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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Published in | Gastroenterology (New York, N.Y. 1943) Vol. 161; no. 4; pp. 1179 - 1193 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.10.2021
W.B. Saunders |
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Abstract | 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. |
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AbstractList | 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. 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.BACKGROUND & AIMSColorectal 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.METHODSWe 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.RESULTSIn 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.CONCLUSIONSOur 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. 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. 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. |
Author | Wilson, Gareth A. Kohl, Johannes Rodriguez-Justo, Manuel Spencer, Jo Parker, Peter J. Acha-Sagredo, Amelia Arkenau, Hendrik-Tobias Fontana, Elisa Denner, Tamara Miles, James Petrov, Nedyalko Shiu, Kai-Keen Montorsi, Lucia Temelkovski, Damjan John, Susan Bortolomeazzi, Michele Swanton, Charles Keddar, Mohamed Reda Al Bakir, Maise Goldstone, Robert Benedetti, Lorena Kunene, Victoria Wai, Patty Ward, Sophia Todd, Katrina Nye, Emma Larijani, Banafshe Choi, Subin Ciccarelli, Francesca D. |
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jo.spencer@kcl.ac.uk organization: School of Immunology and Microbial Sciences, King’s College London, London, United Kingdom – sequence: 29 givenname: Francesca D. orcidid: 0000-0002-9325-0900 surname: Ciccarelli fullname: Ciccarelli, Francesca D. email: francesca.ciccarelli@crick.ac.uk organization: Cancer Systems Biology Laboratory, The Francis Crick Institute, London, United Kingdom |
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Cites_doi | 10.1038/s41592-018-0051-x 10.1038/nbt.3344 10.1093/nar/gkq603 10.1158/1535-7163.MCT-17-0386 10.1038/ncomms3680 10.1038/s41575-019-0126-x 10.1038/nmeth.2883 10.1038/s41592-020-01013-2 10.1126/science.aar4060 10.1038/s41586-019-1836-5 10.1038/nbt.4096 10.1038/nature08460 10.1126/science.aan6733 10.1093/annonc/mdz134 10.1038/s41598-017-17204-5 10.1038/nature11252 10.1158/2159-8290.CD-20-0987 10.1038/s41588-018-0312-8 10.1056/NEJMoa2017699 10.1136/gutjnl-2019-318672 10.1016/j.cell.2017.10.001 10.1186/s12859-019-2876-4 10.1038/s41467-017-01062-w 10.1038/s41467-019-10898-3 10.1158/2159-8290.CD-17-1327 10.1093/jnci/djq310 10.1186/s13073-020-00729-2 10.1158/0008-5472.CAN-20-1117 10.1073/pnas.1009843107 10.1038/nbt.2696 10.1038/nature14404 10.1016/j.immuni.2018.12.021 10.1186/1471-2164-15-74 10.1038/nmeth.f.376 10.1056/NEJMoa1500596 10.1016/j.ccell.2018.11.003 10.1038/s41588-020-00752-4 10.1186/s13059-014-0550-8 |
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References | de Vries, van Unen, Ijsselsteijn (bib33) 2020; 69 Jansen, Prokhnevska, Master (bib34) 2019; 576 Bortolomeazzi, Montorsi, Temelkovski (bib8) 2021; 2021 Valero, Lee, Hoen (bib28) 2021; 53 Kim, Scheffler, Halpern (bib12) 2018; 15 Ganesh, Stadler, Cercek (bib4) 2019; 16 Siddiqui, Schaeuble, Chennupati (bib35) 2019; 50 Wang, Li, Hakonarson (bib13) 2010; 38 Gurjao, Tsukrov, Imakaev (bib37) 2020; 2020 Wood, Weeder, David (bib38) 2020; 12 Frampton, Fichtenholtz, Otto (bib40) 2013; 31 Barbie, Tamayo, Boehm (bib42) 2009; 462 Cancer Genome Atlas (bib23) 2012; 487 Samstein, Lee, Shoushtari, Hellmann (bib26) 2019; 51 Hoos, Eggermont, Janetzki (bib6) 2010; 102 André, Shiu, Kim (bib5) 2020; 383 Bankhead, Loughrey, Fernandez (bib7) 2017; 7 Butler, Hoffman, Smibert (bib9) 2018; 36 Shukla, Rooney, Rajasagi (bib16) 2015; 33 Le, Uram, Wang (bib2) 2015; 372 Moll, Ante, Seitz (bib19) 2014; 11 Germano, Lu, Rospo (bib36) 2021; 11 Le, Durham, Smith (bib25) 2017; 357 Love, Huber, Anders (bib20) 2014; 15 Goodman, Kato, Bazhenova (bib24) 2017; 16 Schrock, Ouyang, Sandhu (bib27) 2019; 30 Grasso, Giannakis, Wells (bib29) 2018; 8 Sade-Feldman, Jiao, Chen (bib31) 2017; 8 Middha, Yaeger, Shia (bib32) 2019; 3 Van den Eynde, Mlecnik, Bindea (bib3) 2018; 34 Sánchez-Magraner, Miles, Baker (bib22) 2020; 80 Herbst, Jurinovic, Krebs (bib43) 2014; 15 Mourikis, Benedetti, Foxall (bib14) 2019; 10 Tarabichi, Salcedo, Deshwar (bib41) 2021; 18 Roth, Khattra, Yap (bib18) 2014; 11 Spranger, Bao, Gajewski (bib30) 2015; 523 Ester, Kriegel, Sander (bib10) 1996 McGranahan, Rosenthal, Hiley (bib39) 2017; 171 Carlson, Emerson, Sherwood (bib21) 2013; 4 Ribas, Wolchok (bib1) 2018; 359 Van Loo, Nordgard, Lingjaerde (bib15) 2010; 107 Li (bib11) Schenck, Lakatos, Gatenbee (bib17) 2019; 20 Moll (10.1053/j.gastro.2021.06.064_bib19) 2014; 11 Bortolomeazzi (10.1053/j.gastro.2021.06.064_bib8) 2021; 2021 Shukla (10.1053/j.gastro.2021.06.064_bib16) 2015; 33 Cancer Genome Atlas (10.1053/j.gastro.2021.06.064_bib23) 2012; 487 Germano (10.1053/j.gastro.2021.06.064_bib36) 2021; 11 Kim (10.1053/j.gastro.2021.06.064_bib12) 2018; 15 de Vries (10.1053/j.gastro.2021.06.064_bib33) 2020; 69 Spranger (10.1053/j.gastro.2021.06.064_bib30) 2015; 523 Wood (10.1053/j.gastro.2021.06.064_bib38) 2020; 12 Roth (10.1053/j.gastro.2021.06.064_bib18) 2014; 11 Sánchez-Magraner (10.1053/j.gastro.2021.06.064_bib22) 2020; 80 Jansen (10.1053/j.gastro.2021.06.064_bib34) 2019; 576 Mourikis (10.1053/j.gastro.2021.06.064_bib14) 2019; 10 Samstein (10.1053/j.gastro.2021.06.064_bib26) 2019; 51 Sade-Feldman (10.1053/j.gastro.2021.06.064_bib31) 2017; 8 Hoos (10.1053/j.gastro.2021.06.064_bib6) 2010; 102 Carlson (10.1053/j.gastro.2021.06.064_bib21) 2013; 4 Siddiqui (10.1053/j.gastro.2021.06.064_bib35) 2019; 50 Li (10.1053/j.gastro.2021.06.064_bib11) Tarabichi (10.1053/j.gastro.2021.06.064_bib41) 2021; 18 Butler (10.1053/j.gastro.2021.06.064_bib9) 2018; 36 Love (10.1053/j.gastro.2021.06.064_bib20) 2014; 15 Barbie (10.1053/j.gastro.2021.06.064_bib42) 2009; 462 André (10.1053/j.gastro.2021.06.064_bib5) 2020; 383 Schenck (10.1053/j.gastro.2021.06.064_bib17) 2019; 20 Frampton (10.1053/j.gastro.2021.06.064_bib40) 2013; 31 Le (10.1053/j.gastro.2021.06.064_bib2) 2015; 372 Wang (10.1053/j.gastro.2021.06.064_bib13) 2010; 38 Herbst (10.1053/j.gastro.2021.06.064_bib43) 2014; 15 Ganesh (10.1053/j.gastro.2021.06.064_bib4) 2019; 16 Middha (10.1053/j.gastro.2021.06.064_bib32) 2019; 3 Ester (10.1053/j.gastro.2021.06.064_bib10) 1996 Bankhead (10.1053/j.gastro.2021.06.064_bib7) 2017; 7 Van Loo (10.1053/j.gastro.2021.06.064_bib15) 2010; 107 Schrock (10.1053/j.gastro.2021.06.064_bib27) 2019; 30 Le (10.1053/j.gastro.2021.06.064_bib25) 2017; 357 Valero (10.1053/j.gastro.2021.06.064_bib28) 2021; 53 Van den Eynde (10.1053/j.gastro.2021.06.064_bib3) 2018; 34 Goodman (10.1053/j.gastro.2021.06.064_bib24) 2017; 16 Grasso (10.1053/j.gastro.2021.06.064_bib29) 2018; 8 McGranahan (10.1053/j.gastro.2021.06.064_bib39) 2017; 171 Ribas (10.1053/j.gastro.2021.06.064_bib1) 2018; 359 Gurjao (10.1053/j.gastro.2021.06.064_bib37) 2020; 2020 |
References_xml | – volume: 8 start-page: 1136 year: 2017 ident: bib31 article-title: Resistance to checkpoint blockade therapy through inactivation of antigen presentation publication-title: Nat Commun – volume: 576 start-page: 465 year: 2019 end-page: 470 ident: bib34 article-title: An intra-tumoral niche maintains and differentiates stem-like CD8 T cells publication-title: Nature – volume: 11 start-page: 396 year: 2014 end-page: 398 ident: bib18 article-title: PyClone: statistical inference of clonal population structure in cancer publication-title: Nat Methods – ident: bib11 article-title: Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM – volume: 2020 year: 2020 ident: bib37 article-title: Limited evidence of tumour mutational burden as a biomarker of response to immunotherapy publication-title: bioRxiv – volume: 523 start-page: 231 year: 2015 end-page: 235 ident: bib30 article-title: Melanoma-intrinsic β-catenin signalling prevents anti-tumour immunity publication-title: Nature – volume: 107 start-page: 16910 year: 2010 end-page: 16915 ident: bib15 article-title: Allele-specific copy number analysis of tumors publication-title: Proc Natl Acad Sci U S A – volume: 487 start-page: 330 year: 2012 end-page: 337 ident: bib23 article-title: Comprehensive molecular characterization of human colon and rectal cancer publication-title: Nature – volume: 2021 year: 2021 ident: bib8 article-title: A SIMPLI (Single-cell Identification from MultiPLexed Images) approach for spatially resolved tissue phenotyping at single-cell resolution publication-title: bioRxiv – volume: 357 start-page: 409 year: 2017 end-page: 413 ident: bib25 article-title: Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade publication-title: Science – volume: 359 start-page: 1350 year: 2018 end-page: 1355 ident: bib1 article-title: Cancer immunotherapy using checkpoint blockade publication-title: Science – volume: 51 start-page: 202 year: 2019 end-page: 206 ident: bib26 article-title: Tumor mutational load predicts survival after immunotherapy across multiple cancer types publication-title: Nat Genet – volume: 10 start-page: 3101 year: 2019 ident: bib14 article-title: Patient-specific cancer genes contribute to recurrently perturbed pathways and establish therapeutic vulnerabilities in esophageal adenocarcinoma publication-title: Nat Commun – volume: 50 start-page: 195 year: 2019 end-page: 211.e10 ident: bib35 article-title: Intratumoral Tcf1+PD-1+CD8+ T cells with stem-like properties promote tumor control in response to vaccination and checkpoint blockade immunotherapy publication-title: Immunity – volume: 20 start-page: 264 year: 2019 ident: bib17 article-title: NeoPredPipe: high-throughput neoantigen prediction and recognition potential pipeline publication-title: BMC Bioinform – volume: 171 start-page: 1259 year: 2017 end-page: 1271.e11 ident: bib39 article-title: Allele-specific HLA loss and immune escape in lung cancer evolution publication-title: Cell – volume: 372 start-page: 2509 year: 2015 end-page: 2520 ident: bib2 article-title: PD-1 blockade in tumors with mismatch-repair deficiency publication-title: N Engl J Med – volume: 53 start-page: 11 year: 2021 end-page: 15 ident: bib28 article-title: The association between tumor mutational burden and prognosis is dependent on treatment context publication-title: Nat Genet – volume: 31 start-page: 1023 year: 2013 end-page: 1031 ident: bib40 article-title: Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing publication-title: Nat Biotechnol – volume: 12 start-page: 33 year: 2020 ident: bib38 article-title: Burden of tumor mutations, neoepitopes, and other variants are weak predictors of cancer immunotherapy response and overall survival publication-title: Genome Med – volume: 383 start-page: 2207 year: 2020 end-page: 2218 ident: bib5 article-title: Pembrolizumab in microsatellite-instability–high advanced colorectal cancer publication-title: N Engl J Med – volume: 15 start-page: 74 year: 2014 ident: bib43 article-title: Comprehensive analysis of β-catenin target genes in colorectal carcinoma cell lines with deregulated Wnt/β-catenin signaling publication-title: BMC Genomics – volume: 11 start-page: 1844 year: 2021 end-page: 1859 ident: bib36 article-title: CD4 T cell dependent rejection of beta 2 microglobulin null mismatch repair deficient tumors publication-title: Cancer Discov – volume: 34 start-page: 1012 year: 2018 end-page: 1026.e3 ident: bib3 article-title: The link between the multiverse of immune microenvironments in metastases and the survival of colorectal cancer patients publication-title: Cancer Cell – volume: 15 start-page: 550 year: 2014 ident: bib20 article-title: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 publication-title: Genome Biol – volume: 8 start-page: 730 year: 2018 end-page: 749 ident: bib29 article-title: Genetic mechanisms of immune evasion in colorectal cancer publication-title: Cancer Discov – volume: 18 start-page: 144 year: 2021 end-page: 155 ident: bib41 article-title: A practical guide to cancer subclonal reconstruction from DNA sequencing publication-title: Nat Methods – volume: 462 start-page: 108 year: 2009 ident: bib42 article-title: Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 publication-title: Nature – volume: 102 start-page: 1388 year: 2010 end-page: 1397 ident: bib6 article-title: Improved endpoints for cancer immunotherapy trials publication-title: J Natl Cancer Inst – volume: 16 start-page: 361 year: 2019 end-page: 375 ident: bib4 article-title: Immunotherapy in colorectal cancer: rationale, challenges and potential publication-title: Nat Rev Gastroenterol Hepatol – volume: 3 year: 2019 ident: bib32 article-title: Majority of B2M-mutant and-deficient colorectal carcinomas achieve clinical benefit from immune checkpoint inhibitor therapy and are microsatellite instability-high publication-title: JCO Precis Oncol – volume: 7 start-page: 16878 year: 2017 ident: bib7 article-title: QuPath: open source software for digital pathology image analysis publication-title: Sci Rep – volume: 33 start-page: 1152 year: 2015 end-page: 1158 ident: bib16 article-title: Comprehensive analysis of cancer-associated somatic mutations in class I HLA genes publication-title: Nat Biotechnol – volume: 38 start-page: e164 year: 2010 ident: bib13 article-title: ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data publication-title: Nucleic Acids Res – volume: 69 start-page: 691 year: 2020 end-page: 703 ident: bib33 article-title: High-dimensional cytometric analysis of colorectal cancer reveals novel mediators of antitumour immunity publication-title: Gut – volume: 15 start-page: 591 year: 2018 end-page: 594 ident: bib12 article-title: Strelka2: fast and accurate calling of germline and somatic variants publication-title: Nat Methods – volume: 80 start-page: 4244 year: 2020 ident: bib22 article-title: High PD-1/PD-L1 checkpoint interaction infers tumor selection and therapeutic sensitivity to anti-PD-1/PD-L1 treatment publication-title: Cancer Res – volume: 30 start-page: 1096 year: 2019 end-page: 1103 ident: bib27 article-title: Tumor mutational burden is predictive of response to immune checkpoint inhibitors in MSI-high metastatic colorectal cancer publication-title: Ann Oncol – volume: 11 year: 2014 ident: bib19 article-title: QuantSeq 3′ mRNA sequencing for RNA quantification publication-title: Nat Methods – volume: 4 start-page: 2680 year: 2013 ident: bib21 article-title: Using synthetic templates to design an unbiased multiplex PCR assay publication-title: Nat Commun – start-page: 226 year: 1996 end-page: 231 ident: bib10 article-title: A density-based algorithm for discovering clusters in large spatial databases with noise publication-title: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining – volume: 36 start-page: 411 year: 2018 end-page: 420 ident: bib9 article-title: Integrating single-cell transcriptomic data across different conditions, technologies, and species publication-title: Nat Biotechnol – volume: 16 start-page: 2598 year: 2017 ident: bib24 article-title: Tumor mutational burden as an independent predictor of response to immunotherapy in diverse cancers publication-title: Mol Cancer Ther – volume: 15 start-page: 591 year: 2018 ident: 10.1053/j.gastro.2021.06.064_bib12 article-title: Strelka2: fast and accurate calling of germline and somatic variants publication-title: Nat Methods doi: 10.1038/s41592-018-0051-x – volume: 33 start-page: 1152 year: 2015 ident: 10.1053/j.gastro.2021.06.064_bib16 article-title: Comprehensive analysis of cancer-associated somatic mutations in class I HLA genes publication-title: Nat Biotechnol doi: 10.1038/nbt.3344 – volume: 38 start-page: e164 year: 2010 ident: 10.1053/j.gastro.2021.06.064_bib13 article-title: ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data publication-title: Nucleic Acids Res doi: 10.1093/nar/gkq603 – volume: 16 start-page: 2598 year: 2017 ident: 10.1053/j.gastro.2021.06.064_bib24 article-title: Tumor mutational burden as an independent predictor of response to immunotherapy in diverse cancers publication-title: Mol Cancer Ther doi: 10.1158/1535-7163.MCT-17-0386 – volume: 4 start-page: 2680 year: 2013 ident: 10.1053/j.gastro.2021.06.064_bib21 article-title: Using synthetic templates to design an unbiased multiplex PCR assay publication-title: Nat Commun doi: 10.1038/ncomms3680 – volume: 16 start-page: 361 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib4 article-title: Immunotherapy in colorectal cancer: rationale, challenges and potential publication-title: Nat Rev Gastroenterol Hepatol doi: 10.1038/s41575-019-0126-x – volume: 11 start-page: 396 year: 2014 ident: 10.1053/j.gastro.2021.06.064_bib18 article-title: PyClone: statistical inference of clonal population structure in cancer publication-title: Nat Methods doi: 10.1038/nmeth.2883 – volume: 18 start-page: 144 year: 2021 ident: 10.1053/j.gastro.2021.06.064_bib41 article-title: A practical guide to cancer subclonal reconstruction from DNA sequencing publication-title: Nat Methods doi: 10.1038/s41592-020-01013-2 – volume: 359 start-page: 1350 year: 2018 ident: 10.1053/j.gastro.2021.06.064_bib1 article-title: Cancer immunotherapy using checkpoint blockade publication-title: Science doi: 10.1126/science.aar4060 – volume: 576 start-page: 465 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib34 article-title: An intra-tumoral niche maintains and differentiates stem-like CD8 T cells publication-title: Nature doi: 10.1038/s41586-019-1836-5 – volume: 36 start-page: 411 year: 2018 ident: 10.1053/j.gastro.2021.06.064_bib9 article-title: Integrating single-cell transcriptomic data across different conditions, technologies, and species publication-title: Nat Biotechnol doi: 10.1038/nbt.4096 – volume: 462 start-page: 108 year: 2009 ident: 10.1053/j.gastro.2021.06.064_bib42 article-title: Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1 publication-title: Nature doi: 10.1038/nature08460 – ident: 10.1053/j.gastro.2021.06.064_bib11 – volume: 357 start-page: 409 year: 2017 ident: 10.1053/j.gastro.2021.06.064_bib25 article-title: Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade publication-title: Science doi: 10.1126/science.aan6733 – volume: 30 start-page: 1096 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib27 article-title: Tumor mutational burden is predictive of response to immune checkpoint inhibitors in MSI-high metastatic colorectal cancer publication-title: Ann Oncol doi: 10.1093/annonc/mdz134 – volume: 7 start-page: 16878 year: 2017 ident: 10.1053/j.gastro.2021.06.064_bib7 article-title: QuPath: open source software for digital pathology image analysis publication-title: Sci Rep doi: 10.1038/s41598-017-17204-5 – volume: 487 start-page: 330 year: 2012 ident: 10.1053/j.gastro.2021.06.064_bib23 article-title: Comprehensive molecular characterization of human colon and rectal cancer publication-title: Nature doi: 10.1038/nature11252 – volume: 11 start-page: 1844 year: 2021 ident: 10.1053/j.gastro.2021.06.064_bib36 article-title: CD4 T cell dependent rejection of beta 2 microglobulin null mismatch repair deficient tumors publication-title: Cancer Discov doi: 10.1158/2159-8290.CD-20-0987 – volume: 2020 year: 2020 ident: 10.1053/j.gastro.2021.06.064_bib37 article-title: Limited evidence of tumour mutational burden as a biomarker of response to immunotherapy publication-title: bioRxiv – volume: 51 start-page: 202 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib26 article-title: Tumor mutational load predicts survival after immunotherapy across multiple cancer types publication-title: Nat Genet doi: 10.1038/s41588-018-0312-8 – volume: 383 start-page: 2207 year: 2020 ident: 10.1053/j.gastro.2021.06.064_bib5 article-title: Pembrolizumab in microsatellite-instability–high advanced colorectal cancer publication-title: N Engl J Med doi: 10.1056/NEJMoa2017699 – volume: 69 start-page: 691 year: 2020 ident: 10.1053/j.gastro.2021.06.064_bib33 article-title: High-dimensional cytometric analysis of colorectal cancer reveals novel mediators of antitumour immunity publication-title: Gut doi: 10.1136/gutjnl-2019-318672 – volume: 171 start-page: 1259 year: 2017 ident: 10.1053/j.gastro.2021.06.064_bib39 article-title: Allele-specific HLA loss and immune escape in lung cancer evolution publication-title: Cell doi: 10.1016/j.cell.2017.10.001 – volume: 2021 year: 2021 ident: 10.1053/j.gastro.2021.06.064_bib8 article-title: A SIMPLI (Single-cell Identification from MultiPLexed Images) approach for spatially resolved tissue phenotyping at single-cell resolution publication-title: bioRxiv – volume: 3 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib32 article-title: Majority of B2M-mutant and-deficient colorectal carcinomas achieve clinical benefit from immune checkpoint inhibitor therapy and are microsatellite instability-high publication-title: JCO Precis Oncol – volume: 20 start-page: 264 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib17 article-title: NeoPredPipe: high-throughput neoantigen prediction and recognition potential pipeline publication-title: BMC Bioinform doi: 10.1186/s12859-019-2876-4 – volume: 8 start-page: 1136 year: 2017 ident: 10.1053/j.gastro.2021.06.064_bib31 article-title: Resistance to checkpoint blockade therapy through inactivation of antigen presentation publication-title: Nat Commun doi: 10.1038/s41467-017-01062-w – volume: 10 start-page: 3101 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib14 article-title: Patient-specific cancer genes contribute to recurrently perturbed pathways and establish therapeutic vulnerabilities in esophageal adenocarcinoma publication-title: Nat Commun doi: 10.1038/s41467-019-10898-3 – volume: 8 start-page: 730 year: 2018 ident: 10.1053/j.gastro.2021.06.064_bib29 article-title: Genetic mechanisms of immune evasion in colorectal cancer publication-title: Cancer Discov doi: 10.1158/2159-8290.CD-17-1327 – volume: 102 start-page: 1388 year: 2010 ident: 10.1053/j.gastro.2021.06.064_bib6 article-title: Improved endpoints for cancer immunotherapy trials publication-title: J Natl Cancer Inst doi: 10.1093/jnci/djq310 – volume: 12 start-page: 33 year: 2020 ident: 10.1053/j.gastro.2021.06.064_bib38 article-title: Burden of tumor mutations, neoepitopes, and other variants are weak predictors of cancer immunotherapy response and overall survival publication-title: Genome Med doi: 10.1186/s13073-020-00729-2 – start-page: 226 year: 1996 ident: 10.1053/j.gastro.2021.06.064_bib10 article-title: A density-based algorithm for discovering clusters in large spatial databases with noise publication-title: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining – volume: 80 start-page: 4244 year: 2020 ident: 10.1053/j.gastro.2021.06.064_bib22 article-title: High PD-1/PD-L1 checkpoint interaction infers tumor selection and therapeutic sensitivity to anti-PD-1/PD-L1 treatment publication-title: Cancer Res doi: 10.1158/0008-5472.CAN-20-1117 – volume: 107 start-page: 16910 year: 2010 ident: 10.1053/j.gastro.2021.06.064_bib15 article-title: Allele-specific copy number analysis of tumors publication-title: Proc Natl Acad Sci U S A doi: 10.1073/pnas.1009843107 – volume: 31 start-page: 1023 year: 2013 ident: 10.1053/j.gastro.2021.06.064_bib40 article-title: Development and validation of a clinical cancer genomic profiling test based on massively parallel DNA sequencing publication-title: Nat Biotechnol doi: 10.1038/nbt.2696 – volume: 523 start-page: 231 year: 2015 ident: 10.1053/j.gastro.2021.06.064_bib30 article-title: Melanoma-intrinsic β-catenin signalling prevents anti-tumour immunity publication-title: Nature doi: 10.1038/nature14404 – volume: 50 start-page: 195 year: 2019 ident: 10.1053/j.gastro.2021.06.064_bib35 article-title: Intratumoral Tcf1+PD-1+CD8+ T cells with stem-like properties promote tumor control in response to vaccination and checkpoint blockade immunotherapy publication-title: Immunity doi: 10.1016/j.immuni.2018.12.021 – volume: 15 start-page: 74 year: 2014 ident: 10.1053/j.gastro.2021.06.064_bib43 article-title: Comprehensive analysis of β-catenin target genes in colorectal carcinoma cell lines with deregulated Wnt/β-catenin signaling publication-title: BMC Genomics doi: 10.1186/1471-2164-15-74 – volume: 11 year: 2014 ident: 10.1053/j.gastro.2021.06.064_bib19 article-title: QuantSeq 3′ mRNA sequencing for RNA quantification publication-title: Nat Methods doi: 10.1038/nmeth.f.376 – volume: 372 start-page: 2509 year: 2015 ident: 10.1053/j.gastro.2021.06.064_bib2 article-title: PD-1 blockade in tumors with mismatch-repair deficiency publication-title: N Engl J Med doi: 10.1056/NEJMoa1500596 – volume: 34 start-page: 1012 year: 2018 ident: 10.1053/j.gastro.2021.06.064_bib3 article-title: The link between the multiverse of immune microenvironments in metastases and the survival of colorectal cancer patients publication-title: Cancer Cell doi: 10.1016/j.ccell.2018.11.003 – volume: 53 start-page: 11 year: 2021 ident: 10.1053/j.gastro.2021.06.064_bib28 article-title: The association between tumor mutational burden and prognosis is dependent on treatment context publication-title: Nat Genet doi: 10.1038/s41588-020-00752-4 – volume: 15 start-page: 550 year: 2014 ident: 10.1053/j.gastro.2021.06.064_bib20 article-title: Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 publication-title: Genome Biol doi: 10.1186/s13059-014-0550-8 |
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Snippet | Colorectal cancer (CRC) shows variable response to immune checkpoint blockade, which can only partially be explained by high tumor mutational burden (TMB). We... Colorectal cancers responsive to anti-programmed cell death 1 immunotherapy show clonal immunogenic mutations, low Wnt activation, beta-2-microglobulin... |
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SubjectTerms | 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 |
URI | https://www.clinicalkey.com/#!/content/1-s2.0-S0016508521031784 https://dx.doi.org/10.1053/j.gastro.2021.06.064 https://www.ncbi.nlm.nih.gov/pubmed/34197832 https://www.proquest.com/docview/2548413071 https://pubmed.ncbi.nlm.nih.gov/PMC8527923 |
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