Immunogenomics of Colorectal Cancer Response to Checkpoint Blockade: Analysis of the KEYNOTE 177 Trial and Validation Cohorts
Colorectal cancer (CRC) shows variable response to immune checkpoint blockade, which can only partially be explained by high tumor mutational burden (TMB). We conducted an integrated study of the cancer tissue and associated tumor microenvironment (TME) from patients treated with pembrolizumab (KEYN...
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creator | Bortolomeazzi, Michele Keddar, Mohamed Reda Montorsi, Lucia Acha-Sagredo, Amelia Benedetti, Lorena Temelkovski, Damjan Choi, Subin Petrov, Nedyalko Todd, Katrina Wai, Patty Kohl, Johannes Denner, Tamara Nye, Emma Goldstone, Robert Ward, Sophia Wilson, Gareth A. Al Bakir, Maise Swanton, Charles John, Susan Miles, James Larijani, Banafshe Kunene, Victoria Fontana, Elisa Arkenau, Hendrik-Tobias Parker, Peter J. Rodriguez-Justo, Manuel Shiu, Kai-Keen Spencer, Jo Ciccarelli, Francesca D. |
description | Colorectal cancer (CRC) shows variable response to immune checkpoint blockade, which can only partially be explained by high tumor mutational burden (TMB). We conducted an integrated study of the cancer tissue and associated tumor microenvironment (TME) from patients treated with pembrolizumab (KEYNOTE 177 clinical trial) or nivolumab to dissect the cellular and molecular determinants of response to anti- programmed cell death 1 (PD1) immunotherapy.
We selected multiple regions per tumor showing variable T-cell infiltration for a total of 738 regions from 29 patients, divided into discovery and validation cohorts. We performed multiregional whole-exome and RNA sequencing of the tumor cells and integrated these with T-cell receptor sequencing, high-dimensional imaging mass cytometry, detection of programmed death-ligand 1 (PDL1) interaction in situ, multiplexed immunofluorescence, and computational spatial analysis of the TME.
In hypermutated CRCs, response to anti-PD1 immunotherapy was not associated with TMB but with high clonality of immunogenic mutations, clonally expanded T cells, low activation of Wnt signaling, deregulation of the interferon gamma pathway, and active immune escape mechanisms. Responsive hypermutated CRCs were also rich in cytotoxic and proliferating PD1+CD8 T cells interacting with PDL1+ antigen-presenting macrophages.
Our study clarified the limits of TMB as a predictor of response of CRC to anti-PD1 immunotherapy. It identified a population of antigen-presenting macrophages interacting with CD8 T cells that consistently segregate with response. We therefore concluded that anti-PD1 agents release the PD1-PDL1 interaction between CD8 T cells and macrophages to promote cytotoxic antitumor activity.
[Display omitted]
Colorectal cancers responsive to anti-programmed cell death 1 immunotherapy show clonal immunogenic mutations, low Wnt activation, beta-2-microglobulin deregulation, and high infiltration of antigen presenting macrophages interacting with programmed cell death 1-positive cluster of differentiation 8 T cells. |
doi_str_mv | 10.1053/j.gastro.2021.06.064 |
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We selected multiple regions per tumor showing variable T-cell infiltration for a total of 738 regions from 29 patients, divided into discovery and validation cohorts. We performed multiregional whole-exome and RNA sequencing of the tumor cells and integrated these with T-cell receptor sequencing, high-dimensional imaging mass cytometry, detection of programmed death-ligand 1 (PDL1) interaction in situ, multiplexed immunofluorescence, and computational spatial analysis of the TME.
In hypermutated CRCs, response to anti-PD1 immunotherapy was not associated with TMB but with high clonality of immunogenic mutations, clonally expanded T cells, low activation of Wnt signaling, deregulation of the interferon gamma pathway, and active immune escape mechanisms. Responsive hypermutated CRCs were also rich in cytotoxic and proliferating PD1+CD8 T cells interacting with PDL1+ antigen-presenting macrophages.
Our study clarified the limits of TMB as a predictor of response of CRC to anti-PD1 immunotherapy. It identified a population of antigen-presenting macrophages interacting with CD8 T cells that consistently segregate with response. We therefore concluded that anti-PD1 agents release the PD1-PDL1 interaction between CD8 T cells and macrophages to promote cytotoxic antitumor activity.
[Display omitted]
Colorectal cancers responsive to anti-programmed cell death 1 immunotherapy show clonal immunogenic mutations, low Wnt activation, beta-2-microglobulin deregulation, and high infiltration of antigen presenting macrophages interacting with programmed cell death 1-positive cluster of differentiation 8 T cells.</description><identifier>ISSN: 0016-5085</identifier><identifier>EISSN: 1528-0012</identifier><identifier>DOI: 10.1053/j.gastro.2021.06.064</identifier><identifier>PMID: 34197832</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Anti-PD1 Immunotherapy ; Antibodies, Monoclonal, Humanized - adverse effects ; Antibodies, Monoclonal, Humanized - therapeutic use ; Biomarkers, Tumor - genetics ; CD8 T cells ; CD8-Positive T-Lymphocytes - drug effects ; CD8-Positive T-Lymphocytes - immunology ; Clinical Trials as Topic ; Colorectal Neoplasms - drug therapy ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - immunology ; Cytotoxicity, Immunologic - drug effects ; Exome Sequencing ; Gene Expression Profiling ; Humans ; Immune Checkpoint Inhibitors - adverse effects ; Immune Checkpoint Inhibitors - therapeutic use ; Immunogenetic Phenomena ; Immunogenetics ; Interferon Gamma ; Lymphocytes, Tumor-Infiltrating - drug effects ; Lymphocytes, Tumor-Infiltrating - immunology ; Mutation ; Nivolumab - adverse effects ; Nivolumab - therapeutic use ; Original Research ; Predictive Value of Tests ; Programmed Cell Death 1 Receptor - antagonists & inhibitors ; Reproducibility of Results ; RNA-Seq ; Time Factors ; Transcriptome ; Treatment Outcome ; Tumor Microenvironment ; Tumor Mutational Burden ; Tumor-Associated Macrophages - drug effects ; Tumor-Associated Macrophages - immunology ; Wnt Signaling</subject><ispartof>Gastroenterology (New York, N.Y. 1943), 2021-10, Vol.161 (4), p.1179-1193</ispartof><rights>2021 The Authors</rights><rights>Copyright © 2021 The Authors. Published by Elsevier Inc. All rights reserved.</rights><rights>2021 The Authors 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c463t-140a93a6129a1b2d960b5e0fd2b6525a94378e814362585371099765b6f0439a3</citedby><cites>FETCH-LOGICAL-c463t-140a93a6129a1b2d960b5e0fd2b6525a94378e814362585371099765b6f0439a3</cites><orcidid>0000-0002-9325-0900</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1053/j.gastro.2021.06.064$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34197832$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bortolomeazzi, Michele</creatorcontrib><creatorcontrib>Keddar, Mohamed Reda</creatorcontrib><creatorcontrib>Montorsi, Lucia</creatorcontrib><creatorcontrib>Acha-Sagredo, Amelia</creatorcontrib><creatorcontrib>Benedetti, Lorena</creatorcontrib><creatorcontrib>Temelkovski, Damjan</creatorcontrib><creatorcontrib>Choi, Subin</creatorcontrib><creatorcontrib>Petrov, Nedyalko</creatorcontrib><creatorcontrib>Todd, Katrina</creatorcontrib><creatorcontrib>Wai, Patty</creatorcontrib><creatorcontrib>Kohl, Johannes</creatorcontrib><creatorcontrib>Denner, Tamara</creatorcontrib><creatorcontrib>Nye, Emma</creatorcontrib><creatorcontrib>Goldstone, Robert</creatorcontrib><creatorcontrib>Ward, Sophia</creatorcontrib><creatorcontrib>Wilson, Gareth A.</creatorcontrib><creatorcontrib>Al Bakir, Maise</creatorcontrib><creatorcontrib>Swanton, Charles</creatorcontrib><creatorcontrib>John, Susan</creatorcontrib><creatorcontrib>Miles, James</creatorcontrib><creatorcontrib>Larijani, Banafshe</creatorcontrib><creatorcontrib>Kunene, Victoria</creatorcontrib><creatorcontrib>Fontana, Elisa</creatorcontrib><creatorcontrib>Arkenau, Hendrik-Tobias</creatorcontrib><creatorcontrib>Parker, Peter J.</creatorcontrib><creatorcontrib>Rodriguez-Justo, Manuel</creatorcontrib><creatorcontrib>Shiu, Kai-Keen</creatorcontrib><creatorcontrib>Spencer, Jo</creatorcontrib><creatorcontrib>Ciccarelli, Francesca D.</creatorcontrib><title>Immunogenomics of Colorectal Cancer Response to Checkpoint Blockade: Analysis of the KEYNOTE 177 Trial and Validation Cohorts</title><title>Gastroenterology (New York, N.Y. 1943)</title><addtitle>Gastroenterology</addtitle><description>Colorectal cancer (CRC) shows variable response to immune checkpoint blockade, which can only partially be explained by high tumor mutational burden (TMB). We conducted an integrated study of the cancer tissue and associated tumor microenvironment (TME) from patients treated with pembrolizumab (KEYNOTE 177 clinical trial) or nivolumab to dissect the cellular and molecular determinants of response to anti- programmed cell death 1 (PD1) immunotherapy.
We selected multiple regions per tumor showing variable T-cell infiltration for a total of 738 regions from 29 patients, divided into discovery and validation cohorts. We performed multiregional whole-exome and RNA sequencing of the tumor cells and integrated these with T-cell receptor sequencing, high-dimensional imaging mass cytometry, detection of programmed death-ligand 1 (PDL1) interaction in situ, multiplexed immunofluorescence, and computational spatial analysis of the TME.
In hypermutated CRCs, response to anti-PD1 immunotherapy was not associated with TMB but with high clonality of immunogenic mutations, clonally expanded T cells, low activation of Wnt signaling, deregulation of the interferon gamma pathway, and active immune escape mechanisms. Responsive hypermutated CRCs were also rich in cytotoxic and proliferating PD1+CD8 T cells interacting with PDL1+ antigen-presenting macrophages.
Our study clarified the limits of TMB as a predictor of response of CRC to anti-PD1 immunotherapy. It identified a population of antigen-presenting macrophages interacting with CD8 T cells that consistently segregate with response. We therefore concluded that anti-PD1 agents release the PD1-PDL1 interaction between CD8 T cells and macrophages to promote cytotoxic antitumor activity.
[Display omitted]
Colorectal cancers responsive to anti-programmed cell death 1 immunotherapy show clonal immunogenic mutations, low Wnt activation, beta-2-microglobulin deregulation, and high infiltration of antigen presenting macrophages interacting with programmed cell death 1-positive cluster of differentiation 8 T cells.</description><subject>Anti-PD1 Immunotherapy</subject><subject>Antibodies, Monoclonal, Humanized - adverse effects</subject><subject>Antibodies, Monoclonal, Humanized - therapeutic use</subject><subject>Biomarkers, Tumor - genetics</subject><subject>CD8 T cells</subject><subject>CD8-Positive T-Lymphocytes - drug effects</subject><subject>CD8-Positive T-Lymphocytes - immunology</subject><subject>Clinical Trials as Topic</subject><subject>Colorectal Neoplasms - drug therapy</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - immunology</subject><subject>Cytotoxicity, Immunologic - drug effects</subject><subject>Exome Sequencing</subject><subject>Gene Expression Profiling</subject><subject>Humans</subject><subject>Immune Checkpoint Inhibitors - adverse effects</subject><subject>Immune Checkpoint Inhibitors - therapeutic use</subject><subject>Immunogenetic Phenomena</subject><subject>Immunogenetics</subject><subject>Interferon Gamma</subject><subject>Lymphocytes, Tumor-Infiltrating - drug effects</subject><subject>Lymphocytes, Tumor-Infiltrating - immunology</subject><subject>Mutation</subject><subject>Nivolumab - adverse effects</subject><subject>Nivolumab - therapeutic use</subject><subject>Original Research</subject><subject>Predictive Value of Tests</subject><subject>Programmed Cell Death 1 Receptor - antagonists & inhibitors</subject><subject>Reproducibility of Results</subject><subject>RNA-Seq</subject><subject>Time Factors</subject><subject>Transcriptome</subject><subject>Treatment Outcome</subject><subject>Tumor Microenvironment</subject><subject>Tumor Mutational Burden</subject><subject>Tumor-Associated Macrophages - drug effects</subject><subject>Tumor-Associated Macrophages - immunology</subject><subject>Wnt Signaling</subject><issn>0016-5085</issn><issn>1528-0012</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kd9qFDEUxoModm19A5G8wKz5PxMvhDpstbRYkG2hVyGTyexmO5MsSVrola_SZ-mTmXVr1RvhwLk4fN93zvkB8A6jOUacftjMVzrlGOYEETxHohR7AWaYk6ZCCJOXYFaaqDhq-AF4k9IGISRpg1-DA8qwrBtKZuDH6TTd-rCyPkzOJBgG2IYxRGuyHmGrvbERfrdpG3yyMAfYrq252Qbn8-PD5zGYG93bj_DY6_E-uV_6vLbwbHH97WK5gLiu4TK6YqV9__hwpUfX6-yCLynrEHM6Aq8GPSb79qkfgsuTxbL9Wp1ffDltj88rwwTNFWZIS6oFJlLjjvRSoI5bNPSkE5xwLRmtG9tgRgXhDac1RlLWgndiQIxKTQ_Bp73v9rabbG-sz1GPahvdpOO9CtqpfyferdUq3KmGk1oSWgzY3sDEkFK0w7MWI7UDojZqD0TtgCgkSrEie_937rPoN4E_i9ly_Z2zUSXjbHl773YQVB_c_xN-AobioLc</recordid><startdate>202110</startdate><enddate>202110</enddate><creator>Bortolomeazzi, Michele</creator><creator>Keddar, Mohamed Reda</creator><creator>Montorsi, Lucia</creator><creator>Acha-Sagredo, Amelia</creator><creator>Benedetti, Lorena</creator><creator>Temelkovski, Damjan</creator><creator>Choi, Subin</creator><creator>Petrov, Nedyalko</creator><creator>Todd, Katrina</creator><creator>Wai, Patty</creator><creator>Kohl, Johannes</creator><creator>Denner, Tamara</creator><creator>Nye, Emma</creator><creator>Goldstone, Robert</creator><creator>Ward, Sophia</creator><creator>Wilson, Gareth A.</creator><creator>Al Bakir, Maise</creator><creator>Swanton, Charles</creator><creator>John, Susan</creator><creator>Miles, James</creator><creator>Larijani, Banafshe</creator><creator>Kunene, Victoria</creator><creator>Fontana, Elisa</creator><creator>Arkenau, Hendrik-Tobias</creator><creator>Parker, Peter J.</creator><creator>Rodriguez-Justo, Manuel</creator><creator>Shiu, Kai-Keen</creator><creator>Spencer, Jo</creator><creator>Ciccarelli, Francesca D.</creator><general>Elsevier Inc</general><general>W.B. Saunders</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9325-0900</orcidid></search><sort><creationdate>202110</creationdate><title>Immunogenomics of Colorectal Cancer Response to Checkpoint Blockade: Analysis of the KEYNOTE 177 Trial and Validation Cohorts</title><author>Bortolomeazzi, Michele ; Keddar, Mohamed Reda ; Montorsi, Lucia ; Acha-Sagredo, Amelia ; Benedetti, Lorena ; Temelkovski, Damjan ; Choi, Subin ; Petrov, Nedyalko ; Todd, Katrina ; Wai, Patty ; Kohl, Johannes ; Denner, Tamara ; Nye, Emma ; Goldstone, Robert ; Ward, Sophia ; Wilson, Gareth A. ; Al Bakir, Maise ; Swanton, Charles ; John, Susan ; Miles, James ; Larijani, Banafshe ; Kunene, Victoria ; Fontana, Elisa ; Arkenau, Hendrik-Tobias ; Parker, Peter J. ; Rodriguez-Justo, Manuel ; Shiu, Kai-Keen ; Spencer, Jo ; Ciccarelli, Francesca D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c463t-140a93a6129a1b2d960b5e0fd2b6525a94378e814362585371099765b6f0439a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Anti-PD1 Immunotherapy</topic><topic>Antibodies, Monoclonal, Humanized - 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We conducted an integrated study of the cancer tissue and associated tumor microenvironment (TME) from patients treated with pembrolizumab (KEYNOTE 177 clinical trial) or nivolumab to dissect the cellular and molecular determinants of response to anti- programmed cell death 1 (PD1) immunotherapy.
We selected multiple regions per tumor showing variable T-cell infiltration for a total of 738 regions from 29 patients, divided into discovery and validation cohorts. We performed multiregional whole-exome and RNA sequencing of the tumor cells and integrated these with T-cell receptor sequencing, high-dimensional imaging mass cytometry, detection of programmed death-ligand 1 (PDL1) interaction in situ, multiplexed immunofluorescence, and computational spatial analysis of the TME.
In hypermutated CRCs, response to anti-PD1 immunotherapy was not associated with TMB but with high clonality of immunogenic mutations, clonally expanded T cells, low activation of Wnt signaling, deregulation of the interferon gamma pathway, and active immune escape mechanisms. Responsive hypermutated CRCs were also rich in cytotoxic and proliferating PD1+CD8 T cells interacting with PDL1+ antigen-presenting macrophages.
Our study clarified the limits of TMB as a predictor of response of CRC to anti-PD1 immunotherapy. It identified a population of antigen-presenting macrophages interacting with CD8 T cells that consistently segregate with response. We therefore concluded that anti-PD1 agents release the PD1-PDL1 interaction between CD8 T cells and macrophages to promote cytotoxic antitumor activity.
[Display omitted]
Colorectal cancers responsive to anti-programmed cell death 1 immunotherapy show clonal immunogenic mutations, low Wnt activation, beta-2-microglobulin deregulation, and high infiltration of antigen presenting macrophages interacting with programmed cell death 1-positive cluster of differentiation 8 T cells.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>34197832</pmid><doi>10.1053/j.gastro.2021.06.064</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0002-9325-0900</orcidid><oa>free_for_read</oa></addata></record> |
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recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8527923 |
source | MEDLINE; Elsevier ScienceDirect Journals Complete; Alma/SFX Local Collection |
subjects | Anti-PD1 Immunotherapy Antibodies, Monoclonal, Humanized - adverse effects Antibodies, Monoclonal, Humanized - therapeutic use Biomarkers, Tumor - genetics CD8 T cells CD8-Positive T-Lymphocytes - drug effects CD8-Positive T-Lymphocytes - immunology Clinical Trials as Topic Colorectal Neoplasms - drug therapy Colorectal Neoplasms - genetics Colorectal Neoplasms - immunology Cytotoxicity, Immunologic - drug effects Exome Sequencing Gene Expression Profiling Humans Immune Checkpoint Inhibitors - adverse effects Immune Checkpoint Inhibitors - therapeutic use Immunogenetic Phenomena Immunogenetics Interferon Gamma Lymphocytes, Tumor-Infiltrating - drug effects Lymphocytes, Tumor-Infiltrating - immunology Mutation Nivolumab - adverse effects Nivolumab - therapeutic use Original Research Predictive Value of Tests Programmed Cell Death 1 Receptor - antagonists & inhibitors Reproducibility of Results RNA-Seq Time Factors Transcriptome Treatment Outcome Tumor Microenvironment Tumor Mutational Burden Tumor-Associated Macrophages - drug effects Tumor-Associated Macrophages - immunology Wnt Signaling |
title | Immunogenomics of Colorectal Cancer Response to Checkpoint Blockade: Analysis of the KEYNOTE 177 Trial and Validation Cohorts |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-05T07%3A51%3A18IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pubmed_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Immunogenomics%20of%20Colorectal%20Cancer%20Response%20to%20Checkpoint%C2%A0Blockade:%20Analysis%20of%20the%20KEYNOTE%20177%20Trial%20and%C2%A0Validation%20Cohorts&rft.jtitle=Gastroenterology%20(New%20York,%20N.Y.%201943)&rft.au=Bortolomeazzi,%20Michele&rft.date=2021-10&rft.volume=161&rft.issue=4&rft.spage=1179&rft.epage=1193&rft.pages=1179-1193&rft.issn=0016-5085&rft.eissn=1528-0012&rft_id=info:doi/10.1053/j.gastro.2021.06.064&rft_dat=%3Cpubmed_cross%3E34197832%3C/pubmed_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/34197832&rft_els_id=S0016508521031784&rfr_iscdi=true |