Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells

被引:470
作者
Chen, Lu [1 ,2 ]
Ge, Bing [3 ]
Casale, Francesco Paolo [4 ]
Vasquez, Louella [1 ]
Kwan, Tony [3 ]
Garrido-Martin, Diego [5 ,6 ]
Watt, Stephen [1 ]
Yan, Ying [1 ]
Kundu, Kousik [1 ,2 ]
Ecker, Simone [7 ,8 ]
Datta, Avik [9 ]
Richardson, David [9 ]
Burden, Frances [2 ,18 ]
Mead, Daniel [1 ]
Mann, Alice L. [1 ]
Maria Fernandez, Jose [7 ]
Rowlston, Sophia [2 ,18 ]
Wilder, Steven P. [10 ]
Farrow, Samantha [2 ,18 ]
Shao, Xiaojian [3 ]
Lambourne, John J. [2 ,3 ,18 ]
Redensek, Adriana [3 ]
Albers, Cornelis A. [13 ,16 ]
Amstislavskiy, Vyacheslav [14 ]
Ashford, Sofie [2 ,18 ]
Berentsen, Kim [15 ]
Bomba, Lorenzo [1 ]
Bourque, Guillaume [3 ]
Bujold, David [3 ]
Busche, Stephan [3 ]
Caron, Maxime [3 ]
Chen, Shu-Huang [3 ]
Cheung, Warren [3 ]
Delaneau, Oliver [12 ]
Dermitzakis, Emmanouil T. [12 ]
Elding, Heather [1 ]
Colgiu, Irina [17 ]
Bagger, Frederik O. [2 ,4 ,18 ]
Flicek, Paul [9 ]
Habibi, Ehsan [15 ]
Iotchkova, Valentina [1 ,11 ]
Janssen-Megens, Eva [15 ]
Kim, Bowon [15 ]
Lehrach, Hans [14 ]
Lowy, Ernesto [9 ]
Mandoli, Amit [15 ]
Matarese, Filomena [15 ]
Maurano, Matthew T. [19 ]
Morris, John A. [3 ]
Pancaldi, Vera [7 ]
机构
[1] Wellcome Trust Sanger Inst, Dept Human Genet, Wellcome Trust Genome Campus, Cambridge CB10 1HH, England
[2] Univ Cambridge, Dept Haematol, Cambridge Biomed Campus,Long Rd, Cambridge CB2 0PT, England
[3] McGill Univ, Human Genet, 740 Dr Penfield, Montreal, PQ H3A 0G1, Canada
[4] European Bioinformat Inst, European Mol Biol Lab, Wellcome Genome Campus, Cambridge CB10 1SD, England
[5] Barcelona Inst Sci & Technol, CRG, Bioinformat & Genom, Carrer Dr Aiguader 88, Barcelona 8003, Spain
[6] Univ Pompeu Fabra, Dept Expt & Hlth Sci, Placa de la Merce 10-12, Barcelona 8002, Spain
[7] Spanish Natl Canc Res Ctr CNIO, Struct Biol & Biocomp Programme, Melchor Fernandez Almagro 3, Madrid 28029, Spain
[8] UCL, Inst Canc, 72 Huntley St, London WC1E 6BT, England
[9] European Bioinformat Inst, European Mol Biol Lab, Vertebrate Genom, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
[10] European Bioinformat Inst, European Mol Biol Lab, Genome Anal, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
[11] European Bioinformat Inst, European Mol Biol Lab, Wellcome Trust Genome Campus, Cambridge CB10 1SD, England
[12] Univ Geneva, Med Sch CMU, Genet Med & Dev, 1 Rue Michel Servet, CH-1211 Geneva, Switzerland
[13] Radboud Univ Nijmegen, Med Ctr, Donders Inst Brain Cognit & Behav, Human Genet, POB 9101, NL-6500 HB Nijmegen, Netherlands
[14] Max Planck Inst Mol Genet, Dept Vertebrate Genom, Ihnestr 63-73, D-14195 Berlin, Germany
[15] Radboud Univ Nijmegen, Fac Sci, Dept Mol Biol, NL-6525 GA Nijmegen, Netherlands
[16] Radboud Univ Nijmegen, Radboud Inst Life Sci, Mol Dev Biol, POB 9101, NL-6500 HB Nijmegen, Netherlands
[17] Wellcome Trust Sanger Inst, Human Genet Informat, Wellcome Trust Genome Campus, Cambridge CB10 1HH, England
[18] Natl Hlth Serv NHS Blood & Transplant, Cambridge Biomed Campus,Long Rd, Cambridge CB2 0PT, England
[19] NYU, Inst Syst Genet, Langone Med Ctr, ACLS West, Room 511,430 East 29th St, New York, NY 10016 USA
[20] Sanquin Res & Landsteiner Lab, Blood Cell Res, Plesmanlaan 125, NL-1066 CX Amsterdam, Netherlands
[21] Genom England, Bioinformat, Charterhouse Sq, London EC1M 6BQ, England
[22] Addenbrookes Hosp, British Heart Fdn Ctr Excellence, Div Cardiovasc Med, Hills Rd, Cambridge CB2 0QQ, England
[23] Inst Hosp Mar Invest Med IMIM, Computat Genom, Carrer Dr Aiguader 88, Barcelona 8003, Spain
[24] Newcastle Univ, Inst Cellular Med, Framlington Pl, Newcastle Upon Tyne NE2 4HH, Tyne & Wear, England
[25] Univ Cambridge, Strangeways Res Lab, Natl Inst Hlth Res Blood & Transplant Unit NIHR B, Worts Causeway, Cambridge CB1 8RN, England
[26] Univ Amsterdam, Acad Med Ctr, Emma Childrens Hosp, Locat H7-230,Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[27] Univ Cambridge, Dept Publ Hlth & Primary Care, Strangeways Res Lab, Cardiovasc Epidemiol Unit, Worts Causeway, Cambridge CB1 8RN, England
基金
英国惠康基金; 英国医学研究理事会; 加拿大健康研究院;
关键词
WHOLE-GENOME ASSOCIATION; TEC FAMILY KINASES; DNA METHYLATION; SUSCEPTIBILITY LOCI; EXPRESSION; DISEASE; ARCHITECTURE; DISCOVERY; VARIANTS; SEQ;
D O I
10.1016/j.cell.2016.10.026
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
Characterizing the multifaceted contribution of genetic and epigenetic factors to disease phenotypes is a major challenge in human genetics and medicine. We carried out high-resolution genetic, epigenetic, and transcriptomic profiling in three major human immune cell types (CD14(+) monocytes, CD16(+) neutrophils, and naive CD4(+) T cells) from up to 197 individuals. We assess, quantitatively, the relative contribution of cis-genetic and epigenetic factors to transcription and evaluate their impact as potential sources of confounding in epigenome-wide association studies. Further, we characterize highly coordinated genetic effects on gene expression, methylation, and histone variation through quantitative trait locus (QTL) mapping and allele-specific (AS) analyses. Finally, we demonstrate colocalization of molecular trait QTLs at 345 unique immune disease loci. This expansive, high-resolution atlas of multi-omics changes yields insights into cell-type-specific correlation between diverse genomic inputs, more generalizable correlations between these inputs, and defines molecular events that may underpin complex disease risk.
引用
收藏
页码:1398 / +
页数:41
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