ATAC-seq reveals alterations in open chromatin in pancreatic islets from subjects with type 2 diabetes

被引:48
作者
Bysani, Madhusudhan [1 ]
Agren, Rasmus [2 ]
Davegardh, Cajsa [1 ]
Volkov, Petr [1 ]
Ronn, Tina [1 ]
Unneberg, Per [3 ]
Bacos, Karl [1 ]
Ling, Charlotte [1 ]
机构
[1] Lund Univ, Scania Univ Hosp, Diabet Ctr, Dept Clin Sci,Epigenet & Diabet Unit, Malmo, Sweden
[2] Chalmers Univ Technol, Sci Life Lab, Natl Bioinformat Infrastruct Sweden, Dept Biol & Biol Engn, Gothenburg, Sweden
[3] Uppsala Univ, Sci Life Lab, Natl Bioinformat Infrastruct Sweden, Dept Cell & Mol Biol, Uppsala, Sweden
基金
欧洲研究理事会; 瑞典研究理事会;
关键词
BETA-CELLS; INSULIN-SECRETION; DNA METHYLATION; HISTONE MODIFICATIONS; DECREASED EXPRESSION; GENE-EXPRESSION; ENHANCERS; GLUCOSE; IDENTIFICATION; ASSOCIATE;
D O I
10.1038/s41598-019-44076-8
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
Impaired insulin secretion from pancreatic islets is a hallmark of type 2 diabetes (T2D). Altered chromatin structure may contribute to the disease. We therefore studied the impact of T2D on open chromatin in human pancreatic islets. We used assay for transposase-accessible chromatin using sequencing (ATAC-seq) to profile open chromatin in islets from T2D and non-diabetic donors. We identified 57,105 and 53,284 ATAC-seq peaks representing open chromatin regions in islets of nondiabetic and diabetic donors, respectively. The majority of ATAC-seq peaks mapped near transcription start sites. Additionally, peaks were enriched in enhancer regions and in regions where islet-specific transcription factors (TFs), e.g. FOXA2, MAFB, NKX2.2, NKX6.1 and PDX1, bind. Islet ATAC-seq peaks overlap with 13 SNPs associated with T2D (e.g. rs7903146, rs2237897, rs757209, rs11708067 and rs878521 near TCF7L2, KCNQ1, HNF1B, ADCY5 and GCK, respectively) and with additional 67 SNPs in LD with known T2D SNPs (e.g. SNPs annotated to GIPR, KCNJ11, GLIS3, IGF2BP2, FTO and PPARG). There was enrichment of open chromatin regions near highly expressed genes in human islets. Moreover, 1,078 open chromatin peaks, annotated to 898 genes, differed in prevalence between diabetic and non-diabetic islet donors. Some of these peaks are annotated to candidate genes for T2D and islet dysfunction (e.g. HHEX, HMGA2, GLIS3, MTNR1B and PARK2) and some overlap with SNPs associated with T2D (e.g. rs3821943 near WFS1 and rs508419 near ANK1). Enhancer regions and motifs specific to key TFs including BACH2, FOXO1, FOXA2, NEUROD1, MAFA and PDX1 were enriched in differential islet ATAC-seq peaks of T2D versus non-diabetic donors. Our study provides new understanding into how T2D alters the chromatin landscape, and thereby accessibility for TFs and gene expression, in human pancreatic islets.
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页数:12
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共 58 条
[41]   Hypertension promotes islet morphological changes with vascular injury on pre-diabetic status in SHRsp rats [J].
Satoh, Minoru ;
Nagasu, Hajime ;
Haruna, Yoshisuke ;
Ihoriya, Chieko ;
Kadoya, Hiroyuki ;
Sasaki, Tamaki ;
Kashihara, Naoki .
CLINICAL AND EXPERIMENTAL HYPERTENSION, 2014, 36 (03) :159-164
[42]   The genetic regulatory signature of type 2 diabetes in human skeletal muscle [J].
Scott, Laura J. ;
Erdos, Michael R. ;
Huyghe, Jeroen R. ;
Welch, Ryan P. ;
Beck, Andrew T. ;
Wolford, Brooke N. ;
Chines, Peter S. ;
Didion, John P. ;
Narisu, Narisu ;
Stringham, Heather M. ;
Taylor, D. Leland ;
Jackson, Anne U. ;
Vadlamudi, Swarooparani ;
Bonnycastle, Lori L. ;
Kinnunen, Leena ;
Saramies, Jouko ;
Sundvall, Jouko ;
Albanus, Ricardo D'Oliveira ;
Kiseleva, Anna ;
Hensley, John ;
Crawford, Gregory E. ;
Jiang, Hui ;
Wen, Xiaoquan ;
Watanabe, Richard M. ;
Lakka, Timo A. ;
Mohlke, Karen L. ;
Laakso, Markku ;
Tuomilehto, Jaakko ;
Koistinen, Heikki A. ;
Boehnke, Michael ;
Collins, Francis S. ;
Parker, Stephen C. J. .
NATURE COMMUNICATIONS, 2016, 7
[43]   An Expanded Genome-Wide Association Study of Type 2 Diabetes in Europeans [J].
Scott, Robert A. ;
Scott, Laura J. ;
Maegi, Reedik ;
Marullo, Letizia ;
Gaulton, Kyle J. ;
Kaakinen, Marika ;
Pervjakova, Natalia ;
Pers, Tune H. ;
Johnson, Andrew D. ;
Eicher, John D. ;
Jackson, Anne U. ;
Ferreira, Teresa ;
Lee, Yeji ;
Ma, Clement ;
Steinthorsdottir, Valgerdur ;
Thorleifsson, Gudmar ;
Qi, Lu ;
Van Zuydam, Natalie R. ;
Mahajan, Anubha ;
Chen, Han ;
Almgren, Peter ;
Voight, Ben F. ;
Grallert, Harald ;
Mueller-Nurasyid, Martina ;
Ried, Janina S. ;
Rayner, Nigel W. ;
Robertson, Neil ;
Karssen, Lennart C. ;
Van Leeuwen, Elisabeth M. ;
Willems, Sara M. ;
Fuchsberger, Christian ;
Kwan, Phoenix ;
Teslovich, Tanya M. ;
Chanda, Pritam ;
Li, Man ;
Lu, Yingchang ;
Dina, Christian ;
Thuillier, Dorothee ;
Yengo, Loic ;
Jiang, Longda ;
Sparso, Thomas ;
Kestler, Hans A. ;
Chheda, Himanshu ;
Eisele, Lewin ;
Gustafsson, Stefan ;
Franberg, Mattias ;
Strawbridge, Rona J. ;
Benediktsson, Rafn ;
Hreidarsson, Astradur B. ;
Kong, Augustine .
DIABETES, 2017, 66 (11) :2888-2902
[44]   Inhibition of ZEB1 expression induces redifferentiation of adult human β cells expanded in vitro [J].
Sintov, Elad ;
Nathan, Gili ;
Knoller, Sarah ;
Pasmanik-Chor, Metsada ;
Russ, Holger A. ;
Efrat, Shimon .
SCIENTIFIC REPORTS, 2015, 5
[45]   Diabetes Susceptibility Genes Pdx1 and Clec16a Function in a Pathway Regulating Mitophagy in β-Cells [J].
Soleimanpour, Scott A. ;
Ferrari, Alana M. ;
Raum, Jeffrey C. ;
Groff, David N. ;
Yang, Juxiang ;
Kaufman, Brett A. ;
Stoffers, Doris A. .
DIABETES, 2015, 64 (10) :3475-3484
[46]   Global Epigenomic Analysis of Primary Human Pancreatic Islets Provides Insights into Type 2 Diabetes Susceptibility Loci [J].
Stitzel, Michael L. ;
Sethupathy, Praveen ;
Pearson, Daniel S. ;
Chines, Peter S. ;
Song, Lingyun ;
Erdos, Michael R. ;
Welch, Ryan ;
Parker, Stephen C. J. ;
Boyle, Alan P. ;
Scott, Laura J. ;
Margulies, Elliott H. ;
Boehnke, Michael ;
Furey, Terrence S. ;
Crawford, Gregory E. ;
Collins, Francis S. .
CELL METABOLISM, 2010, 12 (05) :443-455
[47]   Systematic Functional Characterization of Candidate Causal Genes for Type 2 Diabetes Risk Variants [J].
Thomsen, Soren K. ;
Ceroni, Alessandro ;
van de Bunt, Martijn ;
Burrows, Carla ;
Barrett, Amy ;
Scharfmann, Raphael ;
Ebner, Daniel ;
McCarthy, Mark I. ;
Gloyn, Anna L. .
DIABETES, 2016, 65 (12) :3805-3811
[48]   The accessible chromatin landscape of the human genome [J].
Thurman, Robert E. ;
Rynes, Eric ;
Humbert, Richard ;
Vierstra, Jeff ;
Maurano, Matthew T. ;
Haugen, Eric ;
Sheffield, Nathan C. ;
Stergachis, Andrew B. ;
Wang, Hao ;
Vernot, Benjamin ;
Garg, Kavita ;
John, Sam ;
Sandstrom, Richard ;
Bates, Daniel ;
Boatman, Lisa ;
Canfield, Theresa K. ;
Diegel, Morgan ;
Dunn, Douglas ;
Ebersol, Abigail K. ;
Frum, Tristan ;
Giste, Erika ;
Johnson, Audra K. ;
Johnson, Ericka M. ;
Kutyavin, Tanya ;
Lajoie, Bryan ;
Lee, Bum-Kyu ;
Lee, Kristen ;
London, Darin ;
Lotakis, Dimitra ;
Neph, Shane ;
Neri, Fidencio ;
Nguyen, Eric D. ;
Qu, Hongzhu ;
Reynolds, Alex P. ;
Roach, Vaughn ;
Safi, Alexias ;
Sanchez, Minerva E. ;
Sanyal, Amartya ;
Shafer, Anthony ;
Simon, Jeremy M. ;
Song, Lingyun ;
Vong, Shinny ;
Weaver, Molly ;
Yan, Yongqi ;
Zhang, Zhancheng ;
Zhang, Zhuzhu ;
Lenhard, Boris ;
Tewari, Muneesh ;
Dorschner, Michael O. ;
Hansen, R. Scott .
NATURE, 2012, 489 (7414) :75-82
[49]   Integration of human pancreatic islet genomic data refines regulatory mechanisms at Type 2 Diabetes susceptibility loci [J].
Thurner, Matthias ;
van de Bunt, Martijn ;
Torres, Jason M. ;
Mahajan, Anubha ;
Nylander, Vibe ;
Bennett, Amanda J. ;
Gaulton, Kyle J. ;
Barrett, Amy ;
Burrows, Carla ;
Bell, Christopher G. ;
Lowe, Robert ;
Beck, Stephan ;
Rakyan, Vardhman K. ;
Gloyn, Anna L. ;
McCarthy, Mark I. .
ELIFE, 2018, 7
[50]   Increased Melatonin Signaling Is a Risk Factor for Type 2 Diabetes [J].
Tuomi, Tiinamaija ;
Nagorny, Cecilia L. F. ;
Singh, Pratibha ;
Bennet, Hedvig ;
Yu, Qian ;
Alenkvist, Ida ;
Isomaa, Bo ;
Ostman, Bjarne ;
Soderstrom, Johan ;
Pesonen, Anu-Katriina ;
Martikainen, Silja ;
Raikkonen, Katri ;
Forsen, Tom ;
Hakaste, Liisa ;
Almgren, Peter ;
Storm, Petter ;
Asplund, Olof ;
Shcherbina, Liliya ;
Fex, Malin ;
Fadista, Joao ;
Tengholm, Anders ;
Wierup, Nils ;
Groop, Leif ;
Mulder, Hindrik .
CELL METABOLISM, 2016, 23 (06) :1067-1077