Literature DB >> 34012112

Interpreting type 1 diabetes risk with genetics and single-cell epigenomics.

Joshua Chiou1,2, Ryan J Geusz3, Mei-Lin Okino4, Jee Yun Han5, Michael Miller5, Rebecca Melton3, Elisha Beebe4, Paola Benaglio4, Serina Huang4, Katha Korgaonkar4, Sandra Heller6, Alexander Kleger6, Sebastian Preissl5, David U Gorkin5,7, Maike Sander4,8,9, Kyle J Gaulton10,11.   

Abstract

Genetic risk variants that have been identified in genome-wide association studies of complex diseases are primarily non-coding1. Translating these risk variants into mechanistic insights requires detailed maps of gene regulation in disease-relevant cell types2. Here we combined two approaches: a genome-wide association study of type 1 diabetes (T1D) using 520,580 samples, and the identification of candidate cis-regulatory elements (cCREs) in pancreas and peripheral blood mononuclear cells using single-nucleus assay for transposase-accessible chromatin with sequencing (snATAC-seq) of 131,554 nuclei. Risk variants for T1D were enriched in cCREs that were active in T cells and other cell types, including acinar and ductal cells of the exocrine pancreas. Risk variants at multiple T1D signals overlapped with exocrine-specific cCREs that were linked to genes with exocrine-specific expression. At the CFTR locus, the T1D risk variant rs7795896 mapped to a ductal-specific cCRE that regulated CFTR; the risk allele reduced transcription factor binding, enhancer activity and CFTR expression in ductal cells. These findings support a role for the exocrine pancreas in the pathogenesis of T1D and highlight the power of large-scale genome-wide association studies and single-cell epigenomics for understanding the cellular origins of complex disease.

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Year:  2021        PMID: 34012112     DOI: 10.1038/s41586-021-03552-w

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  98 in total

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Journal:  Nat Rev Dis Primers       Date:  2017-03-30       Impact factor: 52.329

3.  Mutations of the cystic fibrosis gene in patients with chronic pancreatitis.

Authors:  N Sharer; M Schwarz; G Malone; A Howarth; J Painter; M Super; J Braganza
Journal:  N Engl J Med       Date:  1998-09-03       Impact factor: 91.245

Review 4.  Pancreatic pathophysiology in cystic fibrosis.

Authors:  Katherine N Gibson-Corley; David K Meyerholz; John F Engelhardt
Journal:  J Pathol       Date:  2015-10-01       Impact factor: 7.996

Review 5.  A brief history of human disease genetics.

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Journal:  Nature       Date:  2020-01-08       Impact factor: 49.962

6.  A genome-wide meta-analysis of six type 1 diabetes cohorts identifies multiple associated loci.

Authors:  Jonathan P Bradfield; Hui-Qi Qu; Kai Wang; Haitao Zhang; Patrick M Sleiman; Cecilia E Kim; Frank D Mentch; Haijun Qiu; Joseph T Glessner; Kelly A Thomas; Edward C Frackelton; Rosetta M Chiavacci; Marcin Imielinski; Dimitri S Monos; Rahul Pandey; Marina Bakay; Struan F A Grant; Constantin Polychronakos; Hakon Hakonarson
Journal:  PLoS Genet       Date:  2011-09-29       Impact factor: 5.917

7.  A comprehensive analysis of shared loci between systemic lupus erythematosus (SLE) and sixteen autoimmune diseases reveals limited genetic overlap.

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Journal:  PLoS Genet       Date:  2011-12-08       Impact factor: 5.917

8.  Fine mapping of type 1 diabetes susceptibility loci and evidence for colocalization of causal variants with lymphoid gene enhancers.

Authors:  Suna Onengut-Gumuscu; Wei-Min Chen; Oliver Burren; Nick J Cooper; Aaron R Quinlan; Josyf C Mychaleckyj; Emily Farber; Jessica K Bonnie; Michal Szpak; Ellen Schofield; Premanand Achuthan; Hui Guo; Mary D Fortune; Helen Stevens; Neil M Walker; Lucas D Ward; Anshul Kundaje; Manolis Kellis; Mark J Daly; Jeffrey C Barrett; Jason D Cooper; Panos Deloukas; John A Todd; Chris Wallace; Patrick Concannon; Stephen S Rich
Journal:  Nat Genet       Date:  2015-03-09       Impact factor: 38.330

9.  Genome-wide association study and meta-analysis find that over 40 loci affect risk of type 1 diabetes.

Authors:  Jeffrey C Barrett; David G Clayton; Patrick Concannon; Beena Akolkar; Jason D Cooper; Henry A Erlich; Cécile Julier; Grant Morahan; Jørn Nerup; Concepcion Nierras; Vincent Plagnol; Flemming Pociot; Helen Schuilenburg; Deborah J Smyth; Helen Stevens; John A Todd; Neil M Walker; Stephen S Rich
Journal:  Nat Genet       Date:  2009-05-10       Impact factor: 38.330

10.  Sequencing of 53,831 diverse genomes from the NHLBI TOPMed Program.

Authors:  Daniel Taliun; Daniel N Harris; Michael D Kessler; Jedidiah Carlson; Zachary A Szpiech; Raul Torres; Sarah A Gagliano Taliun; André Corvelo; Stephanie M Gogarten; Hyun Min Kang; Achilleas N Pitsillides; Jonathon LeFaive; Seung-Been Lee; Xiaowen Tian; Brian L Browning; Sayantan Das; Anne-Katrin Emde; Wayne E Clarke; Douglas P Loesch; Amol C Shetty; Thomas W Blackwell; Albert V Smith; Quenna Wong; Xiaoming Liu; Matthew P Conomos; Dean M Bobo; François Aguet; Christine Albert; Alvaro Alonso; Kristin G Ardlie; Dan E Arking; Stella Aslibekyan; Paul L Auer; John Barnard; R Graham Barr; Lucas Barwick; Lewis C Becker; Rebecca L Beer; Emelia J Benjamin; Lawrence F Bielak; John Blangero; Michael Boehnke; Donald W Bowden; Jennifer A Brody; Esteban G Burchard; Brian E Cade; James F Casella; Brandon Chalazan; Daniel I Chasman; Yii-Der Ida Chen; Michael H Cho; Seung Hoan Choi; Mina K Chung; Clary B Clish; Adolfo Correa; Joanne E Curran; Brian Custer; Dawood Darbar; Michelle Daya; Mariza de Andrade; Dawn L DeMeo; Susan K Dutcher; Patrick T Ellinor; Leslie S Emery; Celeste Eng; Diane Fatkin; Tasha Fingerlin; Lukas Forer; Myriam Fornage; Nora Franceschini; Christian Fuchsberger; Stephanie M Fullerton; Soren Germer; Mark T Gladwin; Daniel J Gottlieb; Xiuqing Guo; Michael E Hall; Jiang He; Nancy L Heard-Costa; Susan R Heckbert; Marguerite R Irvin; Jill M Johnsen; Andrew D Johnson; Robert Kaplan; Sharon L R Kardia; Tanika Kelly; Shannon Kelly; Eimear E Kenny; Douglas P Kiel; Robert Klemmer; Barbara A Konkle; Charles Kooperberg; Anna Köttgen; Leslie A Lange; Jessica Lasky-Su; Daniel Levy; Xihong Lin; Keng-Han Lin; Chunyu Liu; Ruth J F Loos; Lori Garman; Robert Gerszten; Steven A Lubitz; Kathryn L Lunetta; Angel C Y Mak; Ani Manichaikul; Alisa K Manning; Rasika A Mathias; David D McManus; Stephen T McGarvey; James B Meigs; Deborah A Meyers; Julie L Mikulla; Mollie A Minear; Braxton D Mitchell; Sanghamitra Mohanty; May E Montasser; Courtney Montgomery; Alanna C Morrison; Joanne M Murabito; Andrea Natale; Pradeep Natarajan; Sarah C Nelson; Kari E North; Jeffrey R O'Connell; Nicholette D Palmer; Nathan Pankratz; Gina M Peloso; Patricia A Peyser; Jacob Pleiness; Wendy S Post; Bruce M Psaty; D C Rao; Susan Redline; Alexander P Reiner; Dan Roden; Jerome I Rotter; Ingo Ruczinski; Chloé Sarnowski; Sebastian Schoenherr; David A Schwartz; Jeong-Sun Seo; Sudha Seshadri; Vivien A Sheehan; Wayne H Sheu; M Benjamin Shoemaker; Nicholas L Smith; Jennifer A Smith; Nona Sotoodehnia; Adrienne M Stilp; Weihong Tang; Kent D Taylor; Marilyn Telen; Timothy A Thornton; Russell P Tracy; David J Van Den Berg; Ramachandran S Vasan; Karine A Viaud-Martinez; Scott Vrieze; Daniel E Weeks; Bruce S Weir; Scott T Weiss; Lu-Chen Weng; Cristen J Willer; Yingze Zhang; Xutong Zhao; Donna K Arnett; Allison E Ashley-Koch; Kathleen C Barnes; Eric Boerwinkle; Stacey Gabriel; Richard Gibbs; Kenneth M Rice; Stephen S Rich; Edwin K Silverman; Pankaj Qasba; Weiniu Gan; George J Papanicolaou; Deborah A Nickerson; Sharon R Browning; Michael C Zody; Sebastian Zöllner; James G Wilson; L Adrienne Cupples; Cathy C Laurie; Cashell E Jaquish; Ryan D Hernandez; Timothy D O'Connor; Gonçalo R Abecasis
Journal:  Nature       Date:  2021-02-10       Impact factor: 69.504

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  28 in total

Review 1.  A new era in functional genomics screens.

Authors:  Laralynne Przybyla; Luke A Gilbert
Journal:  Nat Rev Genet       Date:  2021-09-20       Impact factor: 53.242

Review 2.  Genetic overlap between type 1 diabetes and other autoimmune diseases.

Authors:  Ana Márquez; Javier Martín
Journal:  Semin Immunopathol       Date:  2021-10-01       Impact factor: 9.623

Review 3.  Characterizing cis-regulatory elements using single-cell epigenomics.

Authors:  Sebastian Preissl; Kyle J Gaulton; Bing Ren
Journal:  Nat Rev Genet       Date:  2022-07-15       Impact factor: 59.581

4.  Nfkbid Overexpression in Nonobese Diabetic Mice Elicits Complete Type 1 Diabetes Resistance in Part Associated with Enhanced Thymic Deletion of Pathogenic CD8 T Cells and Increased Numbers and Activity of Regulatory T Cells.

Authors:  Jennifer R Dwyer; Jeremy J Racine; Harold D Chapman; Anna Quinlan; Maximiliano Presa; Grace A Stafford; Ingo Schmitz; David V Serreze
Journal:  J Immunol       Date:  2022-06-27       Impact factor: 5.426

5.  The β-Cell in Type 1 Diabetes Pathogenesis: A Victim of Circumstances or an Instigator of Tragic Events?

Authors:  Roberto Mallone; Clémentine Halliez; Jinxiu Rui; Kevan C Herold
Journal:  Diabetes       Date:  2022-08-01       Impact factor: 9.337

Review 6.  Chromatin accessibility profiling by ATAC-seq.

Authors:  Fiorella C Grandi; Hailey Modi; Lucas Kampman; M Ryan Corces
Journal:  Nat Protoc       Date:  2022-04-27       Impact factor: 17.021

7.  Single-nucleus chromatin accessibility profiling highlights regulatory mechanisms of coronary artery disease risk.

Authors:  Adam W Turner; Shengen Shawn Hu; Jose Verdezoto Mosquera; Wei Feng Ma; Chani J Hodonsky; Doris Wong; Gaëlle Auguste; Yipei Song; Katia Sol-Church; Emily Farber; Soumya Kundu; Anshul Kundaje; Nicolas G Lopez; Lijiang Ma; Saikat Kumar B Ghosh; Suna Onengut-Gumuscu; Euan A Ashley; Thomas Quertermous; Aloke V Finn; Nicholas J Leeper; Jason C Kovacic; Johan L M Björkegren; Chongzhi Zang; Clint L Miller
Journal:  Nat Genet       Date:  2022-05-19       Impact factor: 41.307

8.  Genome-Wide Identification of N6-Methyladenosine Associated SNPs as Potential Functional Variants for Type 1 Diabetes.

Authors:  Yang Chen; Min Shen; Chen Ji; Yanqian Huang; Yun Shi; Li Ji; Yao Qin; Yong Gu; Qi Fu; Heng Chen; Kuanfeng Xu; Tao Yang
Journal:  Front Endocrinol (Lausanne)       Date:  2022-06-16       Impact factor: 6.055

9.  Transcriptional regulatory networks of circulating immune cells in type 1 diabetes: A community knowledgebase.

Authors:  Scott A Ochsner; Rudolf T Pillich; Deepali Rawool; Jeffrey S Grethe; Neil J McKenna
Journal:  iScience       Date:  2022-06-11

10.  Adapting Physiology in Functional Human Islet Organogenesis.

Authors:  Eiji Yoshihara
Journal:  Front Cell Dev Biol       Date:  2022-04-26
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