Characterization of neoantigen-specific T cells in cancer resistant to immune checkpoint therapies
Neoantigen-specific T cells are strongly implicated as being critical for effective immune checkpoint blockade treatment (ICB) (e.g., anti–PD-1 and anti–CTLA-4) and are being targeted for vaccination-based therapies. However, ICB treatments show uneven responses between patients, and neoantigen vacc...
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creator | Li, Shamin Simoni, Yannick Zhuang, Summer Gabel, Austin Ma, Shaokang Chee, Jonathan Islas, Laura Cessna, Anthony Creaney, Jenette Bradley, Robert K. Redwood, Alec Robinson, Bruce W. Newell, Evan W. |
description | Neoantigen-specific T cells are strongly implicated as being critical for effective immune checkpoint blockade treatment (ICB) (e.g., anti–PD-1 and anti–CTLA-4) and are being targeted for vaccination-based therapies. However, ICB treatments show uneven responses between patients, and neoantigen vaccination efficiency has yet to be established. Here, we characterize neoantigen-specific CD8⁺ T cells in a tumor that is resistant to ICB and neoantigen vaccination. Leveraging the use of mass cytometry combined with multiplex major histocompatibility complex (MHC) class I tetramer staining, we screened and identified tumor neoantigen–specific CD8⁺ T cells in the Lewis Lung carcinoma (LLC) tumor model (mRiok1). We observed an expansion of mRiok1-specific CD8⁺ tumor-infiltrating lymphocytes (TILs) after ICB targeting PD-1 or CTLA-4 with no sign of tumor regression. The expanded neoantigen-specific CD8⁺ TILs remained phenotypically and functionally exhausted but displayed cytotoxic characteristics. When combining both ICB treatments, mRiok1-specific CD8⁺ TILs showed a stem-like phenotype and a higher capacity to produce cytokines, but tumors did not show signs of regression. Furthermore, combining both ICB treatments with neoantigen vaccination did not induce tumor regression either despite neoantigen-specific CD8⁺ TIL expansion. Overall, this work provides a model for studying neoantigens in an immunotherapy nonresponder model. We showed that a robust neoantigen-specific T-cell response in the LLC tumor model could fail in tumor response to ICB, which will have important implications in designing future immunotherapeutic strategies. |
doi_str_mv | 10.1073/pnas.2025570118 |
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However, ICB treatments show uneven responses between patients, and neoantigen vaccination efficiency has yet to be established. Here, we characterize neoantigen-specific CD8⁺ T cells in a tumor that is resistant to ICB and neoantigen vaccination. Leveraging the use of mass cytometry combined with multiplex major histocompatibility complex (MHC) class I tetramer staining, we screened and identified tumor neoantigen–specific CD8⁺ T cells in the Lewis Lung carcinoma (LLC) tumor model (mRiok1). We observed an expansion of mRiok1-specific CD8⁺ tumor-infiltrating lymphocytes (TILs) after ICB targeting PD-1 or CTLA-4 with no sign of tumor regression. The expanded neoantigen-specific CD8⁺ TILs remained phenotypically and functionally exhausted but displayed cytotoxic characteristics. When combining both ICB treatments, mRiok1-specific CD8⁺ TILs showed a stem-like phenotype and a higher capacity to produce cytokines, but tumors did not show signs of regression. Furthermore, combining both ICB treatments with neoantigen vaccination did not induce tumor regression either despite neoantigen-specific CD8⁺ TIL expansion. Overall, this work provides a model for studying neoantigens in an immunotherapy nonresponder model. We showed that a robust neoantigen-specific T-cell response in the LLC tumor model could fail in tumor response to ICB, which will have important implications in designing future immunotherapeutic strategies.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.2025570118</identifier><identifier>PMID: 34285073</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Animals ; Antigens, Neoplasm - immunology ; Antineoplastic Agents, Immunological - pharmacology ; Biological Sciences ; Cancer ; Carcinoma, Lewis Lung - drug therapy ; Carcinoma, Lewis Lung - immunology ; Carcinoma, Lewis Lung - metabolism ; Carcinoma, Lewis Lung - pathology ; CD8 antigen ; CD8-Positive T-Lymphocytes - immunology ; CTLA-4 protein ; Cytokines ; Cytometry ; Cytotoxicity ; Drug Resistance, Neoplasm ; Female ; Immune checkpoint ; Immunization ; Immunotherapy ; Lung carcinoma ; Lymphocytes ; Lymphocytes T ; Lymphocytes, Tumor-Infiltrating - immunology ; Major histocompatibility complex ; Mice ; Mice, Inbred C57BL ; Neoantigens ; PD-1 protein ; Phenotypes ; Regression ; Tumor-infiltrating lymphocytes ; Tumors ; Vaccination</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2021-07, Vol.118 (30), p.1-10</ispartof><rights>Copyright © 2021 the Author(s). Published by PNAS.</rights><rights>Copyright National Academy of Sciences Jul 27, 2021</rights><rights>Copyright © 2021 the Author(s). Published by PNAS. 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c443t-8aac15fc0a738180bf245890f2da103d9a31a2eb41758f3dece34bed155d8a703</citedby><cites>FETCH-LOGICAL-c443t-8aac15fc0a738180bf245890f2da103d9a31a2eb41758f3dece34bed155d8a703</cites><orcidid>0000-0002-8046-1063 ; 0000-0002-7986-2708 ; 0000-0002-2889-243X ; 0000-0002-1436-373X ; 0000-0003-1465-3718 ; 0000-0002-9391-9395 ; 0000-0002-1418-0327 ; 0000-0002-5281-7923 ; 0000-0001-8601-8292 ; 0000-0002-6983-560X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/27052641$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/27052641$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,723,776,780,799,881,27901,27902,53766,53768,57992,58225</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34285073$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Shamin</creatorcontrib><creatorcontrib>Simoni, Yannick</creatorcontrib><creatorcontrib>Zhuang, Summer</creatorcontrib><creatorcontrib>Gabel, Austin</creatorcontrib><creatorcontrib>Ma, Shaokang</creatorcontrib><creatorcontrib>Chee, Jonathan</creatorcontrib><creatorcontrib>Islas, Laura</creatorcontrib><creatorcontrib>Cessna, Anthony</creatorcontrib><creatorcontrib>Creaney, Jenette</creatorcontrib><creatorcontrib>Bradley, Robert K.</creatorcontrib><creatorcontrib>Redwood, Alec</creatorcontrib><creatorcontrib>Robinson, Bruce W.</creatorcontrib><creatorcontrib>Newell, Evan W.</creatorcontrib><title>Characterization of neoantigen-specific T cells in cancer resistant to immune checkpoint therapies</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Neoantigen-specific T cells are strongly implicated as being critical for effective immune checkpoint blockade treatment (ICB) (e.g., anti–PD-1 and anti–CTLA-4) and are being targeted for vaccination-based therapies. However, ICB treatments show uneven responses between patients, and neoantigen vaccination efficiency has yet to be established. Here, we characterize neoantigen-specific CD8⁺ T cells in a tumor that is resistant to ICB and neoantigen vaccination. Leveraging the use of mass cytometry combined with multiplex major histocompatibility complex (MHC) class I tetramer staining, we screened and identified tumor neoantigen–specific CD8⁺ T cells in the Lewis Lung carcinoma (LLC) tumor model (mRiok1). We observed an expansion of mRiok1-specific CD8⁺ tumor-infiltrating lymphocytes (TILs) after ICB targeting PD-1 or CTLA-4 with no sign of tumor regression. The expanded neoantigen-specific CD8⁺ TILs remained phenotypically and functionally exhausted but displayed cytotoxic characteristics. When combining both ICB treatments, mRiok1-specific CD8⁺ TILs showed a stem-like phenotype and a higher capacity to produce cytokines, but tumors did not show signs of regression. Furthermore, combining both ICB treatments with neoantigen vaccination did not induce tumor regression either despite neoantigen-specific CD8⁺ TIL expansion. Overall, this work provides a model for studying neoantigens in an immunotherapy nonresponder model. We showed that a robust neoantigen-specific T-cell response in the LLC tumor model could fail in tumor response to ICB, which will have important implications in designing future immunotherapeutic strategies.</description><subject>Animals</subject><subject>Antigens, Neoplasm - immunology</subject><subject>Antineoplastic Agents, Immunological - pharmacology</subject><subject>Biological Sciences</subject><subject>Cancer</subject><subject>Carcinoma, Lewis Lung - drug therapy</subject><subject>Carcinoma, Lewis Lung - immunology</subject><subject>Carcinoma, Lewis Lung - metabolism</subject><subject>Carcinoma, Lewis Lung - pathology</subject><subject>CD8 antigen</subject><subject>CD8-Positive T-Lymphocytes - immunology</subject><subject>CTLA-4 protein</subject><subject>Cytokines</subject><subject>Cytometry</subject><subject>Cytotoxicity</subject><subject>Drug Resistance, Neoplasm</subject><subject>Female</subject><subject>Immune checkpoint</subject><subject>Immunization</subject><subject>Immunotherapy</subject><subject>Lung carcinoma</subject><subject>Lymphocytes</subject><subject>Lymphocytes T</subject><subject>Lymphocytes, Tumor-Infiltrating - immunology</subject><subject>Major histocompatibility complex</subject><subject>Mice</subject><subject>Mice, Inbred C57BL</subject><subject>Neoantigens</subject><subject>PD-1 protein</subject><subject>Phenotypes</subject><subject>Regression</subject><subject>Tumor-infiltrating lymphocytes</subject><subject>Tumors</subject><subject>Vaccination</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkcuLFDEQxoMo7rh69qQEvHjp3cprOn0RZPAFC17Wc0inq3cyTidtkhb0rzfNrOPjVFD1q4_66iPkOYMrBq24noPNVxy4Ui0wph-QDYOONVvZwUOyAeBtoyWXF-RJzgcA6JSGx-RCSK5V3d-Qfre3ybqCyf-0xcdA40gDRhuKv8PQ5BmdH72jt9Th8ZipD9TZ4DDRhNnnUkFaIvXTtASkbo_u6xz92txjsrPH_JQ8Gu0x47P7ekm-vH93u_vY3Hz-8Gn39qZxUorSaGsdU6MD2wrNNPQjl0p3MPLBMhBDZwWzHHvJWqVHMaBDIXscmFKDti2IS_LmpDsv_YSDw1CSPZo5-cmmHyZab_6dBL83d_G70YIrvmVV4PW9QIrfFszFTD6vrm19yJJN_fJ6mYCuoq_-Qw9xSaHaW6mt1pyDrtT1iXIp5pxwPB_DwKz5mTU_8ye_uvHybw9n_ndgFXhxAg65xHSe8xaqBcnEL0jsono</recordid><startdate>20210727</startdate><enddate>20210727</enddate><creator>Li, Shamin</creator><creator>Simoni, Yannick</creator><creator>Zhuang, Summer</creator><creator>Gabel, Austin</creator><creator>Ma, Shaokang</creator><creator>Chee, Jonathan</creator><creator>Islas, Laura</creator><creator>Cessna, Anthony</creator><creator>Creaney, Jenette</creator><creator>Bradley, Robert K.</creator><creator>Redwood, Alec</creator><creator>Robinson, Bruce W.</creator><creator>Newell, Evan W.</creator><general>National Academy of Sciences</general><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>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8046-1063</orcidid><orcidid>https://orcid.org/0000-0002-7986-2708</orcidid><orcidid>https://orcid.org/0000-0002-2889-243X</orcidid><orcidid>https://orcid.org/0000-0002-1436-373X</orcidid><orcidid>https://orcid.org/0000-0003-1465-3718</orcidid><orcidid>https://orcid.org/0000-0002-9391-9395</orcidid><orcidid>https://orcid.org/0000-0002-1418-0327</orcidid><orcidid>https://orcid.org/0000-0002-5281-7923</orcidid><orcidid>https://orcid.org/0000-0001-8601-8292</orcidid><orcidid>https://orcid.org/0000-0002-6983-560X</orcidid></search><sort><creationdate>20210727</creationdate><title>Characterization of neoantigen-specific T cells in cancer resistant to immune checkpoint therapies</title><author>Li, Shamin ; Simoni, Yannick ; Zhuang, Summer ; Gabel, Austin ; Ma, Shaokang ; Chee, Jonathan ; Islas, Laura ; Cessna, Anthony ; Creaney, Jenette ; Bradley, Robert K. ; Redwood, Alec ; Robinson, Bruce W. ; Newell, Evan W.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c443t-8aac15fc0a738180bf245890f2da103d9a31a2eb41758f3dece34bed155d8a703</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Animals</topic><topic>Antigens, Neoplasm - immunology</topic><topic>Antineoplastic Agents, Immunological - pharmacology</topic><topic>Biological Sciences</topic><topic>Cancer</topic><topic>Carcinoma, Lewis Lung - drug therapy</topic><topic>Carcinoma, Lewis Lung - immunology</topic><topic>Carcinoma, Lewis Lung - metabolism</topic><topic>Carcinoma, Lewis Lung - pathology</topic><topic>CD8 antigen</topic><topic>CD8-Positive T-Lymphocytes - immunology</topic><topic>CTLA-4 protein</topic><topic>Cytokines</topic><topic>Cytometry</topic><topic>Cytotoxicity</topic><topic>Drug Resistance, Neoplasm</topic><topic>Female</topic><topic>Immune checkpoint</topic><topic>Immunization</topic><topic>Immunotherapy</topic><topic>Lung carcinoma</topic><topic>Lymphocytes</topic><topic>Lymphocytes T</topic><topic>Lymphocytes, Tumor-Infiltrating - immunology</topic><topic>Major histocompatibility complex</topic><topic>Mice</topic><topic>Mice, Inbred C57BL</topic><topic>Neoantigens</topic><topic>PD-1 protein</topic><topic>Phenotypes</topic><topic>Regression</topic><topic>Tumor-infiltrating lymphocytes</topic><topic>Tumors</topic><topic>Vaccination</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Shamin</creatorcontrib><creatorcontrib>Simoni, Yannick</creatorcontrib><creatorcontrib>Zhuang, Summer</creatorcontrib><creatorcontrib>Gabel, Austin</creatorcontrib><creatorcontrib>Ma, Shaokang</creatorcontrib><creatorcontrib>Chee, Jonathan</creatorcontrib><creatorcontrib>Islas, Laura</creatorcontrib><creatorcontrib>Cessna, Anthony</creatorcontrib><creatorcontrib>Creaney, Jenette</creatorcontrib><creatorcontrib>Bradley, Robert K.</creatorcontrib><creatorcontrib>Redwood, Alec</creatorcontrib><creatorcontrib>Robinson, Bruce W.</creatorcontrib><creatorcontrib>Newell, Evan W.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Shamin</au><au>Simoni, Yannick</au><au>Zhuang, Summer</au><au>Gabel, Austin</au><au>Ma, Shaokang</au><au>Chee, Jonathan</au><au>Islas, Laura</au><au>Cessna, Anthony</au><au>Creaney, Jenette</au><au>Bradley, Robert K.</au><au>Redwood, Alec</au><au>Robinson, Bruce W.</au><au>Newell, Evan W.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Characterization of neoantigen-specific T cells in cancer resistant to immune checkpoint therapies</atitle><jtitle>Proceedings of the National Academy of Sciences - PNAS</jtitle><addtitle>Proc Natl Acad Sci U S A</addtitle><date>2021-07-27</date><risdate>2021</risdate><volume>118</volume><issue>30</issue><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>0027-8424</issn><eissn>1091-6490</eissn><abstract>Neoantigen-specific T cells are strongly implicated as being critical for effective immune checkpoint blockade treatment (ICB) (e.g., anti–PD-1 and anti–CTLA-4) and are being targeted for vaccination-based therapies. However, ICB treatments show uneven responses between patients, and neoantigen vaccination efficiency has yet to be established. Here, we characterize neoantigen-specific CD8⁺ T cells in a tumor that is resistant to ICB and neoantigen vaccination. Leveraging the use of mass cytometry combined with multiplex major histocompatibility complex (MHC) class I tetramer staining, we screened and identified tumor neoantigen–specific CD8⁺ T cells in the Lewis Lung carcinoma (LLC) tumor model (mRiok1). We observed an expansion of mRiok1-specific CD8⁺ tumor-infiltrating lymphocytes (TILs) after ICB targeting PD-1 or CTLA-4 with no sign of tumor regression. The expanded neoantigen-specific CD8⁺ TILs remained phenotypically and functionally exhausted but displayed cytotoxic characteristics. When combining both ICB treatments, mRiok1-specific CD8⁺ TILs showed a stem-like phenotype and a higher capacity to produce cytokines, but tumors did not show signs of regression. Furthermore, combining both ICB treatments with neoantigen vaccination did not induce tumor regression either despite neoantigen-specific CD8⁺ TIL expansion. Overall, this work provides a model for studying neoantigens in an immunotherapy nonresponder model. We showed that a robust neoantigen-specific T-cell response in the LLC tumor model could fail in tumor response to ICB, which will have important implications in designing future immunotherapeutic strategies.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>34285073</pmid><doi>10.1073/pnas.2025570118</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-8046-1063</orcidid><orcidid>https://orcid.org/0000-0002-7986-2708</orcidid><orcidid>https://orcid.org/0000-0002-2889-243X</orcidid><orcidid>https://orcid.org/0000-0002-1436-373X</orcidid><orcidid>https://orcid.org/0000-0003-1465-3718</orcidid><orcidid>https://orcid.org/0000-0002-9391-9395</orcidid><orcidid>https://orcid.org/0000-0002-1418-0327</orcidid><orcidid>https://orcid.org/0000-0002-5281-7923</orcidid><orcidid>https://orcid.org/0000-0001-8601-8292</orcidid><orcidid>https://orcid.org/0000-0002-6983-560X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Antigens, Neoplasm - immunology Antineoplastic Agents, Immunological - pharmacology Biological Sciences Cancer Carcinoma, Lewis Lung - drug therapy Carcinoma, Lewis Lung - immunology Carcinoma, Lewis Lung - metabolism Carcinoma, Lewis Lung - pathology CD8 antigen CD8-Positive T-Lymphocytes - immunology CTLA-4 protein Cytokines Cytometry Cytotoxicity Drug Resistance, Neoplasm Female Immune checkpoint Immunization Immunotherapy Lung carcinoma Lymphocytes Lymphocytes T Lymphocytes, Tumor-Infiltrating - immunology Major histocompatibility complex Mice Mice, Inbred C57BL Neoantigens PD-1 protein Phenotypes Regression Tumor-infiltrating lymphocytes Tumors Vaccination |
title | Characterization of neoantigen-specific T cells in cancer resistant to immune checkpoint therapies |
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