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Pan-cancer association of HLA gene expression with cancer prognosis and immunotherapy efficacy
Background The function of major histocompatibility complex (MHC) molecules is to bind peptide fragments derived from genomic mutations or pathogens and display them on the cell surface for recognition by cognate T cells to initiate an immune response. Methods In this study, we provide a comprehensi...
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Published in: | British journal of cancer 2021-08, Vol.125 (3), p.422-432 |
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container_title | British journal of cancer |
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creator | Schaafsma, Evelien Fugle, Chloe M. Wang, Xiaofeng Cheng, Chao |
description | Background
The function of major histocompatibility complex (MHC) molecules is to bind peptide fragments derived from genomic mutations or pathogens and display them on the cell surface for recognition by cognate T cells to initiate an immune response.
Methods
In this study, we provide a comprehensive investigation of HLA gene expression in a pan-cancer manner involving 33 cancer types. We utilised gene expression data from several databases and immune checkpoint blockade-treated patient cohorts.
Results
We show that MHC expression varies strongly among cancer types and is associated with several genomic and immunological features. While immune cell infiltration was generally higher in tumours with higher HLA gene expression, CD4+ T cells showed significantly different correlations among cancer types, separating them into two clusters. Furthermore, we show that increased HLA gene expression is associated with prolonged survival in the majority of cancer types. Lastly, HLA gene expression is associated with patient response to immune checkpoint blockade, which is especially prominent for HLA class II expression in tumour biopsies taken during treatment.
Conclusion
We show that HLA gene expression is an important feature of tumour biology that has significant impact on patient prognosis. |
doi_str_mv | 10.1038/s41416-021-01400-2 |
format | article |
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The function of major histocompatibility complex (MHC) molecules is to bind peptide fragments derived from genomic mutations or pathogens and display them on the cell surface for recognition by cognate T cells to initiate an immune response.
Methods
In this study, we provide a comprehensive investigation of HLA gene expression in a pan-cancer manner involving 33 cancer types. We utilised gene expression data from several databases and immune checkpoint blockade-treated patient cohorts.
Results
We show that MHC expression varies strongly among cancer types and is associated with several genomic and immunological features. While immune cell infiltration was generally higher in tumours with higher HLA gene expression, CD4+ T cells showed significantly different correlations among cancer types, separating them into two clusters. Furthermore, we show that increased HLA gene expression is associated with prolonged survival in the majority of cancer types. Lastly, HLA gene expression is associated with patient response to immune checkpoint blockade, which is especially prominent for HLA class II expression in tumour biopsies taken during treatment.
Conclusion
We show that HLA gene expression is an important feature of tumour biology that has significant impact on patient prognosis.</description><identifier>ISSN: 0007-0920</identifier><identifier>ISSN: 1532-1827</identifier><identifier>EISSN: 1532-1827</identifier><identifier>DOI: 10.1038/s41416-021-01400-2</identifier><identifier>PMID: 33981015</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/250/21/324 ; 631/67/580 ; Biomedical and Life Sciences ; Biomedicine ; Cancer ; Cancer Research ; CD4 antigen ; CD4-Positive T-Lymphocytes - metabolism ; Cell surface ; Drug Resistance ; Epidemiology ; Female ; Gene expression ; Gene Expression Profiling - methods ; Gene Expression Regulation, Neoplastic ; Genomics ; Histocompatibility antigen HLA ; Histocompatibility Antigens Class I - genetics ; Humans ; Immune checkpoint ; Immunotherapy ; Immunotherapy - methods ; Lymphocytes T ; Major histocompatibility complex ; Male ; Medical prognosis ; Metastases ; Molecular Medicine ; Neoplasms - drug therapy ; Neoplasms - genetics ; Neoplasms - immunology ; Neutrophil Infiltration ; Oncology ; Patients ; Prognosis ; Sequence Analysis, RNA ; Survival Analysis ; Treatment Outcome ; Tumors ; Up-Regulation</subject><ispartof>British journal of cancer, 2021-08, Vol.125 (3), p.422-432</ispartof><rights>The Author(s), under exclusive licence to Cancer Research UK 2021</rights><rights>2021. The Author(s), under exclusive licence to Cancer Research UK.</rights><rights>The Author(s), under exclusive licence to Cancer Research UK 2021.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-2d8c102dde12e73166a35524d081674ae7b07eeb50e0a964033b3a4ae71899083</citedby><cites>FETCH-LOGICAL-c474t-2d8c102dde12e73166a35524d081674ae7b07eeb50e0a964033b3a4ae71899083</cites><orcidid>0000-0002-5002-3417</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329209/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8329209/$$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/33981015$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Schaafsma, Evelien</creatorcontrib><creatorcontrib>Fugle, Chloe M.</creatorcontrib><creatorcontrib>Wang, Xiaofeng</creatorcontrib><creatorcontrib>Cheng, Chao</creatorcontrib><title>Pan-cancer association of HLA gene expression with cancer prognosis and immunotherapy efficacy</title><title>British journal of cancer</title><addtitle>Br J Cancer</addtitle><addtitle>Br J Cancer</addtitle><description>Background
The function of major histocompatibility complex (MHC) molecules is to bind peptide fragments derived from genomic mutations or pathogens and display them on the cell surface for recognition by cognate T cells to initiate an immune response.
Methods
In this study, we provide a comprehensive investigation of HLA gene expression in a pan-cancer manner involving 33 cancer types. We utilised gene expression data from several databases and immune checkpoint blockade-treated patient cohorts.
Results
We show that MHC expression varies strongly among cancer types and is associated with several genomic and immunological features. While immune cell infiltration was generally higher in tumours with higher HLA gene expression, CD4+ T cells showed significantly different correlations among cancer types, separating them into two clusters. Furthermore, we show that increased HLA gene expression is associated with prolonged survival in the majority of cancer types. Lastly, HLA gene expression is associated with patient response to immune checkpoint blockade, which is especially prominent for HLA class II expression in tumour biopsies taken during treatment.
Conclusion
We show that HLA gene expression is an important feature of tumour biology that has significant impact on patient prognosis.</description><subject>631/250/21/324</subject><subject>631/67/580</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer</subject><subject>Cancer Research</subject><subject>CD4 antigen</subject><subject>CD4-Positive T-Lymphocytes - metabolism</subject><subject>Cell surface</subject><subject>Drug Resistance</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Gene expression</subject><subject>Gene Expression Profiling - methods</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genomics</subject><subject>Histocompatibility antigen HLA</subject><subject>Histocompatibility Antigens Class I - genetics</subject><subject>Humans</subject><subject>Immune checkpoint</subject><subject>Immunotherapy</subject><subject>Immunotherapy - methods</subject><subject>Lymphocytes T</subject><subject>Major histocompatibility complex</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Metastases</subject><subject>Molecular Medicine</subject><subject>Neoplasms - drug therapy</subject><subject>Neoplasms - genetics</subject><subject>Neoplasms - immunology</subject><subject>Neutrophil Infiltration</subject><subject>Oncology</subject><subject>Patients</subject><subject>Prognosis</subject><subject>Sequence Analysis, RNA</subject><subject>Survival Analysis</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><subject>Up-Regulation</subject><issn>0007-0920</issn><issn>1532-1827</issn><issn>1532-1827</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kU9v1DAQxS1ERZfCF-CALHHhYjr-kzi5IFUVpUgrlQNcsbzOZNfVxg52UthvXy-7FMqBk-WZ37zx8yPkFYd3HGRznhVXvGYgOAOuAJh4Qha8koLxRuinZAEAmkEr4JQ8z_m2XFto9DNyKmXbcODVgnz7bANzNjhM1OYcnbeTj4HGnl4vL-gaA1L8OSbMeV_-4acNPeJjiusQs8_Uho76YZhDnDaY7Lij2PfeWbd7QU56u8348nieka9XH75cXrPlzcdPlxdL5pRWExNd4ziIrkMuUEte11ZWlVAdNLzWyqJegUZcVYBg21qBlCtp93XetMWTPCPvD7rjvBqwcximZLdmTH6waWei9eZxJ_iNWcc700hR_qctAm-PAil-nzFPZvDZ4XZrA8Y5G1GJWoKsVV3QN_-gt3FOodgrVKUllFj2lDhQLsWcE_YPj-Fg9vGZQ3ymxGd-xWdEGXr9t42Hkd95FUAegFxaYY3pz-7_yN4Dw3alzg</recordid><startdate>20210803</startdate><enddate>20210803</enddate><creator>Schaafsma, Evelien</creator><creator>Fugle, Chloe M.</creator><creator>Wang, Xiaofeng</creator><creator>Cheng, Chao</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</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>3V.</scope><scope>7RV</scope><scope>7TO</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5002-3417</orcidid></search><sort><creationdate>20210803</creationdate><title>Pan-cancer association of HLA gene expression with cancer prognosis and immunotherapy efficacy</title><author>Schaafsma, Evelien ; Fugle, Chloe M. ; Wang, Xiaofeng ; Cheng, Chao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-2d8c102dde12e73166a35524d081674ae7b07eeb50e0a964033b3a4ae71899083</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>631/250/21/324</topic><topic>631/67/580</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cancer</topic><topic>Cancer Research</topic><topic>CD4 antigen</topic><topic>CD4-Positive T-Lymphocytes - metabolism</topic><topic>Cell surface</topic><topic>Drug Resistance</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Gene expression</topic><topic>Gene Expression Profiling - methods</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Genomics</topic><topic>Histocompatibility antigen HLA</topic><topic>Histocompatibility Antigens Class I - genetics</topic><topic>Humans</topic><topic>Immune checkpoint</topic><topic>Immunotherapy</topic><topic>Immunotherapy - methods</topic><topic>Lymphocytes T</topic><topic>Major histocompatibility complex</topic><topic>Male</topic><topic>Medical prognosis</topic><topic>Metastases</topic><topic>Molecular Medicine</topic><topic>Neoplasms - drug therapy</topic><topic>Neoplasms - genetics</topic><topic>Neoplasms - immunology</topic><topic>Neutrophil Infiltration</topic><topic>Oncology</topic><topic>Patients</topic><topic>Prognosis</topic><topic>Sequence Analysis, RNA</topic><topic>Survival Analysis</topic><topic>Treatment Outcome</topic><topic>Tumors</topic><topic>Up-Regulation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schaafsma, Evelien</creatorcontrib><creatorcontrib>Fugle, Chloe M.</creatorcontrib><creatorcontrib>Wang, Xiaofeng</creatorcontrib><creatorcontrib>Cheng, Chao</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Proquest Nursing & Allied Health Source</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Complete (ProQuest Database)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest Public Health Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>British Nursing Database</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Biological Science Database</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>British journal of cancer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schaafsma, Evelien</au><au>Fugle, Chloe M.</au><au>Wang, Xiaofeng</au><au>Cheng, Chao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Pan-cancer association of HLA gene expression with cancer prognosis and immunotherapy efficacy</atitle><jtitle>British journal of cancer</jtitle><stitle>Br J Cancer</stitle><addtitle>Br J Cancer</addtitle><date>2021-08-03</date><risdate>2021</risdate><volume>125</volume><issue>3</issue><spage>422</spage><epage>432</epage><pages>422-432</pages><issn>0007-0920</issn><issn>1532-1827</issn><eissn>1532-1827</eissn><abstract>Background
The function of major histocompatibility complex (MHC) molecules is to bind peptide fragments derived from genomic mutations or pathogens and display them on the cell surface for recognition by cognate T cells to initiate an immune response.
Methods
In this study, we provide a comprehensive investigation of HLA gene expression in a pan-cancer manner involving 33 cancer types. We utilised gene expression data from several databases and immune checkpoint blockade-treated patient cohorts.
Results
We show that MHC expression varies strongly among cancer types and is associated with several genomic and immunological features. While immune cell infiltration was generally higher in tumours with higher HLA gene expression, CD4+ T cells showed significantly different correlations among cancer types, separating them into two clusters. Furthermore, we show that increased HLA gene expression is associated with prolonged survival in the majority of cancer types. Lastly, HLA gene expression is associated with patient response to immune checkpoint blockade, which is especially prominent for HLA class II expression in tumour biopsies taken during treatment.
Conclusion
We show that HLA gene expression is an important feature of tumour biology that has significant impact on patient prognosis.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>33981015</pmid><doi>10.1038/s41416-021-01400-2</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-5002-3417</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | 631/250/21/324 631/67/580 Biomedical and Life Sciences Biomedicine Cancer Cancer Research CD4 antigen CD4-Positive T-Lymphocytes - metabolism Cell surface Drug Resistance Epidemiology Female Gene expression Gene Expression Profiling - methods Gene Expression Regulation, Neoplastic Genomics Histocompatibility antigen HLA Histocompatibility Antigens Class I - genetics Humans Immune checkpoint Immunotherapy Immunotherapy - methods Lymphocytes T Major histocompatibility complex Male Medical prognosis Metastases Molecular Medicine Neoplasms - drug therapy Neoplasms - genetics Neoplasms - immunology Neutrophil Infiltration Oncology Patients Prognosis Sequence Analysis, RNA Survival Analysis Treatment Outcome Tumors Up-Regulation |
title | Pan-cancer association of HLA gene expression with cancer prognosis and immunotherapy efficacy |
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