Lorenzo Piemonti, Goutham Atla, Torben Hansen, Claire Morgan, Inês Cebola, Jorge Ferrer, Inga Prokopenko, Irene Farabella, Irene Miguel-Escalada, Marc A. Marti-Renom, Lorenzo Pasquali, Emil V. R. Appel, Niels Grarup, Javier García-Hurtado, Leif Groop, Josep M. Mercader, Eelco J.P. de Koning, Mireia Ramos-Rodríguez, Anette P. Gjesing, Delphine M.Y. Rolando, Allan Linneberg, Sílvia Bonàs-Guarch, François Pattou, Philippe Ravassard, Daniel R. Witte, Biola M. Javierre, Julie Kerr-Conte, Joan Ponsa-Cobas, David Torrents, Anthony Beucher, Peter Fraser, Thierry Berney, Iryna O. Fedko, Ole Birger Pedersen, Julen Mendieta-Esteban, Ignasi Moran, Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), Université de Strasbourg (UNISTRA)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), Research Centre For Prevention and Health, Department 84/85, Copenhagen University Hospital Glostrup, Steno Diabetes Center, University of Copenhagen = Københavns Universitet (KU), Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR), Faculty of Health and Medical Sciences, University of Copenhagen = Københavns Universitet (KU)-University of Copenhagen = Københavns Universitet (KU), Steno Diabetes Center and Hagedorn Research Institute, Institut du Cerveau et de la Moëlle Epinière = Brain and Spine Institute (ICM), Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS), Barcelona Supercomputing Center - Centro Nacional de Supercomputacion (BSC - CNS), IRCCS Ospedale San Raffaele [Milan, Italy], Centre médical universitaire de Genève (CMU), Therapie Cellulaire du Diabete, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille, Droit et Santé, Department of Clinical Sciences, Diabetes and Endocrinology Unit, Lund University [Lund], Gene Regulation, Stem Cells and Cancer Program, CNAG-CRG, Centre for Genomic Regulation (CRG), Barcelona Institute of Science and Technology (BIST), Barcelona, Spain, The Babraham Institute, The Babraham Institute, Cambridge, APH - Mental Health, APH - Health Behaviors & Chronic Diseases, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, Biological Psychology, Wellcome Trust, Imperial College Healthcare NHS Trust- BRC Funding, Medical Research Council (MRC), Miguel-Escalada, Irene, Bonàs-Guarch, Silvia, Cebola, Inê, Ponsa-Cobas, Joan, Mendieta-Esteban, Julen, Atla, Goutham, Javierre, Biola M, Rolando, Delphine M Y, Farabella, Irene, Morgan, Claire C, García-Hurtado, Javier, Beucher, Anthony, Morán, Ignasi, Pasquali, Lorenzo, Ramos-Rodríguez, Mireia, Appel, Emil V R, Linneberg, Allan, Gjesing, Anette P, Witte, Daniel R, Pedersen, Oluf, Grarup, Niel, Ravassard, Philippe, Torrents, David, Mercader, Josep M, Piemonti, Lorenzo, Berney, Thierry, de Koning, Eelco J P, Kerr-Conte, Julie, Pattou, Françoi, Fedko, Iryna O, Groop, Leif, Prokopenko, Inga, Hansen, Torben, Marti-Renom, Marc A, Fraser, Peter, Ferrer, Jorge, and Hubrecht Institute for Developmental Biology and Stem Cell Research
Genetic studies promise to provide insight into the molecular mechanisms underlying type 2 diabetes (T2D). Variants associated with T2D are often located in tissue-specific enhancer clusters or super-enhancers. So far, such domains have been defined through clustering of enhancers in linear genome maps rather than in three-dimensional (3D) space. Furthermore, their target genes are often unknown. We have created promoter capture Hi-C maps in human pancreatic islets. This linked diabetes-associated enhancers to their target genes, often located hundreds of kilobases away. It also revealed >1,300 groups of islet enhancers, super-enhancers and active promoters that form 3D hubs, some of which show coordinated glucose-dependent activity. We demonstrate that genetic variation in hubs impacts insulin secretion heritability, and show that hub annotations can be used for polygenic scores that predict T2D risk driven by islet regulatory variants. Human islet 3D chromatin architecture, therefore, provides a framework for interpretation of T2D genome-wide association study (GWAS) signals. This research was supported by the National Institute for Health Research Imperial Biomedical Research Centre. Work was funded by grants from the Wellcome Trust (nos. WT101033 to J.F. and WT205915 to I.P.), Horizon 2020 (Research and Innovation Programme nos. 667191, to J.F., 633595, to I.P., and 676556, to M.A.M.-R.; Marie Sklodowska-Curie 658145, to I.M.-E., and 43062 ZENCODE, to G.A.), European Research Council (nos. 789055, to J.F., and 609989, to M.A.M.-R.). Marató TV3 (no. 201611, to J.F. and M.A.M.-R.), Ministerio de Ciencia Innovación y Universidades (nos. BFU2014-54284-R, RTI2018-095666, to J.F., BFU2017-85926-P, to M.A.M.-R., IJCI-2015-23352, to I.F.), AGAUR (to M.A.M.-R.). UK Medical Research Council (no. MR/L007150/1, to P.F., MR/L02036X/1 to J.F.), World Cancer Research Fund (WCRF UK, to I.P.) and World Cancer Research Fund International (no. 2017/1641 to I.P.), Biobanking and Biomolecular Resources Research Infrastructure (nos. BBMRI-NL, NWO 184.021.007, to I.O.F.). Work in IDIBAPS, CRG and CNAG was supported by the CERCA Programme, Generalitat de Catalunya and Centros de Excelencia Severo Ochoa (no. SEV-2012-0208). Human islets were provided through the European islet distribution program for basic research supported by JDRF (no. 3-RSC-2016-160-I-X). We thank N. Ruiz-Gomez for technical assistance; R. L. Fernandes, T. Thorne (University of Reading) and A. Perdones-Montero (Imperial College London) for helpful discussions regarding Machine Learning approaches; B. Lenhard and M. Merkenschlager (London Institute of Medical Sciences, Imperial College London), F. Müller (University of Birmingham) and J. L. Gómez-Skarmeta (Centro Andaluz de Biología del Desarrollo) for critical comments on the draft; the CRG Genomics Unit; and the Imperial College High Performance Computing Service.