Pancreatic islet chromatin accessibility and conformation reveals distal enhancer networks of type 2 diabetes risk

被引:69
|
作者
Greenwald, William W. [1 ]
Chiou, Joshua [2 ]
Yan, Jian [3 ,4 ]
Qiu, Yunjiang [1 ,3 ]
Dai, Ning [5 ]
Wang, Allen [6 ,7 ]
Nariai, Naoki [6 ]
Aylward, Anthony [1 ]
Han, Jee Yun [7 ]
Kadakia, Nikita [6 ]
Regue, Laura [5 ]
Okino, Mei-Lin [6 ]
Drees, Frauke [6 ]
Kramer, Dana [8 ]
Vinckier, Nicholas [6 ]
Minichiello, Liliana [8 ,9 ]
Gorkin, David [7 ]
Avruch, Joseph [5 ]
Frazer, Kelly A. [6 ]
Sander, Maike [6 ,10 ]
Ren, Bing [3 ,7 ,10 ]
Gaulton, Kyle J. [6 ]
机构
[1] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, 9500 Gilman Dr, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Biomed Sci Grad Program, 9500 Gilman Dr, La Jolla, CA 92093 USA
[3] Ludwig Inst Canc Res, 9500 Gilman Dr, La Jolla, CA 92093 USA
[4] Karolinska Inst, Div Funct Genom & Syst Biol, Dept Med Biochem & Biophys, SE-17177 Stockholm, Sweden
[5] Harvard Univ, Dept Mol & Cellular Biol, 52 Oxford St, Cambridge, MA 02138 USA
[6] Univ Calif San Diego, Dept Pediat, 9500 Gilman Dr, La Jolla, CA 92093 USA
[7] Univ Calif San Diego, Ctr Epigen, 9500 Gilman Dr, La Jolla, CA 92093 USA
[8] European Mol Biol Lab, Mouse Biol Unit, Via Ramarini 32, I-00015 Monterotondo, Italy
[9] Univ Oxford, Dept Pharmacol, Oxford OX1 3QT, England
[10] Univ Calif San Diego, Dept Cellular & Mol Med, 9500 Gilman Dr, La Jolla, CA 92093 USA
关键词
GENOME-WIDE ASSOCIATION; GENE-EXPRESSION; READ ALIGNMENT; ANNOTATION; DISCOVERY; CELL; SEQ; PROVIDES; ELEMENTS; SUITE;
D O I
10.1038/s41467-019-09975-4
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
Genetic variants affecting pancreatic islet enhancers are central to T2D risk, but the gene targets of islet enhancer activity are largely unknown. We generate a high-resolution map of islet chromatin loops using Hi-C assays in three islet samples and use loops to annotate target genes of islet enhancers defined using ATAC-seq and published ChIP-seq data. We identify candidate target genes for thousands of islet enhancers, and find that enhancer looping is correlated with islet-specific gene expression. We fine-map T2D risk variants affecting islet enhancers, and find that candidate target genes of these variants defined using chromatin looping and eQTL mapping are enriched in protein transport and secretion pathways. At IGF2BP2, a fine-mapped T2D variant reduces islet enhancer activity and IGF2BP2 expression, and conditional inactivation of IGF2BP2 in mouse islets impairs glucose-stimulated insulin secretion. Our findings provide a resource for studying islet enhancer function and identifying genes involved in T2D risk.
引用
收藏
页数:12
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