MHC class I-associated peptides derive from selective regions of the human genome
MHC class I-associated peptides (MAPs) define the immune self for CD8+ T lymphocytes and are key targets of cancer immunosurveillance. Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability...
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Veröffentlicht in: | The Journal of clinical investigation 2016-12, Vol.126 (12), p.4690-4701 |
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creator | Pearson, Hillary Daouda, Tariq Granados, Diana Paola Durette, Chantal Bonneil, Eric Courcelles, Mathieu Rodenbrock, Anja Laverdure, Jean-Philippe Côté, Caroline Mader, Sylvie Lemieux, Sébastien Thibault, Pierre Perreault, Claude |
description | MHC class I-associated peptides (MAPs) define the immune self for CD8+ T lymphocytes and are key targets of cancer immunosurveillance. Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability of discrete genes to generate MAPs. Using proteogenomics, we have identified 25,270 MAPs isolated from the B lymphocytes of 18 individuals who collectively expressed 27 high-frequency HLA-A,B allotypes. The entire MAP repertoire presented by these 27 allotypes covered only 10% of the exomic sequences expressed in B lymphocytes. Indeed, 41% of expressed protein-coding genes generated no MAPs, while 59% of genes generated up to 64 MAPs, often derived from adjacent regions and presented by different allotypes. We next identified several features of transcripts and proteins associated with efficient MAP production. From these data, we built a logistic regression model that predicts with good accuracy whether a gene generates MAPs. Our results show preferential selection of MAPs from a limited repertoire of proteins with distinctive features. The notion that the MHC class I immunopeptidome presents only a small fraction of the protein-coding genome for monitoring by the immune system has profound implications in autoimmunity and cancer immunology. |
doi_str_mv | 10.1172/JCI88590 |
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Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability of discrete genes to generate MAPs. Using proteogenomics, we have identified 25,270 MAPs isolated from the B lymphocytes of 18 individuals who collectively expressed 27 high-frequency HLA-A,B allotypes. The entire MAP repertoire presented by these 27 allotypes covered only 10% of the exomic sequences expressed in B lymphocytes. Indeed, 41% of expressed protein-coding genes generated no MAPs, while 59% of genes generated up to 64 MAPs, often derived from adjacent regions and presented by different allotypes. We next identified several features of transcripts and proteins associated with efficient MAP production. From these data, we built a logistic regression model that predicts with good accuracy whether a gene generates MAPs. Our results show preferential selection of MAPs from a limited repertoire of proteins with distinctive features. The notion that the MHC class I immunopeptidome presents only a small fraction of the protein-coding genome for monitoring by the immune system has profound implications in autoimmunity and cancer immunology.</description><identifier>ISSN: 0021-9738</identifier><identifier>EISSN: 1558-8238</identifier><identifier>DOI: 10.1172/JCI88590</identifier><identifier>PMID: 27841757</identifier><language>eng</language><publisher>United States: American Society for Clinical Investigation</publisher><subject>Analysis ; Autoimmunity ; B-Lymphocytes - immunology ; CD8-Positive T-Lymphocytes - immunology ; Female ; Genome, Human - immunology ; Histocompatibility antigens ; HLA histocompatibility antigens ; HLA-A Antigens - genetics ; HLA-A Antigens - immunology ; HLA-B Antigens - genetics ; HLA-B Antigens - immunology ; Humans ; Major histocompatibility complex ; Male ; Peptides - genetics ; Peptides - immunology</subject><ispartof>The Journal of clinical investigation, 2016-12, Vol.126 (12), p.4690-4701</ispartof><rights>COPYRIGHT 2016 American Society for Clinical Investigation</rights><rights>Copyright © 2016, American Society for Clinical Investigation 2016 American Society for Clinical Investigation</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c681t-7b2b7e2ab0f157a95208b79ab4260799bf71e7c759a956c45c201c24cf2891bf3</citedby><cites>FETCH-LOGICAL-c681t-7b2b7e2ab0f157a95208b79ab4260799bf71e7c759a956c45c201c24cf2891bf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5127664/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5127664/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27841757$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pearson, Hillary</creatorcontrib><creatorcontrib>Daouda, Tariq</creatorcontrib><creatorcontrib>Granados, Diana Paola</creatorcontrib><creatorcontrib>Durette, Chantal</creatorcontrib><creatorcontrib>Bonneil, Eric</creatorcontrib><creatorcontrib>Courcelles, Mathieu</creatorcontrib><creatorcontrib>Rodenbrock, Anja</creatorcontrib><creatorcontrib>Laverdure, Jean-Philippe</creatorcontrib><creatorcontrib>Côté, Caroline</creatorcontrib><creatorcontrib>Mader, Sylvie</creatorcontrib><creatorcontrib>Lemieux, Sébastien</creatorcontrib><creatorcontrib>Thibault, Pierre</creatorcontrib><creatorcontrib>Perreault, Claude</creatorcontrib><title>MHC class I-associated peptides derive from selective regions of the human genome</title><title>The Journal of clinical investigation</title><addtitle>J Clin Invest</addtitle><description>MHC class I-associated peptides (MAPs) define the immune self for CD8+ T lymphocytes and are key targets of cancer immunosurveillance. Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability of discrete genes to generate MAPs. Using proteogenomics, we have identified 25,270 MAPs isolated from the B lymphocytes of 18 individuals who collectively expressed 27 high-frequency HLA-A,B allotypes. The entire MAP repertoire presented by these 27 allotypes covered only 10% of the exomic sequences expressed in B lymphocytes. Indeed, 41% of expressed protein-coding genes generated no MAPs, while 59% of genes generated up to 64 MAPs, often derived from adjacent regions and presented by different allotypes. We next identified several features of transcripts and proteins associated with efficient MAP production. From these data, we built a logistic regression model that predicts with good accuracy whether a gene generates MAPs. Our results show preferential selection of MAPs from a limited repertoire of proteins with distinctive features. The notion that the MHC class I immunopeptidome presents only a small fraction of the protein-coding genome for monitoring by the immune system has profound implications in autoimmunity and cancer immunology.</description><subject>Analysis</subject><subject>Autoimmunity</subject><subject>B-Lymphocytes - immunology</subject><subject>CD8-Positive T-Lymphocytes - immunology</subject><subject>Female</subject><subject>Genome, Human - immunology</subject><subject>Histocompatibility antigens</subject><subject>HLA histocompatibility antigens</subject><subject>HLA-A Antigens - genetics</subject><subject>HLA-A Antigens - immunology</subject><subject>HLA-B Antigens - genetics</subject><subject>HLA-B Antigens - immunology</subject><subject>Humans</subject><subject>Major histocompatibility complex</subject><subject>Male</subject><subject>Peptides - genetics</subject><subject>Peptides - immunology</subject><issn>0021-9738</issn><issn>1558-8238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkl-L1DAUxYMo7rgKfgIpCKIPXZO0aZIXYRnUHVlZ_Psa0vSmjbTN2KSLfntTdnbZwjxIICG5v3sC5x6EnhN8Rginbz9td0IwiR-gDWFM5IIW4iHaYExJLnkhTtCTEH5hTMqSlY_RCeWiJJzxDfry-WKbmV6HkO3ytHvjdIQm28M-ugZC1sDkriGzkx-yAD2YuFwnaJ0fQ-ZtFjvIunnQY9bC6Ad4ih5Z3Qd4djhP0Y8P779vL_LLq4-77fllbipBYs5rWnOgusaWMK4lo1jUXOq6pBXmUtaWE-CGM5lqlSmZoZgYWhpLhSS1LU7Ruxvd_VwP0BgY46R7tZ_coKe_ymun1pXRdar114oRyquqTAKvDwKT_z1DiGpwwUDf6xH8HBQRhSRYUFkl9OUN2uoelButT4pmwdV5yYuqIBVZBPMjVHIF0vd-BOvS84o_O8Kn1cDgzNGGN6uGxET4E1s9h6B2377-P3v1c82-usd2oPvYBd_PcZnxGjxYZiYfwgT2zm6C1ZJEdZvEhL64P5478DZ6xT9XhdQM</recordid><startdate>20161201</startdate><enddate>20161201</enddate><creator>Pearson, Hillary</creator><creator>Daouda, Tariq</creator><creator>Granados, Diana Paola</creator><creator>Durette, Chantal</creator><creator>Bonneil, Eric</creator><creator>Courcelles, Mathieu</creator><creator>Rodenbrock, Anja</creator><creator>Laverdure, Jean-Philippe</creator><creator>Côté, Caroline</creator><creator>Mader, Sylvie</creator><creator>Lemieux, Sébastien</creator><creator>Thibault, Pierre</creator><creator>Perreault, Claude</creator><general>American Society for Clinical Investigation</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>IOV</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20161201</creationdate><title>MHC class I-associated peptides derive from selective regions of the human genome</title><author>Pearson, Hillary ; Daouda, Tariq ; Granados, Diana Paola ; Durette, Chantal ; Bonneil, Eric ; Courcelles, Mathieu ; Rodenbrock, Anja ; Laverdure, Jean-Philippe ; Côté, Caroline ; Mader, Sylvie ; Lemieux, Sébastien ; Thibault, Pierre ; Perreault, Claude</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c681t-7b2b7e2ab0f157a95208b79ab4260799bf71e7c759a956c45c201c24cf2891bf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Analysis</topic><topic>Autoimmunity</topic><topic>B-Lymphocytes - immunology</topic><topic>CD8-Positive T-Lymphocytes - immunology</topic><topic>Female</topic><topic>Genome, Human - immunology</topic><topic>Histocompatibility antigens</topic><topic>HLA histocompatibility antigens</topic><topic>HLA-A Antigens - genetics</topic><topic>HLA-A Antigens - immunology</topic><topic>HLA-B Antigens - genetics</topic><topic>HLA-B Antigens - immunology</topic><topic>Humans</topic><topic>Major histocompatibility complex</topic><topic>Male</topic><topic>Peptides - genetics</topic><topic>Peptides - immunology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pearson, Hillary</creatorcontrib><creatorcontrib>Daouda, Tariq</creatorcontrib><creatorcontrib>Granados, Diana Paola</creatorcontrib><creatorcontrib>Durette, Chantal</creatorcontrib><creatorcontrib>Bonneil, Eric</creatorcontrib><creatorcontrib>Courcelles, Mathieu</creatorcontrib><creatorcontrib>Rodenbrock, Anja</creatorcontrib><creatorcontrib>Laverdure, Jean-Philippe</creatorcontrib><creatorcontrib>Côté, Caroline</creatorcontrib><creatorcontrib>Mader, Sylvie</creatorcontrib><creatorcontrib>Lemieux, Sébastien</creatorcontrib><creatorcontrib>Thibault, Pierre</creatorcontrib><creatorcontrib>Perreault, Claude</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Opposing Viewpoints in Context (Gale)</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The Journal of clinical investigation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pearson, Hillary</au><au>Daouda, Tariq</au><au>Granados, Diana Paola</au><au>Durette, Chantal</au><au>Bonneil, Eric</au><au>Courcelles, Mathieu</au><au>Rodenbrock, Anja</au><au>Laverdure, Jean-Philippe</au><au>Côté, Caroline</au><au>Mader, Sylvie</au><au>Lemieux, Sébastien</au><au>Thibault, Pierre</au><au>Perreault, Claude</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>MHC class I-associated peptides derive from selective regions of the human genome</atitle><jtitle>The Journal of clinical investigation</jtitle><addtitle>J Clin Invest</addtitle><date>2016-12-01</date><risdate>2016</risdate><volume>126</volume><issue>12</issue><spage>4690</spage><epage>4701</epage><pages>4690-4701</pages><issn>0021-9738</issn><eissn>1558-8238</eissn><abstract>MHC class I-associated peptides (MAPs) define the immune self for CD8+ T lymphocytes and are key targets of cancer immunosurveillance. Here, the goals of our work were to determine whether the entire set of protein-coding genes could generate MAPs and whether specific features influence the ability of discrete genes to generate MAPs. Using proteogenomics, we have identified 25,270 MAPs isolated from the B lymphocytes of 18 individuals who collectively expressed 27 high-frequency HLA-A,B allotypes. The entire MAP repertoire presented by these 27 allotypes covered only 10% of the exomic sequences expressed in B lymphocytes. Indeed, 41% of expressed protein-coding genes generated no MAPs, while 59% of genes generated up to 64 MAPs, often derived from adjacent regions and presented by different allotypes. We next identified several features of transcripts and proteins associated with efficient MAP production. From these data, we built a logistic regression model that predicts with good accuracy whether a gene generates MAPs. Our results show preferential selection of MAPs from a limited repertoire of proteins with distinctive features. The notion that the MHC class I immunopeptidome presents only a small fraction of the protein-coding genome for monitoring by the immune system has profound implications in autoimmunity and cancer immunology.</abstract><cop>United States</cop><pub>American Society for Clinical Investigation</pub><pmid>27841757</pmid><doi>10.1172/JCI88590</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Autoimmunity B-Lymphocytes - immunology CD8-Positive T-Lymphocytes - immunology Female Genome, Human - immunology Histocompatibility antigens HLA histocompatibility antigens HLA-A Antigens - genetics HLA-A Antigens - immunology HLA-B Antigens - genetics HLA-B Antigens - immunology Humans Major histocompatibility complex Male Peptides - genetics Peptides - immunology |
title | MHC class I-associated peptides derive from selective regions of the human genome |
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