Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin
DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development and is closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors and matched non-involved adjacent...
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creator | Liang, Wen-Wei Jayasinghe, Reyka G. Foltz, Steven M. Porta-Pardo, Eduard Geffen, Yifat Wendl, Michael C. Lazcano, Rossana Kolodziejczak, Iga Song, Yizhe Govindan, Akshay Demicco, Elizabeth G. Li, Xiang Li, Yize Sethuraman, Sunantha Payne, Samuel H. Wiznerowicz, Maciej Shen, Hui Lazar, Alexander J. Robles, Ana I. Ding, Li Aguet, François Akiyama, Yo An, Eunkyung Anand, Shankara Babur, Ozgun Bavarva, Jasmin Birger, Chet Birrer, Michael Cao, Song Ceccarelli, Michele Chan, Daniel Chinnaiyan, Arul Cho, Hanbyul Chowdhury, Shrabanti Clauser, Karl Colaprico, Antonio Zhou, Daniel Cui Day, Corbin Dhanasekaran, Mohan Domagalski, Marcin Dou, Yongchao Druker, Brian Ellis, Matthew Selvan, Myvizhi Esai Francis, Alicia Getz, Gad Robles, Tania Gonzalez Gosline, Sara Heiman, David Hiltke, Tara Hostetter, Galen Huang, Chen Huntsman, Emily Iavarone, Antonio Jewel, Scott Jiang, Wen Lee Johnson, Jared Katsnelson, Lizabeth Ketchum, Karen Krug, Karsten Kumar-Sinha, Chandan Lei, Jonathan Liao, Yuxing Lindgren, Caleb Liu, Tao Liu, Wenke Ma, Weiping Rodrigues, Fernanda Martins McKerrow, Wilson Mesri, Mehdi Newton, Chelsea Oldroyd, Robert Paulovich, Amanda Petralia, Francesca Pugliese, Pietro Reva, Boris Ruggles, Kelly Rykunov, Dmitry Satpathy, Shankha Savage, Sara Schadt, Eric Schnaubelt, Michael Schraink, Tobias Smith, Dick Song, Xiaoyu Storrs, Erik Terekhanova, Nadezhda Thangudu, Ratna Wang, Joshua Wang, Pei Wang, Ying (Cindy) Wen, Bo Yaron, Tomer M. Zhang, Bing Zhang, Qing Zhang, Zhen Chan, Daniel W. Dhanasekaran, Saravana M. Schürer, Stephan Smith, Richard D. |
description | DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development and is closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors and matched non-involved adjacent tissues from the kidney, brain, pancreas, lung, head and neck, and endometrium to identify aberrant methylation associated with RNA and protein abundance changes and build a Pan-Cancer catalog. We uncovered lineage-specific epigenetic drivers including hypomethylated FGFR2 in endometrial cancer. We showed that hypermethylated STAT5A is associated with pervasive regulon downregulation and immune cell depletion, suggesting that epigenetic regulation of STAT5A expression constitutes a molecular switch for immunosuppression in squamous tumors. We further demonstrated that methylation subtype-enrichment information can explain cell-of-origin, intra-tumor heterogeneity, and tumor phenotypes. Overall, we identified cis-acting DNA methylation events that drive transcriptional and translational changes, shedding light on the tumor’s epigenetic landscape and the role of its cell-of-origin.
[Display omitted]
•Pan-cancer epigenetic aberrations and their transcriptional and translational changes•FGFR2 and EGFR hypomethylation are bona fide driver DNA methylation events•STAT5A methylation is a potential switch for immunosuppression in squamous tumors•Methylation subtypes illuminate cell origin, tumor heterogeneity, and tumor phenotype
Liang et al. catalog pan-cancer DNA methylation with concordant transcriptional and translational changes, revealing lineage-specific epigenetic driver FGFR2 hypomethylation in uterine corpus endometrial carcinoma, and STAT5 hypermethylation as an immunosuppression switch in squamous tumors. They also identify methylation-driven subtypes associated with cell-of-origin, tumor heterogeneity, tumor phenotype, and links to therapeutic potential. |
doi_str_mv | 10.1016/j.ccell.2023.07.013 |
format | Article |
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Jayasinghe, Reyka G. ; Foltz, Steven M. ; Porta-Pardo, Eduard ; Geffen, Yifat ; Wendl, Michael C. ; Lazcano, Rossana ; Kolodziejczak, Iga ; Song, Yizhe ; Govindan, Akshay ; Demicco, Elizabeth G. ; Li, Xiang ; Li, Yize ; Sethuraman, Sunantha ; Payne, Samuel H. ; Wiznerowicz, Maciej ; Shen, Hui ; Lazar, Alexander J. ; Robles, Ana I. ; Ding, Li ; Aguet, François ; Akiyama, Yo ; An, Eunkyung ; Anand, Shankara ; Babur, Ozgun ; Bavarva, Jasmin ; Birger, Chet ; Birrer, Michael ; Cao, Song ; Ceccarelli, Michele ; Chan, Daniel ; Chinnaiyan, Arul ; Cho, Hanbyul ; Chowdhury, Shrabanti ; Clauser, Karl ; Colaprico, Antonio ; Zhou, Daniel Cui ; Day, Corbin ; Dhanasekaran, Mohan ; Domagalski, Marcin ; Dou, Yongchao ; Druker, Brian ; Ellis, Matthew ; Selvan, Myvizhi Esai ; Francis, Alicia ; Getz, Gad ; Robles, Tania Gonzalez ; Gosline, Sara ; Heiman, David ; Hiltke, Tara ; Hostetter, Galen ; Huang, Chen ; Huntsman, Emily ; Iavarone, Antonio ; Jewel, Scott ; Jiang, Wen ; Lee Johnson, Jared ; Katsnelson, Lizabeth ; Ketchum, Karen ; Krug, Karsten ; Kumar-Sinha, Chandan ; Lei, Jonathan ; Liao, Yuxing ; Lindgren, Caleb ; Liu, Tao ; Liu, Wenke ; Ma, Weiping ; Rodrigues, Fernanda Martins ; McKerrow, Wilson ; Mesri, Mehdi ; Newton, Chelsea ; Oldroyd, Robert ; Paulovich, Amanda ; Petralia, Francesca ; Pugliese, Pietro ; Reva, Boris ; Ruggles, Kelly ; Rykunov, Dmitry ; Satpathy, Shankha ; Savage, Sara ; Schadt, Eric ; Schnaubelt, Michael ; Schraink, Tobias ; Smith, Dick ; Song, Xiaoyu ; Storrs, Erik ; Terekhanova, Nadezhda ; Thangudu, Ratna ; Wang, Joshua ; Wang, Pei ; Wang, Ying (Cindy) ; Wen, Bo ; Yaron, Tomer M. ; Zhang, Bing ; Zhang, Qing ; Zhang, Zhen ; Chan, Daniel W. ; Dhanasekaran, Saravana M. ; Schürer, Stephan ; Smith, Richard D.</creator><creatorcontrib>Liang, Wen-Wei ; Jayasinghe, Reyka G. ; Foltz, Steven M. ; Porta-Pardo, Eduard ; Geffen, Yifat ; Wendl, Michael C. ; Lazcano, Rossana ; Kolodziejczak, Iga ; Song, Yizhe ; Govindan, Akshay ; Demicco, Elizabeth G. ; Li, Xiang ; Li, Yize ; Sethuraman, Sunantha ; Payne, Samuel H. ; Wiznerowicz, Maciej ; Shen, Hui ; Lazar, Alexander J. ; Robles, Ana I. ; Ding, Li ; Aguet, François ; Akiyama, Yo ; An, Eunkyung ; Anand, Shankara ; Babur, Ozgun ; Bavarva, Jasmin ; Birger, Chet ; Birrer, Michael ; Cao, Song ; Ceccarelli, Michele ; Chan, Daniel ; Chinnaiyan, Arul ; Cho, Hanbyul ; Chowdhury, Shrabanti ; Clauser, Karl ; Colaprico, Antonio ; Zhou, Daniel Cui ; Day, Corbin ; Dhanasekaran, Mohan ; Domagalski, Marcin ; Dou, Yongchao ; Druker, Brian ; Ellis, Matthew ; Selvan, Myvizhi Esai ; Francis, Alicia ; Getz, Gad ; Robles, Tania Gonzalez ; Gosline, Sara ; Heiman, David ; Hiltke, Tara ; Hostetter, Galen ; Huang, Chen ; Huntsman, Emily ; Iavarone, Antonio ; Jewel, Scott ; Jiang, Wen ; Lee Johnson, Jared ; Katsnelson, Lizabeth ; Ketchum, Karen ; Krug, Karsten ; Kumar-Sinha, Chandan ; Lei, Jonathan ; Liao, Yuxing ; Lindgren, Caleb ; Liu, Tao ; Liu, Wenke ; Ma, Weiping ; Rodrigues, Fernanda Martins ; McKerrow, Wilson ; Mesri, Mehdi ; Newton, Chelsea ; Oldroyd, Robert ; Paulovich, Amanda ; Petralia, Francesca ; Pugliese, Pietro ; Reva, Boris ; Ruggles, Kelly ; Rykunov, Dmitry ; Satpathy, Shankha ; Savage, Sara ; Schadt, Eric ; Schnaubelt, Michael ; Schraink, Tobias ; Smith, Dick ; Song, Xiaoyu ; Storrs, Erik ; Terekhanova, Nadezhda ; Thangudu, Ratna ; Wang, Joshua ; Wang, Pei ; Wang, Ying (Cindy) ; Wen, Bo ; Yaron, Tomer M. ; Zhang, Bing ; Zhang, Qing ; Zhang, Zhen ; Chan, Daniel W. ; Dhanasekaran, Saravana M. ; Schürer, Stephan ; Smith, Richard D. ; Clinical Proteomic Tumor Analysis Consortium ; Clinical Proteomic Tumor Analysis Consortium</creatorcontrib><description>DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development and is closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors and matched non-involved adjacent tissues from the kidney, brain, pancreas, lung, head and neck, and endometrium to identify aberrant methylation associated with RNA and protein abundance changes and build a Pan-Cancer catalog. We uncovered lineage-specific epigenetic drivers including hypomethylated FGFR2 in endometrial cancer. We showed that hypermethylated STAT5A is associated with pervasive regulon downregulation and immune cell depletion, suggesting that epigenetic regulation of STAT5A expression constitutes a molecular switch for immunosuppression in squamous tumors. We further demonstrated that methylation subtype-enrichment information can explain cell-of-origin, intra-tumor heterogeneity, and tumor phenotypes. Overall, we identified cis-acting DNA methylation events that drive transcriptional and translational changes, shedding light on the tumor’s epigenetic landscape and the role of its cell-of-origin.
[Display omitted]
•Pan-cancer epigenetic aberrations and their transcriptional and translational changes•FGFR2 and EGFR hypomethylation are bona fide driver DNA methylation events•STAT5A methylation is a potential switch for immunosuppression in squamous tumors•Methylation subtypes illuminate cell origin, tumor heterogeneity, and tumor phenotype
Liang et al. catalog pan-cancer DNA methylation with concordant transcriptional and translational changes, revealing lineage-specific epigenetic driver FGFR2 hypomethylation in uterine corpus endometrial carcinoma, and STAT5 hypermethylation as an immunosuppression switch in squamous tumors. They also identify methylation-driven subtypes associated with cell-of-origin, tumor heterogeneity, tumor phenotype, and links to therapeutic potential.</description><identifier>ISSN: 1535-6108</identifier><identifier>ISSN: 1878-3686</identifier><identifier>EISSN: 1878-3686</identifier><identifier>DOI: 10.1016/j.ccell.2023.07.013</identifier><identifier>PMID: 37582362</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>DNA Methylation ; Endometrial Neoplasms - genetics ; Epigenesis, Genetic ; Female ; Gene Expression Regulation, Neoplastic ; Humans ; Multiomics</subject><ispartof>Cancer cell, 2023-09, Vol.41 (9), p.1567-1585.e7</ispartof><rights>2023 The Author(s)</rights><rights>Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c460t-3ef5e1bcbde0b8159d075947f4d1429c11ad9dc651c99ea16db8b7dfe0349283</citedby><cites>FETCH-LOGICAL-c460t-3ef5e1bcbde0b8159d075947f4d1429c11ad9dc651c99ea16db8b7dfe0349283</cites><orcidid>0000-0003-1517-2975</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ccell.2023.07.013$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,780,784,885,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37582362$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liang, Wen-Wei</creatorcontrib><creatorcontrib>Jayasinghe, Reyka G.</creatorcontrib><creatorcontrib>Foltz, Steven 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Esai</creatorcontrib><creatorcontrib>Francis, Alicia</creatorcontrib><creatorcontrib>Getz, Gad</creatorcontrib><creatorcontrib>Robles, Tania Gonzalez</creatorcontrib><creatorcontrib>Gosline, Sara</creatorcontrib><creatorcontrib>Heiman, David</creatorcontrib><creatorcontrib>Hiltke, Tara</creatorcontrib><creatorcontrib>Hostetter, Galen</creatorcontrib><creatorcontrib>Huang, Chen</creatorcontrib><creatorcontrib>Huntsman, Emily</creatorcontrib><creatorcontrib>Iavarone, Antonio</creatorcontrib><creatorcontrib>Jewel, Scott</creatorcontrib><creatorcontrib>Jiang, Wen</creatorcontrib><creatorcontrib>Lee Johnson, Jared</creatorcontrib><creatorcontrib>Katsnelson, Lizabeth</creatorcontrib><creatorcontrib>Ketchum, Karen</creatorcontrib><creatorcontrib>Krug, Karsten</creatorcontrib><creatorcontrib>Kumar-Sinha, Chandan</creatorcontrib><creatorcontrib>Lei, Jonathan</creatorcontrib><creatorcontrib>Liao, Yuxing</creatorcontrib><creatorcontrib>Lindgren, Caleb</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Liu, Wenke</creatorcontrib><creatorcontrib>Ma, Weiping</creatorcontrib><creatorcontrib>Rodrigues, Fernanda Martins</creatorcontrib><creatorcontrib>McKerrow, Wilson</creatorcontrib><creatorcontrib>Mesri, Mehdi</creatorcontrib><creatorcontrib>Newton, Chelsea</creatorcontrib><creatorcontrib>Oldroyd, Robert</creatorcontrib><creatorcontrib>Paulovich, Amanda</creatorcontrib><creatorcontrib>Petralia, Francesca</creatorcontrib><creatorcontrib>Pugliese, Pietro</creatorcontrib><creatorcontrib>Reva, Boris</creatorcontrib><creatorcontrib>Ruggles, Kelly</creatorcontrib><creatorcontrib>Rykunov, Dmitry</creatorcontrib><creatorcontrib>Satpathy, Shankha</creatorcontrib><creatorcontrib>Savage, Sara</creatorcontrib><creatorcontrib>Schadt, Eric</creatorcontrib><creatorcontrib>Schnaubelt, Michael</creatorcontrib><creatorcontrib>Schraink, Tobias</creatorcontrib><creatorcontrib>Smith, Dick</creatorcontrib><creatorcontrib>Song, Xiaoyu</creatorcontrib><creatorcontrib>Storrs, Erik</creatorcontrib><creatorcontrib>Terekhanova, Nadezhda</creatorcontrib><creatorcontrib>Thangudu, Ratna</creatorcontrib><creatorcontrib>Wang, Joshua</creatorcontrib><creatorcontrib>Wang, Pei</creatorcontrib><creatorcontrib>Wang, Ying (Cindy)</creatorcontrib><creatorcontrib>Wen, Bo</creatorcontrib><creatorcontrib>Yaron, Tomer M.</creatorcontrib><creatorcontrib>Zhang, Bing</creatorcontrib><creatorcontrib>Zhang, Qing</creatorcontrib><creatorcontrib>Zhang, Zhen</creatorcontrib><creatorcontrib>Chan, Daniel W.</creatorcontrib><creatorcontrib>Dhanasekaran, Saravana M.</creatorcontrib><creatorcontrib>Schürer, Stephan</creatorcontrib><creatorcontrib>Smith, Richard D.</creatorcontrib><creatorcontrib>Clinical Proteomic Tumor Analysis Consortium</creatorcontrib><creatorcontrib>Clinical Proteomic Tumor Analysis Consortium</creatorcontrib><title>Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin</title><title>Cancer cell</title><addtitle>Cancer Cell</addtitle><description>DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development and is closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors and matched non-involved adjacent tissues from the kidney, brain, pancreas, lung, head and neck, and endometrium to identify aberrant methylation associated with RNA and protein abundance changes and build a Pan-Cancer catalog. We uncovered lineage-specific epigenetic drivers including hypomethylated FGFR2 in endometrial cancer. We showed that hypermethylated STAT5A is associated with pervasive regulon downregulation and immune cell depletion, suggesting that epigenetic regulation of STAT5A expression constitutes a molecular switch for immunosuppression in squamous tumors. We further demonstrated that methylation subtype-enrichment information can explain cell-of-origin, intra-tumor heterogeneity, and tumor phenotypes. Overall, we identified cis-acting DNA methylation events that drive transcriptional and translational changes, shedding light on the tumor’s epigenetic landscape and the role of its cell-of-origin.
[Display omitted]
•Pan-cancer epigenetic aberrations and their transcriptional and translational changes•FGFR2 and EGFR hypomethylation are bona fide driver DNA methylation events•STAT5A methylation is a potential switch for immunosuppression in squamous tumors•Methylation subtypes illuminate cell origin, tumor heterogeneity, and tumor phenotype
Liang et al. catalog pan-cancer DNA methylation with concordant transcriptional and translational changes, revealing lineage-specific epigenetic driver FGFR2 hypomethylation in uterine corpus endometrial carcinoma, and STAT5 hypermethylation as an immunosuppression switch in squamous tumors. They also identify methylation-driven subtypes associated with cell-of-origin, tumor heterogeneity, tumor phenotype, and links to therapeutic potential.</description><subject>DNA Methylation</subject><subject>Endometrial Neoplasms - genetics</subject><subject>Epigenesis, Genetic</subject><subject>Female</subject><subject>Gene Expression Regulation, 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(Cindy)</creator><creator>Wen, Bo</creator><creator>Yaron, Tomer M.</creator><creator>Zhang, Bing</creator><creator>Zhang, Qing</creator><creator>Zhang, Zhen</creator><creator>Chan, Daniel W.</creator><creator>Dhanasekaran, Saravana M.</creator><creator>Schürer, Stephan</creator><creator>Smith, Richard D.</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</scope><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>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1517-2975</orcidid></search><sort><creationdate>20230911</creationdate><title>Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin</title><author>Liang, Wen-Wei ; Jayasinghe, Reyka G. ; Foltz, Steven M. ; Porta-Pardo, Eduard ; Geffen, Yifat ; Wendl, Michael C. ; Lazcano, Rossana ; Kolodziejczak, Iga ; Song, Yizhe ; Govindan, Akshay ; Demicco, Elizabeth G. ; Li, Xiang ; Li, Yize ; Sethuraman, Sunantha ; Payne, Samuel H. ; Wiznerowicz, Maciej ; Shen, Hui ; Lazar, Alexander J. ; Robles, Ana I. ; Ding, Li ; Aguet, François ; Akiyama, Yo ; An, Eunkyung ; Anand, Shankara ; Babur, Ozgun ; Bavarva, Jasmin ; Birger, Chet ; Birrer, Michael ; Cao, Song ; Ceccarelli, Michele ; Chan, Daniel ; Chinnaiyan, Arul ; Cho, Hanbyul ; Chowdhury, Shrabanti ; Clauser, Karl ; Colaprico, Antonio ; Zhou, Daniel Cui ; Day, Corbin ; Dhanasekaran, Mohan ; Domagalski, Marcin ; Dou, Yongchao ; Druker, Brian ; Ellis, Matthew ; Selvan, Myvizhi Esai ; Francis, Alicia ; Getz, Gad ; Robles, Tania Gonzalez ; Gosline, Sara ; Heiman, David ; Hiltke, Tara ; Hostetter, Galen ; Huang, Chen ; Huntsman, Emily ; Iavarone, Antonio ; Jewel, Scott ; Jiang, Wen ; Lee Johnson, Jared ; Katsnelson, Lizabeth ; Ketchum, Karen ; Krug, Karsten ; Kumar-Sinha, Chandan ; Lei, Jonathan ; Liao, Yuxing ; Lindgren, Caleb ; Liu, Tao ; Liu, Wenke ; Ma, Weiping ; Rodrigues, Fernanda Martins ; McKerrow, Wilson ; Mesri, Mehdi ; Newton, Chelsea ; Oldroyd, Robert ; Paulovich, Amanda ; Petralia, Francesca ; Pugliese, Pietro ; Reva, Boris ; Ruggles, Kelly ; Rykunov, Dmitry ; Satpathy, Shankha ; Savage, Sara ; Schadt, Eric ; Schnaubelt, Michael ; Schraink, Tobias ; Smith, Dick ; Song, Xiaoyu ; Storrs, Erik ; Terekhanova, Nadezhda ; Thangudu, Ratna ; Wang, Joshua ; Wang, Pei ; Wang, Ying (Cindy) ; Wen, Bo ; Yaron, Tomer M. ; Zhang, Bing ; Zhang, Qing ; Zhang, Zhen ; Chan, Daniel W. ; Dhanasekaran, Saravana M. ; Schürer, Stephan ; Smith, Richard D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c460t-3ef5e1bcbde0b8159d075947f4d1429c11ad9dc651c99ea16db8b7dfe0349283</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>DNA Methylation</topic><topic>Endometrial Neoplasms - genetics</topic><topic>Epigenesis, Genetic</topic><topic>Female</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Humans</topic><topic>Multiomics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liang, Wen-Wei</creatorcontrib><creatorcontrib>Jayasinghe, Reyka G.</creatorcontrib><creatorcontrib>Foltz, Steven M.</creatorcontrib><creatorcontrib>Porta-Pardo, Eduard</creatorcontrib><creatorcontrib>Geffen, Yifat</creatorcontrib><creatorcontrib>Wendl, Michael C.</creatorcontrib><creatorcontrib>Lazcano, Rossana</creatorcontrib><creatorcontrib>Kolodziejczak, Iga</creatorcontrib><creatorcontrib>Song, Yizhe</creatorcontrib><creatorcontrib>Govindan, Akshay</creatorcontrib><creatorcontrib>Demicco, Elizabeth G.</creatorcontrib><creatorcontrib>Li, Xiang</creatorcontrib><creatorcontrib>Li, Yize</creatorcontrib><creatorcontrib>Sethuraman, Sunantha</creatorcontrib><creatorcontrib>Payne, Samuel H.</creatorcontrib><creatorcontrib>Wiznerowicz, Maciej</creatorcontrib><creatorcontrib>Shen, Hui</creatorcontrib><creatorcontrib>Lazar, Alexander J.</creatorcontrib><creatorcontrib>Robles, Ana I.</creatorcontrib><creatorcontrib>Ding, Li</creatorcontrib><creatorcontrib>Aguet, François</creatorcontrib><creatorcontrib>Akiyama, Yo</creatorcontrib><creatorcontrib>An, Eunkyung</creatorcontrib><creatorcontrib>Anand, Shankara</creatorcontrib><creatorcontrib>Babur, Ozgun</creatorcontrib><creatorcontrib>Bavarva, Jasmin</creatorcontrib><creatorcontrib>Birger, Chet</creatorcontrib><creatorcontrib>Birrer, Michael</creatorcontrib><creatorcontrib>Cao, Song</creatorcontrib><creatorcontrib>Ceccarelli, Michele</creatorcontrib><creatorcontrib>Chan, Daniel</creatorcontrib><creatorcontrib>Chinnaiyan, Arul</creatorcontrib><creatorcontrib>Cho, Hanbyul</creatorcontrib><creatorcontrib>Chowdhury, Shrabanti</creatorcontrib><creatorcontrib>Clauser, Karl</creatorcontrib><creatorcontrib>Colaprico, Antonio</creatorcontrib><creatorcontrib>Zhou, Daniel Cui</creatorcontrib><creatorcontrib>Day, Corbin</creatorcontrib><creatorcontrib>Dhanasekaran, Mohan</creatorcontrib><creatorcontrib>Domagalski, Marcin</creatorcontrib><creatorcontrib>Dou, Yongchao</creatorcontrib><creatorcontrib>Druker, Brian</creatorcontrib><creatorcontrib>Ellis, Matthew</creatorcontrib><creatorcontrib>Selvan, Myvizhi Esai</creatorcontrib><creatorcontrib>Francis, Alicia</creatorcontrib><creatorcontrib>Getz, Gad</creatorcontrib><creatorcontrib>Robles, Tania Gonzalez</creatorcontrib><creatorcontrib>Gosline, Sara</creatorcontrib><creatorcontrib>Heiman, David</creatorcontrib><creatorcontrib>Hiltke, Tara</creatorcontrib><creatorcontrib>Hostetter, Galen</creatorcontrib><creatorcontrib>Huang, Chen</creatorcontrib><creatorcontrib>Huntsman, Emily</creatorcontrib><creatorcontrib>Iavarone, Antonio</creatorcontrib><creatorcontrib>Jewel, Scott</creatorcontrib><creatorcontrib>Jiang, Wen</creatorcontrib><creatorcontrib>Lee Johnson, Jared</creatorcontrib><creatorcontrib>Katsnelson, Lizabeth</creatorcontrib><creatorcontrib>Ketchum, Karen</creatorcontrib><creatorcontrib>Krug, Karsten</creatorcontrib><creatorcontrib>Kumar-Sinha, Chandan</creatorcontrib><creatorcontrib>Lei, Jonathan</creatorcontrib><creatorcontrib>Liao, Yuxing</creatorcontrib><creatorcontrib>Lindgren, Caleb</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Liu, Wenke</creatorcontrib><creatorcontrib>Ma, Weiping</creatorcontrib><creatorcontrib>Rodrigues, Fernanda Martins</creatorcontrib><creatorcontrib>McKerrow, Wilson</creatorcontrib><creatorcontrib>Mesri, Mehdi</creatorcontrib><creatorcontrib>Newton, Chelsea</creatorcontrib><creatorcontrib>Oldroyd, Robert</creatorcontrib><creatorcontrib>Paulovich, Amanda</creatorcontrib><creatorcontrib>Petralia, Francesca</creatorcontrib><creatorcontrib>Pugliese, Pietro</creatorcontrib><creatorcontrib>Reva, Boris</creatorcontrib><creatorcontrib>Ruggles, Kelly</creatorcontrib><creatorcontrib>Rykunov, Dmitry</creatorcontrib><creatorcontrib>Satpathy, Shankha</creatorcontrib><creatorcontrib>Savage, Sara</creatorcontrib><creatorcontrib>Schadt, Eric</creatorcontrib><creatorcontrib>Schnaubelt, Michael</creatorcontrib><creatorcontrib>Schraink, Tobias</creatorcontrib><creatorcontrib>Smith, Dick</creatorcontrib><creatorcontrib>Song, Xiaoyu</creatorcontrib><creatorcontrib>Storrs, Erik</creatorcontrib><creatorcontrib>Terekhanova, Nadezhda</creatorcontrib><creatorcontrib>Thangudu, Ratna</creatorcontrib><creatorcontrib>Wang, Joshua</creatorcontrib><creatorcontrib>Wang, Pei</creatorcontrib><creatorcontrib>Wang, Ying (Cindy)</creatorcontrib><creatorcontrib>Wen, Bo</creatorcontrib><creatorcontrib>Yaron, Tomer M.</creatorcontrib><creatorcontrib>Zhang, Bing</creatorcontrib><creatorcontrib>Zhang, Qing</creatorcontrib><creatorcontrib>Zhang, Zhen</creatorcontrib><creatorcontrib>Chan, Daniel W.</creatorcontrib><creatorcontrib>Dhanasekaran, Saravana M.</creatorcontrib><creatorcontrib>Schürer, Stephan</creatorcontrib><creatorcontrib>Smith, Richard D.</creatorcontrib><creatorcontrib>Clinical Proteomic Tumor Analysis Consortium</creatorcontrib><creatorcontrib>Clinical Proteomic Tumor Analysis Consortium</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>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cancer cell</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liang, Wen-Wei</au><au>Jayasinghe, Reyka G.</au><au>Foltz, Steven M.</au><au>Porta-Pardo, Eduard</au><au>Geffen, Yifat</au><au>Wendl, Michael C.</au><au>Lazcano, Rossana</au><au>Kolodziejczak, Iga</au><au>Song, Yizhe</au><au>Govindan, Akshay</au><au>Demicco, Elizabeth G.</au><au>Li, Xiang</au><au>Li, Yize</au><au>Sethuraman, Sunantha</au><au>Payne, Samuel H.</au><au>Wiznerowicz, Maciej</au><au>Shen, Hui</au><au>Lazar, Alexander J.</au><au>Robles, Ana I.</au><au>Ding, Li</au><au>Aguet, François</au><au>Akiyama, Yo</au><au>An, Eunkyung</au><au>Anand, Shankara</au><au>Babur, Ozgun</au><au>Bavarva, Jasmin</au><au>Birger, Chet</au><au>Birrer, Michael</au><au>Cao, Song</au><au>Ceccarelli, Michele</au><au>Chan, Daniel</au><au>Chinnaiyan, Arul</au><au>Cho, Hanbyul</au><au>Chowdhury, Shrabanti</au><au>Clauser, Karl</au><au>Colaprico, Antonio</au><au>Zhou, Daniel Cui</au><au>Day, Corbin</au><au>Dhanasekaran, Mohan</au><au>Domagalski, Marcin</au><au>Dou, Yongchao</au><au>Druker, Brian</au><au>Ellis, Matthew</au><au>Selvan, Myvizhi Esai</au><au>Francis, Alicia</au><au>Getz, Gad</au><au>Robles, Tania Gonzalez</au><au>Gosline, Sara</au><au>Heiman, David</au><au>Hiltke, Tara</au><au>Hostetter, Galen</au><au>Huang, Chen</au><au>Huntsman, Emily</au><au>Iavarone, Antonio</au><au>Jewel, Scott</au><au>Jiang, Wen</au><au>Lee Johnson, Jared</au><au>Katsnelson, Lizabeth</au><au>Ketchum, Karen</au><au>Krug, Karsten</au><au>Kumar-Sinha, Chandan</au><au>Lei, Jonathan</au><au>Liao, Yuxing</au><au>Lindgren, Caleb</au><au>Liu, Tao</au><au>Liu, Wenke</au><au>Ma, Weiping</au><au>Rodrigues, Fernanda Martins</au><au>McKerrow, Wilson</au><au>Mesri, Mehdi</au><au>Newton, Chelsea</au><au>Oldroyd, Robert</au><au>Paulovich, Amanda</au><au>Petralia, Francesca</au><au>Pugliese, Pietro</au><au>Reva, Boris</au><au>Ruggles, Kelly</au><au>Rykunov, Dmitry</au><au>Satpathy, Shankha</au><au>Savage, Sara</au><au>Schadt, Eric</au><au>Schnaubelt, Michael</au><au>Schraink, Tobias</au><au>Smith, Dick</au><au>Song, Xiaoyu</au><au>Storrs, Erik</au><au>Terekhanova, Nadezhda</au><au>Thangudu, Ratna</au><au>Wang, Joshua</au><au>Wang, Pei</au><au>Wang, Ying (Cindy)</au><au>Wen, Bo</au><au>Yaron, Tomer M.</au><au>Zhang, Bing</au><au>Zhang, Qing</au><au>Zhang, Zhen</au><au>Chan, Daniel W.</au><au>Dhanasekaran, Saravana M.</au><au>Schürer, Stephan</au><au>Smith, Richard D.</au><aucorp>Clinical Proteomic Tumor Analysis Consortium</aucorp><aucorp>Clinical Proteomic Tumor Analysis Consortium</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin</atitle><jtitle>Cancer cell</jtitle><addtitle>Cancer Cell</addtitle><date>2023-09-11</date><risdate>2023</risdate><volume>41</volume><issue>9</issue><spage>1567</spage><epage>1585.e7</epage><pages>1567-1585.e7</pages><issn>1535-6108</issn><issn>1878-3686</issn><eissn>1878-3686</eissn><abstract>DNA methylation plays a critical role in establishing and maintaining cellular identity. However, it is frequently dysregulated during tumor development and is closely intertwined with other genetic alterations. Here, we leveraged multi-omic profiling of 687 tumors and matched non-involved adjacent tissues from the kidney, brain, pancreas, lung, head and neck, and endometrium to identify aberrant methylation associated with RNA and protein abundance changes and build a Pan-Cancer catalog. We uncovered lineage-specific epigenetic drivers including hypomethylated FGFR2 in endometrial cancer. We showed that hypermethylated STAT5A is associated with pervasive regulon downregulation and immune cell depletion, suggesting that epigenetic regulation of STAT5A expression constitutes a molecular switch for immunosuppression in squamous tumors. We further demonstrated that methylation subtype-enrichment information can explain cell-of-origin, intra-tumor heterogeneity, and tumor phenotypes. Overall, we identified cis-acting DNA methylation events that drive transcriptional and translational changes, shedding light on the tumor’s epigenetic landscape and the role of its cell-of-origin.
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•Pan-cancer epigenetic aberrations and their transcriptional and translational changes•FGFR2 and EGFR hypomethylation are bona fide driver DNA methylation events•STAT5A methylation is a potential switch for immunosuppression in squamous tumors•Methylation subtypes illuminate cell origin, tumor heterogeneity, and tumor phenotype
Liang et al. catalog pan-cancer DNA methylation with concordant transcriptional and translational changes, revealing lineage-specific epigenetic driver FGFR2 hypomethylation in uterine corpus endometrial carcinoma, and STAT5 hypermethylation as an immunosuppression switch in squamous tumors. They also identify methylation-driven subtypes associated with cell-of-origin, tumor heterogeneity, tumor phenotype, and links to therapeutic potential.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>37582362</pmid><doi>10.1016/j.ccell.2023.07.013</doi><orcidid>https://orcid.org/0000-0003-1517-2975</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1535-6108 |
ispartof | Cancer cell, 2023-09, Vol.41 (9), p.1567-1585.e7 |
issn | 1535-6108 1878-3686 1878-3686 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_11613269 |
source | MEDLINE; Cell Press Free Archives; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Access via ScienceDirect (Elsevier) |
subjects | DNA Methylation Endometrial Neoplasms - genetics Epigenesis, Genetic Female Gene Expression Regulation, Neoplastic Humans Multiomics |
title | Integrative multi-omic cancer profiling reveals DNA methylation patterns associated with therapeutic vulnerability and cell-of-origin |
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