Analysis of chromatin organization and gene expression in T cells identifies functional genes for rheumatoid arthritis

被引:42
作者
Yang, Jing [1 ]
McGovern, Amanda [2 ]
Martin, Paul [2 ,3 ]
Duffus, Kate [2 ]
Ge, Xiangyu [2 ]
Zarrineh, Peyman [1 ]
Morris, Andrew P. [2 ]
Adamson, Antony [4 ]
Fraser, Peter [5 ]
Rattray, Magnus [1 ]
Eyre, Stephen [2 ,6 ]
机构
[1] Univ Manchester, Fac Biol Med & Hlth, Div Informat Imaging & Data Sci, Manchester M13 9PT, Lancs, England
[2] Univ Manchester, Ctr Genet & Genom Versus Arthrit, Ctr Musculoskeletal Res, Manchester Acad Hlth Sci Ctr, Manchester M13 9PT, Lancs, England
[3] Univ Manchester, Fac Biol Med & Hlth, Lydia Becker Inst Immunol & Inflammat, Manchester M13 9PT, Lancs, England
[4] Univ Manchester, Fac Biol Med & Hlth, Genome Editing Unit, Manchester M13 9PT, Lancs, England
[5] Florida State Univ, Dept Biol Sci, Tallahassee, FL 32306 USA
[6] Manchester Univ NHS Fdn Trust, NIHR Manchester Biomed Res Ctr, Manchester, Lancs, England
基金
英国医学研究理事会;
关键词
FIBROBLAST-LIKE SYNOVIOCYTES; LONG-RANGE INTERACTIONS; HI-C; TRANSCRIPTION FACTORS; SUSCEPTIBILITY LOCI; READ ALIGNMENT; ENHANCERS; REVEALS; CAPTURE; GENOME;
D O I
10.1038/s41467-020-18180-7
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 genetic variation contributing to complex disease risk. However, assigning causal genes and mechanisms has been more challenging because disease-associated variants are often found in distal regulatory regions with cell-type specific behaviours. Here, we collect ATAC-seq, Hi-C, Capture Hi-C and nuclear RNA-seq data in stimulated CD4+ T cells over 24 h, to identify functional enhancers regulating gene expression. We characterise changes in DNA interaction and activity dynamics that correlate with changes in gene expression, and find that the strongest correlations are observed within 200 kb of promoters. Using rheumatoid arthritis as an example of T cell mediated disease, we demonstrate interactions of expression quantitative trait loci with target genes, and confirm assigned genes or show complex interactions for 20% of disease associated loci, including FOXO1, which we confirm using CRISPR/Cas9.
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页数:13
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