The Immune Landscape of Cancer
We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes—wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β...
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creator | Bortone, Dante S. Eddy, James A. Liu, Yuexin Weinstein, John N. Holt, Robert A. Zenklusen, Jean C. Cho, Juok Reynolds, Sheila Liu, Wenbin Ryan, Michael Chakravarty, Debyani Schultz, Nikolaus Stuart, Joshua M. Wilkerson, Matthew D. Balasundaram, Miruna Carlsen, Rebecca Chuah, Eric Holt, Robert Lee, Darlene Ha, Gavin Schumacher, Steven E. Cope, Leslie Balu, Saianand Shi, Yan Hinoue, Toshinori Glenn, Robert Miller, Christopher A. Curley, Erin Mallery, David Morris, Scott Longatto-Filho, Adhemar Reis, Rui M. Scapulatempo-Neto, Cristovam Singh, Rosy Le, Xuan Thorp, Richard Setdikova, Galiya Shabunin, Alexey Barrett, Wendi Ostrom, Quinn T. Karlan, Beth Y. Hu, Hai Latour, Mathieu Lacombe, Louis Su, Tao Signoretti, Sabina Marks, Jeffrey Olson, Jeffrey J. Sica, Gabriel Stoop, Hans Pollo, Bianca Aymerich, Marta Stepa, Serghei Moser, Catherine Roberts, Lewis Czerniak, Bogdan Lazar, Alexander J. Jakrot, Valerie Scolyer, Richard Thompson, John Wilmott, James Reuter, Victor Tien, Nguyen Viet Park, Joong-Won Pinto, Peter A. Moncrieff, Marc Botnariuc, Natalia Pirtac, Maria Parfitt, Jeremy Bifulco, Carlo Antenucci, Anna Grazi, Gianluca Marino, Mirella Chevalier, Simone McKercher, Ginette Naska, Theresa Borgia, Jeffrey A. Pool, Mark Junker, Kerstin Moiseenko, Fedor Hilty, Joe Pilarski, Robert Porten, Sima Asa, Sylvia L. Schadendorf, Dirk Disaia, Philip Kelley, Robin K. Sifri, Suzanne Mannelli, Massimo Knutson, Tina Sigmund, Rita Postier, Russel Walker, Joan Feldman, Michael Luketich, James Rozek, Laura Fong, Kwun M. Hooke, Jeffrey A. Govindan, Ramaswamy Aredes, Natália D. |
description | We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes—wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β dominant—characterized by differences in macrophage or lymphocyte signatures, Th1:Th2 cell ratio, extent of intratumoral heterogeneity, aneuploidy, extent of neoantigen load, overall cell proliferation, expression of immunomodulatory genes, and prognosis. Specific driver mutations correlated with lower (CTNNB1, NRAS, or IDH1) or higher (BRAF, TP53, or CASP8) leukocyte levels across all cancers. Multiple control modalities of the intracellular and extracellular networks (transcription, microRNAs, copy number, and epigenetic processes) were involved in tumor-immune cell interactions, both across and within immune subtypes. Our immunogenomics pipeline to characterize these heterogeneous tumors and the resulting data are intended to serve as a resource for future targeted studies to further advance the field.
[Display omitted]
•Six identified immune subtypes span cancer tissue types and molecular subtypes•Immune subtypes differ by somatic aberrations, microenvironment, and survival•Multiple control modalities of molecular networks affect tumor-immune interactions•These analyses serve as a resource for exploring immunogenicity across cancer types
Thorsson et al. present immunogenomics analyses of more than 10,000 tumors, identifying six immune subtypes that encompass multiple cancer types and are hypothesized to define immune response patterns impacting prognosis. This work provides a resource for understanding tumor-immune interactions, with implications for identifying ways to advance research on immunotherapy. |
doi_str_mv | 10.1016/j.immuni.2018.03.023 |
format | Article |
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Eddy, James A. ; Liu, Yuexin ; Weinstein, John N. ; Holt, Robert A. ; Zenklusen, Jean C. ; Cho, Juok ; Reynolds, Sheila ; Liu, Wenbin ; Ryan, Michael ; Chakravarty, Debyani ; Schultz, Nikolaus ; Stuart, Joshua M. ; Wilkerson, Matthew D. ; Balasundaram, Miruna ; Carlsen, Rebecca ; Chuah, Eric ; Holt, Robert ; Lee, Darlene ; Ha, Gavin ; Schumacher, Steven E. ; Cope, Leslie ; Balu, Saianand ; Shi, Yan ; Hinoue, Toshinori ; Glenn, Robert ; Miller, Christopher A. ; Curley, Erin ; Mallery, David ; Morris, Scott ; Longatto-Filho, Adhemar ; Reis, Rui M. ; Scapulatempo-Neto, Cristovam ; Singh, Rosy ; Le, Xuan ; Thorp, Richard ; Setdikova, Galiya ; Shabunin, Alexey ; Barrett, Wendi ; Ostrom, Quinn T. ; Karlan, Beth Y. ; Hu, Hai ; Latour, Mathieu ; Lacombe, Louis ; Su, Tao ; Signoretti, Sabina ; Marks, Jeffrey ; Olson, Jeffrey J. ; Sica, Gabriel ; Stoop, Hans ; Pollo, Bianca ; Aymerich, Marta ; Stepa, Serghei ; Moser, Catherine ; Roberts, Lewis ; Czerniak, Bogdan ; Lazar, Alexander J. ; Jakrot, Valerie ; Scolyer, Richard ; Thompson, John ; Wilmott, James ; Reuter, Victor ; Tien, Nguyen Viet ; Park, Joong-Won ; Pinto, Peter A. ; Moncrieff, Marc ; Botnariuc, Natalia ; Pirtac, Maria ; Parfitt, Jeremy ; Bifulco, Carlo ; Antenucci, Anna ; Grazi, Gianluca ; Marino, Mirella ; Chevalier, Simone ; McKercher, Ginette ; Naska, Theresa ; Borgia, Jeffrey A. ; Pool, Mark ; Junker, Kerstin ; Moiseenko, Fedor ; Hilty, Joe ; Pilarski, Robert ; Porten, Sima ; Asa, Sylvia L. ; Schadendorf, Dirk ; Disaia, Philip ; Kelley, Robin K. ; Sifri, Suzanne ; Mannelli, Massimo ; Knutson, Tina ; Sigmund, Rita ; Postier, Russel ; Walker, Joan ; Feldman, Michael ; Luketich, James ; Rozek, Laura ; Fong, Kwun M. ; Hooke, Jeffrey A. ; Govindan, Ramaswamy ; Aredes, Natália D.</creator><creatorcontrib>Bortone, Dante S. ; Eddy, James A. ; Liu, Yuexin ; Weinstein, John N. ; Holt, Robert A. ; Zenklusen, Jean C. ; Cho, Juok ; Reynolds, Sheila ; Liu, Wenbin ; Ryan, Michael ; Chakravarty, Debyani ; Schultz, Nikolaus ; Stuart, Joshua M. ; Wilkerson, Matthew D. ; Balasundaram, Miruna ; Carlsen, Rebecca ; Chuah, Eric ; Holt, Robert ; Lee, Darlene ; Ha, Gavin ; Schumacher, Steven E. ; Cope, Leslie ; Balu, Saianand ; Shi, Yan ; Hinoue, Toshinori ; Glenn, Robert ; Miller, Christopher A. ; Curley, Erin ; Mallery, David ; Morris, Scott ; Longatto-Filho, Adhemar ; Reis, Rui M. ; Scapulatempo-Neto, Cristovam ; Singh, Rosy ; Le, Xuan ; Thorp, Richard ; Setdikova, Galiya ; Shabunin, Alexey ; Barrett, Wendi ; Ostrom, Quinn T. ; Karlan, Beth Y. ; Hu, Hai ; Latour, Mathieu ; Lacombe, Louis ; Su, Tao ; Signoretti, Sabina ; Marks, Jeffrey ; Olson, Jeffrey J. ; Sica, Gabriel ; Stoop, Hans ; Pollo, Bianca ; Aymerich, Marta ; Stepa, Serghei ; Moser, Catherine ; Roberts, Lewis ; Czerniak, Bogdan ; Lazar, Alexander J. ; Jakrot, Valerie ; Scolyer, Richard ; Thompson, John ; Wilmott, James ; Reuter, Victor ; Tien, Nguyen Viet ; Park, Joong-Won ; Pinto, Peter A. ; Moncrieff, Marc ; Botnariuc, Natalia ; Pirtac, Maria ; Parfitt, Jeremy ; Bifulco, Carlo ; Antenucci, Anna ; Grazi, Gianluca ; Marino, Mirella ; Chevalier, Simone ; McKercher, Ginette ; Naska, Theresa ; Borgia, Jeffrey A. ; Pool, Mark ; Junker, Kerstin ; Moiseenko, Fedor ; Hilty, Joe ; Pilarski, Robert ; Porten, Sima ; Asa, Sylvia L. ; Schadendorf, Dirk ; Disaia, Philip ; Kelley, Robin K. ; Sifri, Suzanne ; Mannelli, Massimo ; Knutson, Tina ; Sigmund, Rita ; Postier, Russel ; Walker, Joan ; Feldman, Michael ; Luketich, James ; Rozek, Laura ; Fong, Kwun M. ; Hooke, Jeffrey A. ; Govindan, Ramaswamy ; Aredes, Natália D. ; The Cancer Genome Atlas Research Network ; Cancer Genome Atlas Research Network</creatorcontrib><description>We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes—wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β dominant—characterized by differences in macrophage or lymphocyte signatures, Th1:Th2 cell ratio, extent of intratumoral heterogeneity, aneuploidy, extent of neoantigen load, overall cell proliferation, expression of immunomodulatory genes, and prognosis. Specific driver mutations correlated with lower (CTNNB1, NRAS, or IDH1) or higher (BRAF, TP53, or CASP8) leukocyte levels across all cancers. Multiple control modalities of the intracellular and extracellular networks (transcription, microRNAs, copy number, and epigenetic processes) were involved in tumor-immune cell interactions, both across and within immune subtypes. Our immunogenomics pipeline to characterize these heterogeneous tumors and the resulting data are intended to serve as a resource for future targeted studies to further advance the field.
[Display omitted]
•Six identified immune subtypes span cancer tissue types and molecular subtypes•Immune subtypes differ by somatic aberrations, microenvironment, and survival•Multiple control modalities of molecular networks affect tumor-immune interactions•These analyses serve as a resource for exploring immunogenicity across cancer types
Thorsson et al. present immunogenomics analyses of more than 10,000 tumors, identifying six immune subtypes that encompass multiple cancer types and are hypothesized to define immune response patterns impacting prognosis. This work provides a resource for understanding tumor-immune interactions, with implications for identifying ways to advance research on immunotherapy.</description><identifier>ISSN: 1074-7613</identifier><identifier>ISSN: 1097-4180</identifier><identifier>EISSN: 1097-4180</identifier><identifier>DOI: 10.1016/j.immuni.2018.03.023</identifier><identifier>PMID: 29628290</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Adolescent ; Adult ; Aged ; Aged, 80 and over ; Aneuploidy ; Cancer ; cancer genomics ; Cell interactions ; Cell proliferation ; Child ; Cluster analysis ; Communications networks ; Copy number ; Deoxyribonucleic acid ; DNA ; DNA methylation ; Female ; Gene expression ; Genomes ; Genomics ; Genomics - methods ; Helper cells ; Humans ; immune subtypes ; Immune system ; immuno-oncology ; Immunomodulation ; Immunomodulators ; immunomodulatory ; Immunotherapy ; Inflammation ; integrative network analysis ; Interferon-gamma - genetics ; Interferon-gamma - immunology ; Inventors ; Leukocytes ; Lung cancer ; Lymphocytes T ; Macrophages ; Macrophages - immunology ; Male ; Medical prognosis ; Medical research ; Middle Aged ; miRNA ; Mutation ; Neoantigens ; Neoplasms - classification ; Neoplasms - genetics ; Neoplasms - immunology ; p53 Protein ; Prognosis ; Stockholders ; T cell receptors ; Th1-Th2 Balance - physiology ; Transcription ; Transforming Growth Factor beta - genetics ; Transforming Growth Factor beta - immunology ; tumor immunology ; tumor microenvironment ; Tumors ; Wound healing ; Wound Healing - genetics ; Wound Healing - immunology ; Young Adult ; γ-Interferon</subject><ispartof>Immunity (Cambridge, Mass.), 2018-04, Vol.48 (4), p.812-830.e14</ispartof><rights>2018 The Authors</rights><rights>Copyright © 2018 The Authors. Published by Elsevier Inc. All rights reserved.</rights><rights>Copyright Elsevier Limited Apr 17, 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c542t-74554d6f240631956f482d0cd61a5681b05a2d280847fcd86d872bd7479057263</citedby><cites>FETCH-LOGICAL-c542t-74554d6f240631956f482d0cd61a5681b05a2d280847fcd86d872bd7479057263</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1074761318301213$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29628290$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bortone, Dante S.</creatorcontrib><creatorcontrib>Eddy, James A.</creatorcontrib><creatorcontrib>Liu, Yuexin</creatorcontrib><creatorcontrib>Weinstein, John N.</creatorcontrib><creatorcontrib>Holt, Robert A.</creatorcontrib><creatorcontrib>Zenklusen, Jean C.</creatorcontrib><creatorcontrib>Cho, Juok</creatorcontrib><creatorcontrib>Reynolds, Sheila</creatorcontrib><creatorcontrib>Liu, Wenbin</creatorcontrib><creatorcontrib>Ryan, Michael</creatorcontrib><creatorcontrib>Chakravarty, Debyani</creatorcontrib><creatorcontrib>Schultz, Nikolaus</creatorcontrib><creatorcontrib>Stuart, Joshua M.</creatorcontrib><creatorcontrib>Wilkerson, Matthew D.</creatorcontrib><creatorcontrib>Balasundaram, Miruna</creatorcontrib><creatorcontrib>Carlsen, Rebecca</creatorcontrib><creatorcontrib>Chuah, Eric</creatorcontrib><creatorcontrib>Holt, Robert</creatorcontrib><creatorcontrib>Lee, Darlene</creatorcontrib><creatorcontrib>Ha, Gavin</creatorcontrib><creatorcontrib>Schumacher, Steven E.</creatorcontrib><creatorcontrib>Cope, Leslie</creatorcontrib><creatorcontrib>Balu, Saianand</creatorcontrib><creatorcontrib>Shi, Yan</creatorcontrib><creatorcontrib>Hinoue, Toshinori</creatorcontrib><creatorcontrib>Glenn, Robert</creatorcontrib><creatorcontrib>Miller, Christopher A.</creatorcontrib><creatorcontrib>Curley, Erin</creatorcontrib><creatorcontrib>Mallery, David</creatorcontrib><creatorcontrib>Morris, Scott</creatorcontrib><creatorcontrib>Longatto-Filho, Adhemar</creatorcontrib><creatorcontrib>Reis, Rui M.</creatorcontrib><creatorcontrib>Scapulatempo-Neto, Cristovam</creatorcontrib><creatorcontrib>Singh, Rosy</creatorcontrib><creatorcontrib>Le, Xuan</creatorcontrib><creatorcontrib>Thorp, Richard</creatorcontrib><creatorcontrib>Setdikova, Galiya</creatorcontrib><creatorcontrib>Shabunin, Alexey</creatorcontrib><creatorcontrib>Barrett, Wendi</creatorcontrib><creatorcontrib>Ostrom, Quinn T.</creatorcontrib><creatorcontrib>Karlan, Beth Y.</creatorcontrib><creatorcontrib>Hu, Hai</creatorcontrib><creatorcontrib>Latour, Mathieu</creatorcontrib><creatorcontrib>Lacombe, Louis</creatorcontrib><creatorcontrib>Su, Tao</creatorcontrib><creatorcontrib>Signoretti, Sabina</creatorcontrib><creatorcontrib>Marks, Jeffrey</creatorcontrib><creatorcontrib>Olson, Jeffrey J.</creatorcontrib><creatorcontrib>Sica, Gabriel</creatorcontrib><creatorcontrib>Stoop, Hans</creatorcontrib><creatorcontrib>Pollo, Bianca</creatorcontrib><creatorcontrib>Aymerich, Marta</creatorcontrib><creatorcontrib>Stepa, Serghei</creatorcontrib><creatorcontrib>Moser, Catherine</creatorcontrib><creatorcontrib>Roberts, Lewis</creatorcontrib><creatorcontrib>Czerniak, Bogdan</creatorcontrib><creatorcontrib>Lazar, Alexander J.</creatorcontrib><creatorcontrib>Jakrot, Valerie</creatorcontrib><creatorcontrib>Scolyer, Richard</creatorcontrib><creatorcontrib>Thompson, John</creatorcontrib><creatorcontrib>Wilmott, James</creatorcontrib><creatorcontrib>Reuter, Victor</creatorcontrib><creatorcontrib>Tien, Nguyen Viet</creatorcontrib><creatorcontrib>Park, Joong-Won</creatorcontrib><creatorcontrib>Pinto, Peter A.</creatorcontrib><creatorcontrib>Moncrieff, Marc</creatorcontrib><creatorcontrib>Botnariuc, Natalia</creatorcontrib><creatorcontrib>Pirtac, Maria</creatorcontrib><creatorcontrib>Parfitt, Jeremy</creatorcontrib><creatorcontrib>Bifulco, Carlo</creatorcontrib><creatorcontrib>Antenucci, Anna</creatorcontrib><creatorcontrib>Grazi, Gianluca</creatorcontrib><creatorcontrib>Marino, Mirella</creatorcontrib><creatorcontrib>Chevalier, Simone</creatorcontrib><creatorcontrib>McKercher, Ginette</creatorcontrib><creatorcontrib>Naska, Theresa</creatorcontrib><creatorcontrib>Borgia, Jeffrey A.</creatorcontrib><creatorcontrib>Pool, Mark</creatorcontrib><creatorcontrib>Junker, Kerstin</creatorcontrib><creatorcontrib>Moiseenko, Fedor</creatorcontrib><creatorcontrib>Hilty, Joe</creatorcontrib><creatorcontrib>Pilarski, Robert</creatorcontrib><creatorcontrib>Porten, Sima</creatorcontrib><creatorcontrib>Asa, Sylvia L.</creatorcontrib><creatorcontrib>Schadendorf, Dirk</creatorcontrib><creatorcontrib>Disaia, Philip</creatorcontrib><creatorcontrib>Kelley, Robin K.</creatorcontrib><creatorcontrib>Sifri, Suzanne</creatorcontrib><creatorcontrib>Mannelli, Massimo</creatorcontrib><creatorcontrib>Knutson, Tina</creatorcontrib><creatorcontrib>Sigmund, Rita</creatorcontrib><creatorcontrib>Postier, Russel</creatorcontrib><creatorcontrib>Walker, Joan</creatorcontrib><creatorcontrib>Feldman, Michael</creatorcontrib><creatorcontrib>Luketich, James</creatorcontrib><creatorcontrib>Rozek, Laura</creatorcontrib><creatorcontrib>Fong, Kwun M.</creatorcontrib><creatorcontrib>Hooke, Jeffrey A.</creatorcontrib><creatorcontrib>Govindan, Ramaswamy</creatorcontrib><creatorcontrib>Aredes, Natália D.</creatorcontrib><creatorcontrib>The Cancer Genome Atlas Research Network</creatorcontrib><creatorcontrib>Cancer Genome Atlas Research Network</creatorcontrib><title>The Immune Landscape of Cancer</title><title>Immunity (Cambridge, Mass.)</title><addtitle>Immunity</addtitle><description>We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes—wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β dominant—characterized by differences in macrophage or lymphocyte signatures, Th1:Th2 cell ratio, extent of intratumoral heterogeneity, aneuploidy, extent of neoantigen load, overall cell proliferation, expression of immunomodulatory genes, and prognosis. Specific driver mutations correlated with lower (CTNNB1, NRAS, or IDH1) or higher (BRAF, TP53, or CASP8) leukocyte levels across all cancers. Multiple control modalities of the intracellular and extracellular networks (transcription, microRNAs, copy number, and epigenetic processes) were involved in tumor-immune cell interactions, both across and within immune subtypes. Our immunogenomics pipeline to characterize these heterogeneous tumors and the resulting data are intended to serve as a resource for future targeted studies to further advance the field.
[Display omitted]
•Six identified immune subtypes span cancer tissue types and molecular subtypes•Immune subtypes differ by somatic aberrations, microenvironment, and survival•Multiple control modalities of molecular networks affect tumor-immune interactions•These analyses serve as a resource for exploring immunogenicity across cancer types
Thorsson et al. present immunogenomics analyses of more than 10,000 tumors, identifying six immune subtypes that encompass multiple cancer types and are hypothesized to define immune response patterns impacting prognosis. This work provides a resource for understanding tumor-immune interactions, with implications for identifying ways to advance research on immunotherapy.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Aneuploidy</subject><subject>Cancer</subject><subject>cancer genomics</subject><subject>Cell interactions</subject><subject>Cell proliferation</subject><subject>Child</subject><subject>Cluster analysis</subject><subject>Communications networks</subject><subject>Copy number</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>Female</subject><subject>Gene expression</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>Helper cells</subject><subject>Humans</subject><subject>immune subtypes</subject><subject>Immune system</subject><subject>immuno-oncology</subject><subject>Immunomodulation</subject><subject>Immunomodulators</subject><subject>immunomodulatory</subject><subject>Immunotherapy</subject><subject>Inflammation</subject><subject>integrative network analysis</subject><subject>Interferon-gamma - genetics</subject><subject>Interferon-gamma - immunology</subject><subject>Inventors</subject><subject>Leukocytes</subject><subject>Lung cancer</subject><subject>Lymphocytes T</subject><subject>Macrophages</subject><subject>Macrophages - immunology</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Medical research</subject><subject>Middle Aged</subject><subject>miRNA</subject><subject>Mutation</subject><subject>Neoantigens</subject><subject>Neoplasms - classification</subject><subject>Neoplasms - genetics</subject><subject>Neoplasms - immunology</subject><subject>p53 Protein</subject><subject>Prognosis</subject><subject>Stockholders</subject><subject>T cell receptors</subject><subject>Th1-Th2 Balance - physiology</subject><subject>Transcription</subject><subject>Transforming Growth Factor beta - genetics</subject><subject>Transforming Growth Factor beta - immunology</subject><subject>tumor immunology</subject><subject>tumor microenvironment</subject><subject>Tumors</subject><subject>Wound healing</subject><subject>Wound Healing - genetics</subject><subject>Wound Healing - immunology</subject><subject>Young Adult</subject><subject>γ-Interferon</subject><issn>1074-7613</issn><issn>1097-4180</issn><issn>1097-4180</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9UU1LAzEQDaJYv_6BSMGLl10n2XxeBCl-QcGLnkOaZDWlu1uTruC_N0tr_Th4moF582beewidYigxYH45L0PT9G0oCWBZQlUCqXbQAQYlCool7A69oIXguBqhw5TmAJgyBftoRBQnkig4QGdPr378MBD58dS0Llmz9OOuHk9Ma308Rnu1WSR_sqlH6Pn25mlyX0wf7x4m19PCMkpWhaCMUcdrQoFXWDFeU0kcWMexYVziGTBDHJEgqaitk9xJQWZOUKGACcKrI3S15l32s8Y769tVNAu9jKEx8UN3Jujfkza86pfuXTMlCZM0E1xsCGL31vu00k1I1i8WpvVdnzTJ7lBQgKsMPf8DnXd9bLO8jKoAC8bU8BFdo2zsUoq-3j6DQQ8B6LleB6CHADRUOp_Ia2c_hWyXvhz_Vuqzne_BR51s8NlrF6K3K-268P-FT2JIlXg</recordid><startdate>20180417</startdate><enddate>20180417</enddate><creator>Bortone, Dante S.</creator><creator>Eddy, James A.</creator><creator>Liu, Yuexin</creator><creator>Weinstein, John N.</creator><creator>Holt, Robert A.</creator><creator>Zenklusen, Jean 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Holt, Robert A. ; Zenklusen, Jean C. ; Cho, Juok ; Reynolds, Sheila ; Liu, Wenbin ; Ryan, Michael ; Chakravarty, Debyani ; Schultz, Nikolaus ; Stuart, Joshua M. ; Wilkerson, Matthew D. ; Balasundaram, Miruna ; Carlsen, Rebecca ; Chuah, Eric ; Holt, Robert ; Lee, Darlene ; Ha, Gavin ; Schumacher, Steven E. ; Cope, Leslie ; Balu, Saianand ; Shi, Yan ; Hinoue, Toshinori ; Glenn, Robert ; Miller, Christopher A. ; Curley, Erin ; Mallery, David ; Morris, Scott ; Longatto-Filho, Adhemar ; Reis, Rui M. ; Scapulatempo-Neto, Cristovam ; Singh, Rosy ; Le, Xuan ; Thorp, Richard ; Setdikova, Galiya ; Shabunin, Alexey ; Barrett, Wendi ; Ostrom, Quinn T. ; Karlan, Beth Y. ; Hu, Hai ; Latour, Mathieu ; Lacombe, Louis ; Su, Tao ; Signoretti, Sabina ; Marks, Jeffrey ; Olson, Jeffrey J. ; Sica, Gabriel ; Stoop, Hans ; Pollo, Bianca ; Aymerich, Marta ; Stepa, Serghei ; Moser, Catherine ; Roberts, Lewis ; Czerniak, Bogdan ; Lazar, Alexander J. ; Jakrot, Valerie ; Scolyer, Richard ; Thompson, John ; Wilmott, James ; Reuter, Victor ; Tien, Nguyen Viet ; Park, Joong-Won ; Pinto, Peter A. ; Moncrieff, Marc ; Botnariuc, Natalia ; Pirtac, Maria ; Parfitt, Jeremy ; Bifulco, Carlo ; Antenucci, Anna ; Grazi, Gianluca ; Marino, Mirella ; Chevalier, Simone ; McKercher, Ginette ; Naska, Theresa ; Borgia, Jeffrey A. ; Pool, Mark ; Junker, Kerstin ; Moiseenko, Fedor ; Hilty, Joe ; Pilarski, Robert ; Porten, Sima ; Asa, Sylvia L. ; Schadendorf, Dirk ; Disaia, Philip ; Kelley, Robin K. ; Sifri, Suzanne ; Mannelli, Massimo ; Knutson, Tina ; Sigmund, Rita ; Postier, Russel ; Walker, Joan ; Feldman, Michael ; Luketich, James ; Rozek, Laura ; Fong, Kwun M. ; Hooke, Jeffrey A. ; Govindan, Ramaswamy ; Aredes, Natália D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c542t-74554d6f240631956f482d0cd61a5681b05a2d280847fcd86d872bd7479057263</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Aneuploidy</topic><topic>Cancer</topic><topic>cancer genomics</topic><topic>Cell interactions</topic><topic>Cell proliferation</topic><topic>Child</topic><topic>Cluster analysis</topic><topic>Communications networks</topic><topic>Copy number</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA methylation</topic><topic>Female</topic><topic>Gene expression</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>Helper cells</topic><topic>Humans</topic><topic>immune subtypes</topic><topic>Immune system</topic><topic>immuno-oncology</topic><topic>Immunomodulation</topic><topic>Immunomodulators</topic><topic>immunomodulatory</topic><topic>Immunotherapy</topic><topic>Inflammation</topic><topic>integrative network analysis</topic><topic>Interferon-gamma - genetics</topic><topic>Interferon-gamma - immunology</topic><topic>Inventors</topic><topic>Leukocytes</topic><topic>Lung cancer</topic><topic>Lymphocytes T</topic><topic>Macrophages</topic><topic>Macrophages - immunology</topic><topic>Male</topic><topic>Medical prognosis</topic><topic>Medical research</topic><topic>Middle Aged</topic><topic>miRNA</topic><topic>Mutation</topic><topic>Neoantigens</topic><topic>Neoplasms - classification</topic><topic>Neoplasms - genetics</topic><topic>Neoplasms - immunology</topic><topic>p53 Protein</topic><topic>Prognosis</topic><topic>Stockholders</topic><topic>T cell receptors</topic><topic>Th1-Th2 Balance - physiology</topic><topic>Transcription</topic><topic>Transforming Growth Factor beta - genetics</topic><topic>Transforming Growth Factor beta - immunology</topic><topic>tumor immunology</topic><topic>tumor microenvironment</topic><topic>Tumors</topic><topic>Wound healing</topic><topic>Wound Healing - genetics</topic><topic>Wound Healing - immunology</topic><topic>Young Adult</topic><topic>γ-Interferon</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bortone, Dante S.</creatorcontrib><creatorcontrib>Eddy, James A.</creatorcontrib><creatorcontrib>Liu, Yuexin</creatorcontrib><creatorcontrib>Weinstein, John N.</creatorcontrib><creatorcontrib>Holt, Robert A.</creatorcontrib><creatorcontrib>Zenklusen, Jean C.</creatorcontrib><creatorcontrib>Cho, Juok</creatorcontrib><creatorcontrib>Reynolds, Sheila</creatorcontrib><creatorcontrib>Liu, Wenbin</creatorcontrib><creatorcontrib>Ryan, Michael</creatorcontrib><creatorcontrib>Chakravarty, Debyani</creatorcontrib><creatorcontrib>Schultz, Nikolaus</creatorcontrib><creatorcontrib>Stuart, 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James</creatorcontrib><creatorcontrib>Rozek, Laura</creatorcontrib><creatorcontrib>Fong, Kwun M.</creatorcontrib><creatorcontrib>Hooke, Jeffrey A.</creatorcontrib><creatorcontrib>Govindan, Ramaswamy</creatorcontrib><creatorcontrib>Aredes, Natália D.</creatorcontrib><creatorcontrib>The Cancer Genome Atlas Research Network</creatorcontrib><creatorcontrib>Cancer Genome Atlas Research Network</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Immunology Abstracts</collection><collection>Industrial and 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Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bortone, Dante S.</au><au>Eddy, James A.</au><au>Liu, Yuexin</au><au>Weinstein, John N.</au><au>Holt, Robert A.</au><au>Zenklusen, Jean C.</au><au>Cho, Juok</au><au>Reynolds, Sheila</au><au>Liu, Wenbin</au><au>Ryan, Michael</au><au>Chakravarty, Debyani</au><au>Schultz, Nikolaus</au><au>Stuart, Joshua M.</au><au>Wilkerson, Matthew D.</au><au>Balasundaram, Miruna</au><au>Carlsen, Rebecca</au><au>Chuah, Eric</au><au>Holt, Robert</au><au>Lee, Darlene</au><au>Ha, Gavin</au><au>Schumacher, Steven E.</au><au>Cope, Leslie</au><au>Balu, Saianand</au><au>Shi, Yan</au><au>Hinoue, Toshinori</au><au>Glenn, Robert</au><au>Miller, Christopher A.</au><au>Curley, Erin</au><au>Mallery, David</au><au>Morris, Scott</au><au>Longatto-Filho, Adhemar</au><au>Reis, Rui M.</au><au>Scapulatempo-Neto, Cristovam</au><au>Singh, Rosy</au><au>Le, Xuan</au><au>Thorp, Richard</au><au>Setdikova, Galiya</au><au>Shabunin, Alexey</au><au>Barrett, Wendi</au><au>Ostrom, Quinn T.</au><au>Karlan, Beth Y.</au><au>Hu, Hai</au><au>Latour, Mathieu</au><au>Lacombe, Louis</au><au>Su, Tao</au><au>Signoretti, Sabina</au><au>Marks, Jeffrey</au><au>Olson, Jeffrey J.</au><au>Sica, Gabriel</au><au>Stoop, Hans</au><au>Pollo, Bianca</au><au>Aymerich, Marta</au><au>Stepa, Serghei</au><au>Moser, Catherine</au><au>Roberts, Lewis</au><au>Czerniak, Bogdan</au><au>Lazar, Alexander J.</au><au>Jakrot, Valerie</au><au>Scolyer, Richard</au><au>Thompson, John</au><au>Wilmott, James</au><au>Reuter, Victor</au><au>Tien, Nguyen Viet</au><au>Park, Joong-Won</au><au>Pinto, Peter A.</au><au>Moncrieff, Marc</au><au>Botnariuc, Natalia</au><au>Pirtac, Maria</au><au>Parfitt, Jeremy</au><au>Bifulco, Carlo</au><au>Antenucci, Anna</au><au>Grazi, Gianluca</au><au>Marino, Mirella</au><au>Chevalier, Simone</au><au>McKercher, Ginette</au><au>Naska, Theresa</au><au>Borgia, Jeffrey A.</au><au>Pool, Mark</au><au>Junker, Kerstin</au><au>Moiseenko, Fedor</au><au>Hilty, Joe</au><au>Pilarski, Robert</au><au>Porten, Sima</au><au>Asa, Sylvia L.</au><au>Schadendorf, Dirk</au><au>Disaia, Philip</au><au>Kelley, Robin K.</au><au>Sifri, Suzanne</au><au>Mannelli, Massimo</au><au>Knutson, Tina</au><au>Sigmund, Rita</au><au>Postier, Russel</au><au>Walker, Joan</au><au>Feldman, Michael</au><au>Luketich, James</au><au>Rozek, Laura</au><au>Fong, Kwun M.</au><au>Hooke, Jeffrey A.</au><au>Govindan, Ramaswamy</au><au>Aredes, Natália D.</au><aucorp>The Cancer Genome Atlas Research Network</aucorp><aucorp>Cancer Genome Atlas Research Network</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Immune Landscape of Cancer</atitle><jtitle>Immunity (Cambridge, Mass.)</jtitle><addtitle>Immunity</addtitle><date>2018-04-17</date><risdate>2018</risdate><volume>48</volume><issue>4</issue><spage>812</spage><epage>830.e14</epage><pages>812-830.e14</pages><issn>1074-7613</issn><issn>1097-4180</issn><eissn>1097-4180</eissn><abstract>We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes—wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β dominant—characterized by differences in macrophage or lymphocyte signatures, Th1:Th2 cell ratio, extent of intratumoral heterogeneity, aneuploidy, extent of neoantigen load, overall cell proliferation, expression of immunomodulatory genes, and prognosis. Specific driver mutations correlated with lower (CTNNB1, NRAS, or IDH1) or higher (BRAF, TP53, or CASP8) leukocyte levels across all cancers. Multiple control modalities of the intracellular and extracellular networks (transcription, microRNAs, copy number, and epigenetic processes) were involved in tumor-immune cell interactions, both across and within immune subtypes. Our immunogenomics pipeline to characterize these heterogeneous tumors and the resulting data are intended to serve as a resource for future targeted studies to further advance the field.
[Display omitted]
•Six identified immune subtypes span cancer tissue types and molecular subtypes•Immune subtypes differ by somatic aberrations, microenvironment, and survival•Multiple control modalities of molecular networks affect tumor-immune interactions•These analyses serve as a resource for exploring immunogenicity across cancer types
Thorsson et al. present immunogenomics analyses of more than 10,000 tumors, identifying six immune subtypes that encompass multiple cancer types and are hypothesized to define immune response patterns impacting prognosis. This work provides a resource for understanding tumor-immune interactions, with implications for identifying ways to advance research on immunotherapy.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>29628290</pmid><doi>10.1016/j.immuni.2018.03.023</doi><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1074-7613 |
ispartof | Immunity (Cambridge, Mass.), 2018-04, Vol.48 (4), p.812-830.e14 |
issn | 1074-7613 1097-4180 1097-4180 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5982584 |
source | MEDLINE; Cell Press Free Archives; Elsevier ScienceDirect Journals; EZB-FREE-00999 freely available EZB journals |
subjects | Adolescent Adult Aged Aged, 80 and over Aneuploidy Cancer cancer genomics Cell interactions Cell proliferation Child Cluster analysis Communications networks Copy number Deoxyribonucleic acid DNA DNA methylation Female Gene expression Genomes Genomics Genomics - methods Helper cells Humans immune subtypes Immune system immuno-oncology Immunomodulation Immunomodulators immunomodulatory Immunotherapy Inflammation integrative network analysis Interferon-gamma - genetics Interferon-gamma - immunology Inventors Leukocytes Lung cancer Lymphocytes T Macrophages Macrophages - immunology Male Medical prognosis Medical research Middle Aged miRNA Mutation Neoantigens Neoplasms - classification Neoplasms - genetics Neoplasms - immunology p53 Protein Prognosis Stockholders T cell receptors Th1-Th2 Balance - physiology Transcription Transforming Growth Factor beta - genetics Transforming Growth Factor beta - immunology tumor immunology tumor microenvironment Tumors Wound healing Wound Healing - genetics Wound Healing - immunology Young Adult γ-Interferon |
title | The Immune Landscape of Cancer |
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