Genetic and epigenetic fine mapping of causal autoimmune disease variants

被引:1282
作者
Farh, Kyle Kai-How [1 ,2 ]
Marson, Alexander [3 ,4 ]
Zhu, Jiang [1 ,5 ,6 ,7 ,8 ,9 ]
Kleinewietfeld, Markus [1 ,10 ,11 ]
Housley, William J. [10 ,11 ]
Beik, Samantha [1 ]
Shoresh, Noam [1 ]
Whitton, Holly [1 ]
Ryan, Russell J. H. [1 ,6 ,7 ]
Shishkin, Alexander A. [1 ,12 ]
Hatan, Meital [1 ]
Carrasco-Alfonso, Marlene J. [13 ,14 ]
Mayer, Dita [13 ,14 ]
Luckey, C. John [13 ,14 ]
Patsopoulos, Nikolaos A. [1 ,15 ,16 ,17 ]
De Jager, Philip L. [1 ,15 ,16 ,17 ]
Kuchroo, Vijay K. [18 ]
Epstein, Charles B. [1 ]
Daly, Mark J. [1 ,2 ]
Hafler, David A. [1 ,10 ,11 ]
Bernstein, Bradley E. [1 ,5 ,6 ,7 ,8 ,9 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] Massachusetts Gen Hosp, Analyt & Translat Genet Unit, Boston, MA 02114 USA
[3] Univ Calif San Francisco, Ctr Diabet, San Francisco, CA 94143 USA
[4] Univ Calif San Francisco, Div Infect Dis, Dept Med, San Francisco, CA 94143 USA
[5] Howard Hughes Med Inst, Chevy Chase, MD 20815 USA
[6] Massachusetts Gen Hosp, Dept Pathol, Boston, MA 02114 USA
[7] Harvard Univ, Sch Med, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Ctr Syst Biol, Boston, MA 02114 USA
[9] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
[10] Yale Univ, Sch Med, Dept Neurol, New Haven, CT 06511 USA
[11] Yale Univ, Sch Med, Dept Immunobiol, New Haven, CT 06511 USA
[12] CALTECH, Pasadena, CA 91125 USA
[13] Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[14] Harvard Univ, Sch Med, Boston, MA 02115 USA
[15] Brigham & Womens Hosp, Program Translat NeuroPsychiat Genom, Inst Neurosci, Dept Neurol, Boston, MA 02142 USA
[16] Harvard Univ, Sch Med, Boston, MA 02142 USA
[17] Harvard Univ, Div Genet, Dept Med, Brigham & Womens Hosp,Med Sch, Boston, MA 02142 USA
[18] Harvard Univ, Ctr Neurol Dis, Brigham & Womens Hosp, Sch Med, Boston, MA 02142 USA
关键词
GENOME-WIDE ASSOCIATION; REGULATORY T-CELLS; SUSCEPTIBILITY LOCI; TRANSCRIPTION FACTORS; ENHANCER LANDSCAPE; FOXP3; OCCUPANCY; READ ALIGNMENT; RISK LOCI; EXPRESSION; COMMON;
D O I
10.1038/nature13835
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Genome-wide association studies have identified loci underlying human diseases, but the causal nucleotide changes and mechanisms remain largely unknown. Here we developed a fine-mapping algorithm to identify candidate causal variants for 21 autoimmune diseases from genotyping data. We integrated these predictions with transcription and cis-regulatory element annotations, derived by mapping RNA and chromatin in primary immune cells, including resting and stimulated CD4(+) T-cell subsets, regulatory T cells, CD8(+) T cells, B cells, and monocytes. We find that similar to 90% of causal variants are non-coding, with similar to 60% mapping to immune-cell enhancers, many of which gain histone acetylation and transcribe enhancer-associated RNA upon immune stimulation. Causal variants tend to occur near binding sites for master regulators of immune differentiation and stimulus-dependent gene activation, but only 10-20% directly alter recognizable transcription factor binding motifs. Rather, mostnon-coding risk variants, including those that alter gene expression, affect non-canonical sequence determinants not well-explained by current gene regulatory models.
引用
收藏
页码:337 / 343
页数:7
相关论文
共 67 条
  • [1] Genetic Mapping in Human Disease
    Altshuler, David
    Daly, Mark J.
    Lander, Eric S.
    [J]. SCIENCE, 2008, 322 (5903) : 881 - 888
  • [2] An integrated map of genetic variation from 1,092 human genomes
    Altshuler, David M.
    Durbin, Richard M.
    Abecasis, Goncalo R.
    Bentley, David R.
    Chakravarti, Aravinda
    Clark, Andrew G.
    Donnelly, Peter
    Eichler, Evan E.
    Flicek, Paul
    Gabriel, Stacey B.
    Gibbs, Richard A.
    Green, Eric D.
    Hurles, Matthew E.
    Knoppers, Bartha M.
    Korbel, Jan O.
    Lander, Eric S.
    Lee, Charles
    Lehrach, Hans
    Mardis, Elaine R.
    Marth, Gabor T.
    McVean, Gil A.
    Nickerson, Deborah A.
    Schmidt, Jeanette P.
    Sherry, Stephen T.
    Wang, Jun
    Wilson, Richard K.
    Gibbs, Richard A.
    Dinh, Huyen
    Kovar, Christie
    Lee, Sandra
    Lewis, Lora
    Muzny, Donna
    Reid, Jeff
    Wang, Min
    Wang, Jun
    Fang, Xiaodong
    Guo, Xiaosen
    Jian, Min
    Jiang, Hui
    Jin, Xin
    Li, Guoqing
    Li, Jingxiang
    Li, Yingrui
    Li, Zhuo
    Liu, Xiao
    Lu, Yao
    Ma, Xuedi
    Su, Zhe
    Tai, Shuaishuai
    Tang, Meifang
    [J]. NATURE, 2012, 491 (7422) : 56 - 65
  • [3] Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47
    Anderson, Carl A.
    Boucher, Gabrielle
    Lees, Charlie W.
    Franke, Andre
    D'Amato, Mauro
    Taylor, Kent D.
    Lee, James C.
    Goyette, Philippe
    Imielinski, Marcin
    Latiano, Anna
    Lagace, Caroline
    Scott, Regan
    Amininejad, Leila
    Bumpstead, Suzannah
    Baidoo, Leonard
    Baldassano, Robert N.
    Barclay, Murray
    Bayless, Theodore M.
    Brand, Stephan
    Buening, Carsten
    Colombel, Jean-Frederic
    Denson, Lee A.
    De Vos, Martine
    Dubinsky, Marla
    Edwards, Cathryn
    Ellinghaus, David
    Fehrmann, Rudolf S. N.
    Floyd, James A. B.
    Florin, Timothy
    Franchimont, Denis
    Franke, Lude
    Georges, Michel
    Glas, Juergen
    Glazer, Nicole L.
    Guthery, Stephen L.
    Haritunians, Talin
    Hayward, Nicholas K.
    Hugot, Jean-Pierre
    Jobin, Gilles
    Laukens, Debby
    Lawrance, Ian
    Lemann, Marc
    Levine, Arie
    Libioulle, Cecile
    Louis, Edouard
    McGovern, Dermot P.
    Milla, Monica
    Montgomery, Grant W.
    Morley, Katherine I.
    Mowat, Craig
    [J]. NATURE GENETICS, 2011, 43 (03) : 246 - U94
  • [4] TESTS FOR LINEAR TRENDS IN PROPORTIONS AND FREQUENCIES
    ARMITAGE, P
    [J]. BIOMETRICS, 1955, 11 (03) : 375 - 386
  • [5] Genome-wide association defines more than 30 distinct susceptibility loci for Crohn's disease
    Barrett, Jeffrey C.
    Hansoul, Sarah
    Nicolae, Dan L.
    Cho, Judy H.
    Duerr, Richard H.
    Rioux, John D.
    Brant, Steven R.
    Silverberg, Mark S.
    Taylor, Kent D.
    Barmada, M. Michael
    Bitton, Alain
    Dassopoulos, Themistocles
    Datta, Lisa Wu
    Green, Todd
    Griffiths, Anne M.
    Kistner, Emily O.
    Murtha, Michael T.
    Regueiro, Miguel D.
    Rotter, Jerome I.
    Schumm, L. Philip
    Steinhart, A. Hillary
    Targan, Stephan R.
    Xavier, Ramnik J.
    Libioulle, Cecile
    Sandor, Cynthia
    Lathrop, Mark
    Belaiche, Jacques
    Dewit, Olivier
    Gut, Ivo
    Heath, Simon
    Laukens, Debby
    Mni, Myriam
    Rutgeerts, Paul
    Van Gossum, Andre
    Zelenika, Diana
    Franchimont, Denis
    Hugot, Jean-Pierre
    de Vos, Martine
    Vermeire, Severine
    Louis, Edouard
    Cardon, Lon R.
    Anderson, Carl A.
    Drummond, Hazel
    Nimmo, Elaine
    Ahmad, Tariq
    Prescott, Natalie J.
    Onnie, Clive M.
    Fisher, Sheila A.
    Marchini, Jonathan
    Ghori, Jilur
    [J]. NATURE GENETICS, 2008, 40 (08) : 955 - 962
  • [6] Genome-wide association study of ulcerative colitis identifies three new susceptibility loci, including the HNF4A region
    Barrett, Jeffrey C.
    Lee, James C.
    Lees, Charles W.
    Prescott, Natalie J.
    Anderson, Carl A.
    Phillips, Anne
    Wesley, Emma
    Parnell, Kirstie
    Zhang, Hu
    Drummond, Hazel
    Nimmo, Elaine R.
    Massey, Dunecan
    Blaszczyk, Kasia
    Elliott, Timothy
    Cotterill, Lynn
    Dallal, Helen
    Lobo, Alan J.
    Mowat, Craig
    Sanderson, Jeremy D.
    Jewell, Derek P.
    Newman, William G.
    Edwards, Cathryn
    Ahmad, Tariq
    Mansfield, John C.
    Satsangi, Jack
    Parkes, Miles
    Mathew, Christopher G.
    Donnelly, Peter
    Peltonen, Leena
    Blackwell, Jenefer M.
    Bramon, Elvira
    Brown, Matthew A.
    Casas, Juan P.
    Corvin, Aiden
    Craddock, Nicholas
    Deloukas, Panos
    Duncanson, Audrey
    Jankowski, Janusz
    Markus, Hugh S.
    McCarthy, Mark I.
    Palmer, Colin N. A.
    Plomin, Robert
    Rautanen, Anna
    Sawcer, Stephen J.
    Samani, Nilesh
    Trembath, Richard C.
    Viswanathan, Ananth C.
    Wood, Nicholas
    Spencer, Chris C. A.
    Bellenguez, Celine
    [J]. NATURE GENETICS, 2009, 41 (12) : 1330 - U99
  • [7] Analysis of immune-related loci identifies 48 new susceptibility variants for multiple sclerosis
    Beecham, Ashley H.
    Patsopoulos, Nikolaos A.
    Xifara, Dionysia K.
    Davis, Mary F.
    Kemppinen, Anu
    Cotsapas, Chris
    Shah, Tejas S.
    Spencer, Chris
    Booth, David
    Goris, An
    Oturai, Annette
    Saarela, Janna
    Fontaine, Bertrand
    Hemmer, Bernhard
    Martin, Claes
    Zipp, Frauke
    D'Alfonso, Sandra
    Martinelli-Boneschi, Filippo
    Taylor, Bruce
    Harbo, Hanne F.
    Kockum, Ingrid
    Hillert, Jan
    Olsson, Tomas
    Ban, Maria
    Oksenberg, Jorge R.
    Hintzen, Rogier
    Barcellos, Lisa F.
    Agliardi, Cristina
    Alfredsson, Lars
    Alizadeh, Mehdi
    Anderson, Carl
    Andrews, Robert
    Sondergaard, Helle Bach
    Baker, Amie
    Band, Gavin
    Baranzini, Sergio E.
    Barizzone, Nadia
    Barrett, Jeffrey
    Bellenguez, Celine
    Bergamaschi, Laura
    Bernardinelli, Luisa
    Berthele, Achim
    Biberacher, Viola
    Binder, Thomas M. C.
    Blackburn, Hannah
    Bomfim, Izaura L.
    Brambilla, Paola
    Broadley, Simon
    Brochet, Bruno
    Brundin, Lou
    [J]. NATURE GENETICS, 2013, 45 (11) : 1353 - +
  • [8] EZH2 Is Required for Germinal Center Formation and Somatic EZH2 Mutations Promote Lymphoid Transformation
    Beguelin, Wendy
    Popovic, Relja
    Teater, Matt
    Jiang, Yanwen
    Bunting, Karen L.
    Rosen, Monica
    Shen, Hao
    Yang, Shao Ning
    Wang, Ling
    Ezponda, Teresa
    Martinez-Garcia, Eva
    Zhang, Haikuo
    Zheng, Yupeng
    Verma, Sharad K.
    McCabe, Michael T.
    Ott, Heidi M.
    Van Aller, Glenn S.
    Kruger, Ryan G.
    Liu, Yan
    McHugh, Charles F.
    Scott, David W.
    Chung, Young Rock
    Kelleher, Neil
    Shaknovich, Rita
    Creasy, Caretha L.
    Gascoyne, Randy D.
    Wong, Kwok-Kin
    Cerchietti, Leandro
    Levine, Ross L.
    Abdel-Wahab, Omar
    Licht, Jonathan D.
    Elemento, Olivier
    Melnick, Ari M.
    [J]. CANCER CELL, 2013, 23 (05) : 677 - 692
  • [9] The NIH Roadmap Epigenomics Mapping Consortium
    Bernstein, Bradley E.
    Stamatoyannopoulos, John A.
    Costello, Joseph F.
    Ren, Bing
    Milosavljevic, Aleksandar
    Meissner, Alexander
    Kellis, Manolis
    Marra, Marco A.
    Beaudet, Arthur L.
    Ecker, Joseph R.
    Farnham, Peggy J.
    Hirst, Martin
    Lander, Eric S.
    Mikkelsen, Tarjei S.
    Thomson, James A.
    [J]. NATURE BIOTECHNOLOGY, 2010, 28 (10) : 1045 - 1048
  • [10] High-Resolution Transcriptome of Human Macrophages
    Beyer, Marc
    Mallmann, Michael R.
    Xue, Jia
    Staratschek-Jox, Andrea
    Vorholt, Daniela
    Krebs, Wolfgang
    Sommer, Daniel
    Sander, Jil
    Mertens, Christina
    Nino-Castro, Andrea
    Schmidt, Susanne V.
    Schultze, Joachim L.
    [J]. PLOS ONE, 2012, 7 (09):