123
Subramanian (2022081020222662300_bib16) 2005; 102
Ischenko (2022081020222662300_bib21) 2021; 12
Marabelle (2022081020222662300_bib6) 2020; 38
André (2022081020222662300_bib8) 2020; 383
Casak (2022081020222662300_bib33) 2021; 27
Wang (2022081020222662300_bib18) 2021; 5
Arora (2022081020222662300_bib35) 2020; 26
Marisa (2022081020222662300_bib41) 2021; 27
Li (2022081020222662300_bib2) 2020; 20
Kawazoe (2022081020222662300_bib13) 2020; 26
Spranger (2022081020222662300_bib11) 2015; 523
Nizet (2022081020222662300_bib25) 2009; 9
Motzer (2022081020222662300_bib34) 2021; 385
Ayers (2022081020222662300_bib26) 2017; 127
Uhlen (2022081020222662300_bib40) 2017; 357
Sveen (2022081020222662300_bib36) 2017; 9
Le (2022081020222662300_bib39) 2017; 357
Hänzelmann (2022081020222662300_bib15) 2013; 14
Markham (2022081020222662300_bib5) 2021; 81
Le (2022081020222662300_bib7) 2019; 38
Dienstmann (2022081020222662300_bib38) 2017; 17
Bourhis (2022081020222662300_bib32) 2021; 12
Chao (2022081020222662300_bib3) 2021; 7
Chen (2022081020222662300_bib30) 2016; 6
Takeuchi (2022081020222662300_bib22) 2021; 6
Chida (2022081020222662300_bib9) 2021; 27
Conciatori (2022081020222662300_bib20) 2018; 19
Kwon (2022081020222662300_bib12) 2021; 11
Derynck (2022081020222662300_bib23) 2021; 18
Bacher (2022081020222662300_bib14) 2004; 20
Guinney (2022081020222662300_bib17) 2015; 21
Yamada (2022081020222662300_bib27) 2021; 81
Hugo (2022081020222662300_bib29) 2016; 165
Zeng (2022081020222662300_bib19) 2019; 7
Zhang (2022081020222662300_bib28) 2021; 20
Casak (2022081020222662300_bib4) 2021; 27
Chalmers (2022081020222662300_bib1) 2017; 9
References_xml – volume: 20
  start-page: 16
  year: 2020
  ident: 2022081020222662300_bib2
  article-title: Microsatellite instability: a review of what the oncologist should know
  publication-title: Cancer Cell Int
  doi: 10.1186/s12935-019-1091-8
– volume: 17
  start-page: e542
  year: 2016
  ident: 2022081020222662300_bib10
  article-title: Predictive biomarkers for checkpoint inhibitor-based immunotherapy
  publication-title: Lancet Oncol
  doi: 10.1016/S1470-2045(16)30406-5
– volume: 7
  start-page: 895
  year: 2021
  ident: 2022081020222662300_bib3
  article-title: Assessment of pembrolizumab therapy for the treatment of microsatellite instability–high gastric or gastroesophageal junction cancer among patients in the KEYNOTE-059, KEYNOTE-061, and KEYNOTE-062 clinical trials
  publication-title: JAMA Oncol
  doi: 10.1001/jamaoncol.2021.0275
– volume: 176
  start-page: 1248
  year: 2019
  ident: 2022081020222662300_bib31
  article-title: VEGF in signaling and disease: beyond discovery and development
  publication-title: Cell
  doi: 10.1016/j.cell.2019.01.021
– volume: 523
  start-page: 231
  year: 2015
  ident: 2022081020222662300_bib11
  article-title: Melanoma-intrinsic β-catenin signalling prevents anti-tumour immunity
  publication-title: Nature
  doi: 10.1038/nature14404
– volume: 7
  start-page: 737
  year: 2019
  ident: 2022081020222662300_bib19
  article-title: Tumor microenvironment characterization in gastric cancer identifies prognostic and immunotherapeutically relevant gene signatures
  publication-title: Cancer Immunol Res
  doi: 10.1158/2326-6066.CIR-18-0436
– volume: 11
  start-page: 2168
  year: 2021
  ident: 2022081020222662300_bib12
  article-title: Determinants of response and intrinsic resistance to PD-1 blockade in microsatellite instability–high gastric cancer
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-21-0219
– volume: 19
  start-page: 2453
  year: 2018
  ident: 2022081020222662300_bib20
  article-title: Role of mTOR signaling in tumor microenvironment: an overview
  publication-title: Int J Mol Sci
  doi: 10.3390/ijms19082453
– volume: 6
  start-page: eabc6424
  year: 2021
  ident: 2022081020222662300_bib22
  article-title: Highly immunogenic cancer cells require activation of the WNT pathway for immunological escape
  publication-title: Sci Immunol
  doi: 10.1126/sciimmunol.abc6424
– volume: 12
  start-page: 616837
  year: 2021
  ident: 2022081020222662300_bib32
  article-title: Direct and indirect modulation of T cells by VEGF-A counteracted by anti-angiogenic treatment
  publication-title: Front Immunol
  doi: 10.3389/fimmu.2021.616837
– volume: 165
  start-page: 35
  year: 2016
  ident: 2022081020222662300_bib29
  article-title: Genomic and transcriptomic features of response to anti–PD-1 therapy in metastatic melanoma
  publication-title: Cell
  doi: 10.1016/j.cell.2016.02.065
– volume: 383
  start-page: 2207
  year: 2020
  ident: 2022081020222662300_bib8
  article-title: Pembrolizumab in microsatellite-instability–high advanced colorectal cancer
  publication-title: New Engl J Med
  doi: 10.1056/NEJMoa2017699
– volume: 26
  start-page: 5887
  year: 2020
  ident: 2022081020222662300_bib13
  article-title: Multicenter phase I/II trial of napabucasin and pembrolizumab in patients with metastatic colorectal cancer (EPOC1503/SCOOP Trial)
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-20-1803
– volume: 357
  start-page: eaan2507
  year: 2017
  ident: 2022081020222662300_bib40
  article-title: A pathology atlas of the human cancer transcriptome
  publication-title: Science
  doi: 10.1126/science.aan2507
– volume: 102
  start-page: 15545
  year: 2005
  ident: 2022081020222662300_bib16
  article-title: Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0506580102
– volume: 9
  start-page: 34
  year: 2017
  ident: 2022081020222662300_bib1
  article-title: Analysis of 100,000 human cancer genomes reveals the landscape of tumor mutational burden
  publication-title: Genome Med
  doi: 10.1186/s13073-017-0424-2
– volume: 20
  start-page: 237
  year: 2004
  ident: 2022081020222662300_bib14
  article-title: Development of a fluorescent multiplex assay for detection of MSI-high tumors
  publication-title: Dis Markers
  doi: 10.1155/2004/136734
– volume: 9
  start-page: 46
  year: 2017
  ident: 2022081020222662300_bib36
  article-title: Multilevel genomics of colorectal cancers with microsatellite instability—clinical impact of JAK1 mutations and consensus molecular subtype 1
  publication-title: Genome Med
  doi: 10.1186/s13073-017-0434-0
– volume: 21
  start-page: 1350
  year: 2015
  ident: 2022081020222662300_bib17
  article-title: The consensus molecular subtypes of colorectal cancer
  publication-title: Nat Med
  doi: 10.1038/nm.3967
– volume: 81
  start-page: 1213
  year: 2021
  ident: 2022081020222662300_bib5
  article-title: Dostarlimab: first approval
  publication-title: Drugs.
  doi: 10.1007/s40265-021-01539-5
– volume: 81
  start-page: 1052
  year: 2021
  ident: 2022081020222662300_bib27
  article-title: E7386, a selective inhibitor of the interaction between β-catenin and CBP, exerts antitumor activity in tumor models with activated canonical Wnt signaling
  publication-title: Cancer Res
  doi: 10.1158/0008-5472.CAN-20-0782
– volume: 27
  start-page: 4680
  year: 2021
  ident: 2022081020222662300_bib4
  article-title: FDA approval summary: pembrolizumab for the first-line treatment of patients with MSI-H/dMMR advanced unresectable or metastatic colorectal carcinoma
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-21-0557
– volume: 127
  start-page: 2930
  year: 2017
  ident: 2022081020222662300_bib26
  article-title: IFN-γ–related mRNA profile predicts clinical response to PD-1 blockade
  publication-title: J Clin Invest
  doi: 10.1172/JCI91190
– volume: 20
  start-page: 1305
  year: 2021
  ident: 2022081020222662300_bib28
  article-title: Blocking Wnt/β-catenin signal amplifies anti-PD-1 therapeutic efficacy by inhibiting tumor growth, migration, and promoting immune infiltration in glioblastomas
  publication-title: Mol Cancer Ther
  doi: 10.1158/1535-7163.MCT-20-0825
– volume: 27
  start-page: 3714
  year: 2021
  ident: 2022081020222662300_bib9
  article-title: A low tumor mutational burden and PTEN mutations are predictors of a negative response to PD-1 blockade in MSI-H/dMMR gastrointestinal tumors
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-21-0401
– volume: 18
  start-page: 9
  year: 2021
  ident: 2022081020222662300_bib23
  article-title: TGFβ biology in cancer progression and immunotherapy
  publication-title: Nat Rev Clin Oncol
  doi: 10.1038/s41571-020-0403-1
– volume: 5
  start-page: 56
  year: 2021
  ident: 2022081020222662300_bib18
  article-title: The pan-cancer landscape of crosstalk between epithelial–mesenchymal transition and immune evasion relevant to prognosis and immunotherapy response
  publication-title: NPJ Precis Oncol
  doi: 10.1038/s41698-021-00200-4
– volume: 123
  start-page: 118
  year: 2019
  ident: 2022081020222662300_bib37
  article-title: The correlation between immune subtypes and consensus molecular subtypes in colorectal cancer identifies novel tumour microenvironment profiles, with prognostic and therapeutic implications
  publication-title: Eur J Cancer
  doi: 10.1016/j.ejca.2019.09.008
– volume: 14
  start-page: 7
  year: 2013
  ident: 2022081020222662300_bib15
  article-title: GSVA: gene set variation analysis for microarray and RNA-seq data
  publication-title: BMC Bioinf
  doi: 10.1186/1471-2105-14-7
– volume: 26
  start-page: 5062
  year: 2020
  ident: 2022081020222662300_bib35
  article-title: FDA approval summary: pembrolizumab plus lenvatinib for endometrial carcinoma, a collaborative international review under project Orbis
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-19-3979
– volume: 6
  start-page: 827
  year: 2016
  ident: 2022081020222662300_bib30
  article-title: Analysis of immune signatures in longitudinal tumor samples yields insight into biomarkers of response and mechanisms of resistance to immune checkpoint blockade
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-15-1545
– volume: 17
  start-page: 79
  year: 2017
  ident: 2022081020222662300_bib38
  article-title: Consensus molecular subtypes and the evolution of precision medicine in colorectal cancer
  publication-title: Nat Rev Cancer
  doi: 10.1038/nrc.2016.126
– volume: 27
  start-page: 1836
  year: 2021
  ident: 2022081020222662300_bib33
  article-title: FDA approval summary: atezolizumab plus bevacizumab for the treatment of patients with advanced unresectable or metastatic hepatocellular carcinoma
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-20-3407
– volume: 385
  start-page: 287
  year: 2021
  ident: 2022081020222662300_bib34
  article-title: Lenvatinib plus pembrolizumab for renal cell carcinoma
  publication-title: New Engl J Med
  doi: 10.1056/NEJMc2107518
– volume: 38
  start-page: 11
  year: 2019
  ident: 2022081020222662300_bib7
  article-title: Phase II open-label study of pembrolizumab in treatment-refractory, microsatellite instability-high/mismatch repair-deficient metastatic colorectal cancer: KEYNOTE-164
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.19.02107
– volume: 27
  start-page: 4768
  year: 2021
  ident: 2022081020222662300_bib41
  article-title: Intratumor CMS heterogeneity impacts patient prognosis in localized colorectal cancer
  publication-title: Clin Cancer Res
  doi: 10.1158/1078-0432.CCR-21-0529
– volume: 12
  start-page: 1482
  year: 2021
  ident: 2022081020222662300_bib21
  article-title: KRAS drives immune evasion in a genetic model of pancreatic cancer
  publication-title: Nat Commun
  doi: 10.1038/s41467-021-21736-w
– volume: 9
  start-page: 609
  year: 2009
  ident: 2022081020222662300_bib25
  article-title: Interdependence of hypoxic and innate immune responses
  publication-title: Nat Rev Immunol
  doi: 10.1038/nri2607
– volume: 38
  start-page: 1
  year: 2020
  ident: 2022081020222662300_bib6
  article-title: Efficacy of pembrolizumab in patients with noncolorectal high microsatellite instability/mismatch repair–deficient cancer: results from the phase II KEYNOTE-158 study
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.19.02105
– volume: 10
  start-page: 575037
  year: 2020
  ident: 2022081020222662300_bib24
  article-title: Emerging landscapes of tumor immunity and metabolism
  publication-title: Frontiers Oncol
  doi: 10.3389/fonc.2020.575037
– volume: 357
  start-page: 409
  year: 2017
  ident: 2022081020222662300_bib39
  article-title: Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade
  publication-title: Science
  doi: 10.1126/science.aan6733
SSID ssj0014104
Score 2.557059
Snippet Transcriptomic profiling was performed for microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) gastrointestinal tumors to determine the...
SourceID pubmedcentral
proquest
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 2110
SubjectTerms Colorectal Neoplasms - drug therapy
Colorectal Neoplasms - genetics
DNA Mismatch Repair
Gastrointestinal Neoplasms - drug therapy
Gastrointestinal Neoplasms - genetics
Humans
Microsatellite Instability
Mutation
Programmed Cell Death 1 Receptor - genetics
Transcriptome
Translational Cancer Mechanisms and Therapy
Vascular Endothelial Growth Factor A - genetics
Title Transcriptomic Profiling of MSI-H/dMMR Gastrointestinal Tumors to Identify Determinants of Responsiveness to Anti–PD-1 Therapy
URI https://www.ncbi.nlm.nih.gov/pubmed/35254400
https://www.proquest.com/docview/2636870778
https://pubmed.ncbi.nlm.nih.gov/PMC9365358
Volume 28
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1bb9MwFLbKkKa9IO6Um4LE25QuF9tJHqsO6EBFqHTS3qLYcdYK1kxtIkQf-BP8Yc6JHbfZhri8RG1iO1K-L8c-zjnfIeQ1VyhKxhiWb-cuWMnMFZGIXHCABBMq8lTWqH1-5ONT-v6MnfV6P3eilupKDOTmxryS_0EVzgGumCX7D8jaQeEE_AZ84QgIw_HvMMaJpnntyybEvam_bcKYJ59P3DEMnU8m08N32bpalSgNAW80rj9n9QVW2YGFp87ULb6D5ekGxkxN9KyxhtB0CA3dT8euj3EaVouglTloUywl8mh1aFSE7G7zaL7IdfqZWpyX1s5n37KNjkYcflnMwbxsv1Jtal1Se1au53Bp1e1U60yjdWY7mb0LcHtR9lTbM2XsLQMbF-hyEa1BDuJd4nkd86r_Xrf7LG62IFAumIbBYDSaung7T6tq7XDh8qIhA6rAUup522nQBie2l26R2wH4HlgW4_jkg_00RcGBNalgcNejG-95QPbbUbrrnWtOzNVY3J3FzewuuWO8EmeoKXaP9NTyPtmfmLiLB-RHl2mOZZpTFk7DtCPkmXOVZ47mmVOVTsszZ5dn2L3LM2xqeeYYnj0kp2_fzEZj11TucCWNosplGZc88SisfDhLiixOVJhIP5GxYCyXLCoklz7GEngyz_0MfOZCUJ7TwmfKg8aPyN6yXKonxAGPlyV-FEuaFLTwchGGLINZSXpCyMgv-oS2zzeVRtYeq6t8TRv3lsUpIpQiQikglAZBigj1ycB2u9S6Ln_q8KoFLwULjJ_VsqUq63Ua8JDDrAc2r08eazDtkC0L-iTqwGwboLp798pyMW9U3pOQs5DFT3875jNysH2nnpO9alWrF7BCrsTLhrG_ALoFupg
linkProvider Flying Publisher
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Transcriptomic+Profiling+of+MSI-H%2FdMMR+Gastrointestinal+Tumors+to+Identify+Determinants+of+Responsiveness+to+Anti-PD-1+Therapy&rft.jtitle=Clinical+cancer+research&rft.au=Chida%2C+Keigo&rft.au=Kawazoe%2C+Akihito&rft.au=Suzuki%2C+Toshihiro&rft.au=Kawazu%2C+Masahito&rft.date=2022-05-13&rft.eissn=1557-3265&rft.volume=28&rft.issue=10&rft.spage=2110&rft_id=info:doi/10.1158%2F1078-0432.CCR-22-0041&rft_id=info%3Apmid%2F35254400&rft.externalDocID=35254400
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1078-0432&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1078-0432&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1078-0432&client=summon