Genetic and epigenetic fine mapping of causal autoimmune disease variants

被引:1316
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
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