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dc.contributor.authorKundaje, Anshul
dc.contributor.authorMeuleman, Wouter
dc.contributor.authorErnst, Jason
dc.contributor.authorYen, Angela
dc.contributor.authorKheradpour, Pouya
dc.contributor.authorZhang, Zhizhuo
dc.contributor.authorWang, Jianrong
dc.contributor.authorWard, Lucas D.
dc.contributor.authorSarkar, Abhishek Kulshreshtha
dc.contributor.authorQuon, Gerald
dc.contributor.authorEaton, Matthew Lucas
dc.contributor.authorWu, Yi-Chieh
dc.contributor.authorPfenning, Andreas R.
dc.contributor.authorWang, Xinchen
dc.contributor.authorClaussnitzer, Melina
dc.contributor.authorLiu, Yaping
dc.contributor.authorBansal, Mukul S.
dc.contributor.authorKim, Ah Ram
dc.contributor.authorCowper Sal-lari, Richard
dc.contributor.authorSinnott-Armstrong, Nicholas A.
dc.contributor.authorGjoneska, Elizabeta
dc.contributor.authorTsai, Li-Huei
dc.contributor.authorKellis, Manolis
dc.contributor.authorFeizi- Khankandi, Soheil
dc.contributor.authorBoyer, Laurie Ann
dc.date.accessioned2016-01-12T14:46:27Z
dc.date.available2016-01-12T14:46:27Z
dc.date.issued2015-02
dc.date.submitted2014-04
dc.identifier.issn0028-0836
dc.identifier.issn1476-4687
dc.identifier.urihttp://hdl.handle.net/1721.1/100801
dc.description.abstractThe reference human genome sequence set the stage for studies of genetic variation and its association with human disease, but epigenomic studies lack a similar reference. To address this need, the NIH Roadmap Epigenomics Consortium generated the largest collection so far of human epigenomes for primary cells and tissues. Here we describe the integrative analysis of 111 reference human epigenomes generated as part of the programme, profiled for histone modification patterns, DNA accessibility, DNA methylation and RNA expression. We establish global maps of regulatory elements, define regulatory modules of coordinated activity, and their likely activators and repressors. We show that disease- and trait-associated genetic variants are enriched in tissue-specific epigenomic marks, revealing biologically relevant cell types for diverse human traits, and providing a resource for interpreting the molecular basis of human disease. Our results demonstrate the central role of epigenomic information for understanding gene regulation, cellular differentiation and human disease.en_US
dc.description.sponsorshipNational Human Genome Research Institute (U.S.) (RC1HG005334)en_US
dc.description.sponsorshipNational Human Genome Research Institute (U.S.) (R01HG004037)en_US
dc.description.sponsorshipNational Human Genome Research Institute (U.S.) (R01HG004037-S1)en_US
dc.description.sponsorshipNational Human Genome Research Institute (U.S.) (RO1NS078839)en_US
dc.description.sponsorshipNational Science Foundation (U.S.) (CAREER Award 1254200)en_US
dc.language.isoen_US
dc.publisherNature Publishing Groupen_US
dc.relation.isversionofhttp://dx.doi.org/10.1038/nature14248en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourcePMCen_US
dc.titleIntegrative analysis of 111 reference human epigenomesen_US
dc.typeArticleen_US
dc.identifier.citationKundaje, Anshul, Wouter Meuleman, Jason Ernst, Misha Bilenky, Angela Yen, Alireza Heravi-Moussavi, Pouya Kheradpour, et al. “Integrative Analysis of 111 Reference Human Epigenomes.” Nature 518, no. 7539 (February 18, 2015): 317–330.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Biologyen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Brain and Cognitive Sciencesen_US
dc.contributor.departmentMassachusetts Institute of Technology. Department of Electrical Engineering and Computer Scienceen_US
dc.contributor.departmentPicower Institute for Learning and Memoryen_US
dc.contributor.mitauthorKundaje, Anshulen_US
dc.contributor.mitauthorMeuleman, Wouteren_US
dc.contributor.mitauthorErnst, Jasonen_US
dc.contributor.mitauthorYen, Angelaen_US
dc.contributor.mitauthorKheradpour, Pouyaen_US
dc.contributor.mitauthorZhang, Zhizhuoen_US
dc.contributor.mitauthorWang, Jianrongen_US
dc.contributor.mitauthorWard, Lucas D.en_US
dc.contributor.mitauthorSarkar, Abhishek Kulshreshthaen_US
dc.contributor.mitauthorQuon, Geralden_US
dc.contributor.mitauthorEaton, Matthew Lucasen_US
dc.contributor.mitauthorWu, Yi-Chiehen_US
dc.contributor.mitauthorPfenning, Andreas R.en_US
dc.contributor.mitauthorWang, Xinchenen_US
dc.contributor.mitauthorClaussnitzer, Melinaen_US
dc.contributor.mitauthorLiu, Yapingen_US
dc.contributor.mitauthorBansal, Mukul S.en_US
dc.contributor.mitauthorFeizi-Khankandi, Soheilen_US
dc.contributor.mitauthorKim, Ah Ramen_US
dc.contributor.mitauthorCowper Sal-lari, Richarden_US
dc.contributor.mitauthorSinnott-Armstrong, Nicholas A.en_US
dc.contributor.mitauthorKellis, Manolisen_US
dc.contributor.mitauthorBoyer, Laurieen_US
dc.contributor.mitauthorGjoneska, Elizabetaen_US
dc.contributor.mitauthorTsai, Li-Hueien_US
dc.relation.journalNatureen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.orderedauthorsKundaje, Anshul; Meuleman, Wouter; Ernst, Jason; Bilenky, Misha; Yen, Angela; Heravi-Moussavi, Alireza; Kheradpour, Pouya; Zhang, Zhizhuo; Wang, Jianrong; Ziller, Michael J.; Amin, Viren; Whitaker, John W.; Schultz, Matthew D.; Ward, Lucas D.; Sarkar, Abhishek; Quon, Gerald; Sandstrom, Richard S.; Eaton, Matthew L.; Wu, Yi-Chieh; Pfenning, Andreas; Wang, Xinchen; ClaussnitzerYaping Liu, Melina; Coarfa, Cristian; Alan Harris, R.; Shoresh, Noam; Epstein, Charles B.; Gjoneska, Elizabeta; Leung, Danny; Xie, Wei; David Hawkins, R.; Lister, Ryan; Hong, Chibo; Gascard, Philippe; Mungall, Andrew J.; Moore, Richard; Chuah, Eric; Tam, Angela; Canfield, Theresa K.; Scott Hansen, R.; Kaul, Rajinder; Sabo, Peter J.; Bansal, Mukul S.; Carles, Annaick; Dixon, Jesse R.; Farh, Kai-How; Feizi, Soheil; Karlic, Rosa; Kim, Ah-Ram; Kulkarni, Ashwinikumar; Li, Daofeng; Lowdon, Rebecca; Elliott, GiNell; Mercer, Tim R.; Neph, Shane J.; Onuchic, Vitor; Polak, Paz; Rajagopal, Nisha; Ray, Pradipta; Sallari, Richard C.; Siebenthall, Kyle T.; Sinnott-Armstrong, Nicholas A.; Stevens, Michael; Thurman, Robert E.; Wu, Jie; Zhang, Bo; Zhou, Xin; Abdennur, Nezar; Adli, Mazhar; Akerman, Martin; Barrera, Luis; Antosiewicz-Bourget, Jessica; Ballinger, Tracy; Barnes, Michael J.; Bates, Daniel; Bell, Robert J. A.; Bennett, David A.; Bianco, Katherine; Bock, Christoph; Boyle, Patrick; Brinchmann, Jan; Caballero-Campo, Pedro; Camahort, Raymond; Carrasco-Alfonso, Marlene J.; Charnecki, Timothy; Chen, Huaming; Chen, Zhao; Cheng, Jeffrey B.; Cho, Stephanie; Chu, Andy; Chung, Wen-Yu; Cowan, Chad; Athena Deng, Qixia; Deshpande, Vikram; Diegel, Morgan; Ding, Bo; Durham, Timothy; Echipare, Lorigail; Edsall, Lee; Flowers, David; Genbacev-Krtolica, Olga; Gifford, Casey; Gillespie, Shawn; Giste, Erika; Glass, Ian A.; Gnirke, Andreas; Gormley, Matthew; Gu, Hongcang; Gu, Junchen; Hafler, David A.; Hangauer, Matthew J.; Hariharan, Manoj; Hatan, Meital; Haugen, Eric; He, Yupeng; Heimfeld, Shelly; Herlofsen, Sarah; Hou, Zhonggang; Humbert, Richard; Issner, Robbyn; Jackson, Andrew R.; Jia, Haiyang; Jiang, Peng; Johnson, Audra K.; Kadlecek, Theresa; Kamoh, Baljit; Kapidzic, Mirhan; Kent, Jim; Kim, Audrey; Kleinewietfeld, Markus; Klugman, Sarit; Krishnan, Jayanth; Kuan, Samantha; Kutyavin, Tanya; Lee, Ah-Young; Lee, Kristen; Li, Jian; Li, Nan; Li, Yan; Ligon, Keith L.; Lin, Shin; Lin, Yiing; Liu, Jie; Liu, Yuxuan; Luckey, C. John; Ma, Yussanne P.; Maire, Cecile; Marson, Alexander; Mattick, John S.; Mayo, Michael; McMaster, Michael; Metsky, Hayden; Mikkelsen, Tarjei; Miller, Diane; Miri, Mohammad; Mukame, Eran; Nagarajan, Raman P.; Neri, Fidencio; Nery, Joseph; Nguyen, Tung; O’Geen, Henriette; Paithankar, Sameer; Papayannopoulou, Thalia; Pelizzola, Mattia; Plettner, Patrick; Propson, Nicholas E.; Raghuraman, Sriram; Raney, Brian J.; Raubitschek, Anthony; Reynolds, Alex P.; Richards, Hunter; Riehle, Kevin; Rinaudo, Paolo; Robinson, Joshua F.; Rockweiler, Nicole B.; Rosen, Evan; Rynes, Eric; Schein, Jacqueline; Sears, Renee; Sejnowski, Terrence; Shafer, Anthony; Shen, Li; Shoemaker, Robert; Sigaroudinia, Mahvash; Slukvin, Igor; Stehling-Sun, Sandra; Stewart, Ron; Subramanian, Sai Lakshmi; Suknuntha, Kran; Swanson, Scott; Tian, Shulan; Tilden, Hannah; Tsai, Linus; Urich, Mark; Vaughn, Ian; Vierstra, Jeff; Vong, Shinny; Wagner, Ulrich; Wang, Hao; Wang, Tao; Wang, Yunfei; Weiss, Arthur; Whitton, Holly; Wildberg, Andre; Witt, Heather; Won, Kyoung-Jae; Xie, Mingchao; Xing, Xiaoyun; Xu, Iris; Xuan, Zhenyu; Ye, Zhen; Yen, Chia-an; Yu, Pengzhi; Zhang, Xian; Zhang, Xiaolan; Zhao, Jianxin; Zhou, Yan; Zhu, Jiang; Zhu, Yun; Ziegler, Steven; Beaudet, Arthur E.; Boyer, Laurie A.; De Jager, Philip L.; Farnham, Peggy J.; Fisher, Susan J.; Haussler, David; Jones, Steven J. M.; Li, Wei; Marra, Marco A.; McManus, Michael T.; Sunyaev, Shamil; Thomson, James A.; Tlsty, Thea D.; Tsai, Li-Huei; Wang, Wei; Waterland, Robert A.; Zhang, Michael Q.; Chadwick, Lisa H.; Bernstein, Bradley E.; Costello, Joseph F.; Ecker, Joseph R.; Hirst, Martin; Meissner, Alexander; Milosavljevic, Aleksandar; Ren, Bing; Stamatoyannopoulos, John A.; Wang, Ting; Kellis, Manolis; Kundaje, Anshul; Meuleman, Wouter; Ernst, Jason; Bilenky, Misha; Yen, Angela; Heravi-Moussavi, Alireza; Kheradpour, Pouya; Zhang, Zhizhuo; Wang, Jianrong; Ziller, Michael J.; Amin, Viren; Whitaker, John W.; Schultz, Matthew D.; Ward, Lucas D.; Sarkar, Abhishek; Quon, Gerald; Sandstrom, Richard S.; Eaton, Matthew L.; Wu, Yi-Chieh; Pfenning, Andreas R.; Wang, Xinchen; Claussnitzer, Melina; Liu, Yaping; Coarfa, Cristian; Harris, R. Alan; Shoresh, Noam; Epstein, Charles B.; Gjoneska, Elizabeta; Leung, Danny; Xie, Wei; Hawkins, R. David; Lister, Ryan; Hong, Chibo; Gascard, Philippe; Mungall, Andrew J.; Moore, Richard; Chuah, Eric; Tam, Angela; Canfield, Theresa K.; Hansen, R. Scott; Kaul, Rajinder; Sabo, Peter J.; Bansal, Mukul S.; Carles, Annaick; Dixon, Jesse R.; Farh, Kai-How; Feizi, Soheil; Karlic, Rosa; Kim, Ah-Ram; Kulkarni, Ashwinikumar; Li, Daofeng; Lowdon, Rebecca; Elliott, GiNell; Mercer, Tim R.; Neph, Shane J.; Onuchic, Vitor; Polak, Paz; Rajagopal, Nisha; Ray, Pradipta; Sallari, Richard C.; Siebenthall, Kyle T.; Sinnott-Armstrong, Nicholas A.; Stevens, Michael; Thurman, Robert E.; Wu, Jie; Zhang, Bo; Zhou, Xin; Beaudet, Arthur E.; Boyer, Laurie A.; De Jager, Philip L.; Farnham, Peggy J.; Fisher, Susan J.; Haussler, David; Jones, Steven J. M.; Li, Wei; Marra, Marco A.; McManus, Michael T.; Sunyaev, Shamil; Thomson, James A.; Tlsty, Thea D.; Tsai, Li-Huei; Wang, Wei; Waterland, Robert A.; Zhang, Michael Q.; Chadwick, Lisa H.; Bernstein, Bradley E.; Costello, Joseph F.; Ecker, Joseph R.; Hirst, Martin; Meissner, Alexander; Milosavljevic, Aleksandar; Ren, Bing; Stamatoyannopoulos, John A.; Wang, Ting; Kellis, Manolisen_US
dc.identifier.orcidhttps://orcid.org/0000-0002-0964-0616
dc.identifier.orcidhttps://orcid.org/0000-0003-1202-4037
dc.identifier.orcidhttps://orcid.org/0000-0002-8017-809X
dc.identifier.orcidhttps://orcid.org/0000-0002-1716-0153
dc.identifier.orcidhttps://orcid.org/0000-0003-4165-7693
dc.identifier.orcidhttps://orcid.org/0000-0002-5451-3798
dc.identifier.orcidhttps://orcid.org/0000-0002-3447-9801
dc.identifier.orcidhttps://orcid.org/0000-0002-4636-9255
dc.identifier.orcidhttps://orcid.org/0000-0002-8305-9125
dc.identifier.orcidhttps://orcid.org/0000-0003-1262-0592
dc.identifier.orcidhttps://orcid.org/0000-0002-3255-4740
dc.identifier.orcidhttps://orcid.org/0000-0001-5951-9358
dc.identifier.orcidhttps://orcid.org/0000-0003-2450-736X
dc.identifier.orcidhttps://orcid.org/0000-0002-9747-4936
dc.identifier.orcidhttps://orcid.org/0000-0003-3491-4962
dc.identifier.orcidhttps://orcid.org/0000-0002-1196-5401
mit.licenseOPEN_ACCESS_POLICYen_US


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