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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Veröffentlicht in:Cancer cell 2023-09, Vol.41 (9), p.1567-1585.e7
Hauptverfasser: 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.
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container_end_page 1585.e7
container_issue 9
container_start_page 1567
container_title Cancer cell
container_volume 41
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
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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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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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Hanbyul</creator><creator>Chowdhury, Shrabanti</creator><creator>Clauser, Karl</creator><creator>Colaprico, Antonio</creator><creator>Zhou, Daniel Cui</creator><creator>Day, Corbin</creator><creator>Dhanasekaran, Mohan</creator><creator>Domagalski, Marcin</creator><creator>Dou, Yongchao</creator><creator>Druker, Brian</creator><creator>Ellis, Matthew</creator><creator>Selvan, Myvizhi Esai</creator><creator>Francis, Alicia</creator><creator>Getz, Gad</creator><creator>Robles, Tania Gonzalez</creator><creator>Gosline, Sara</creator><creator>Heiman, David</creator><creator>Hiltke, Tara</creator><creator>Hostetter, Galen</creator><creator>Huang, Chen</creator><creator>Huntsman, Emily</creator><creator>Iavarone, Antonio</creator><creator>Jewel, Scott</creator><creator>Jiang, Wen</creator><creator>Lee Johnson, Jared</creator><creator>Katsnelson, Lizabeth</creator><creator>Ketchum, Karen</creator><creator>Krug, Karsten</creator><creator>Kumar-Sinha, Chandan</creator><creator>Lei, 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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, 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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. [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.</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>
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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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