Genetic regulation of RNA splicing in human pancreatic islets

被引:13
|
作者
Atla, Goutham [1 ,2 ,3 ]
Bonas-Guarch, Silvia [1 ,2 ,3 ]
Cuenca-Ardura, Mirabai [1 ,2 ]
Beucher, Anthony [1 ,2 ,3 ]
Crouch, Daniel J. M. [4 ]
Garcia-Hurtado, Javier [1 ,2 ]
Moran, Ignasi [3 ,5 ]
Irimia, Manuel [1 ]
Prasad, Rashmi B. [6 ,7 ]
Gloyn, Anna L. [8 ,9 ]
Marselli, Lorella [10 ]
Suleiman, Mara [10 ]
Berney, Thierry [11 ]
de Koning, Eelco J. P. [12 ,13 ]
Kerr-Conte, Julie [14 ]
Pattou, Francois [14 ]
Todd, John A. [4 ]
Piemonti, Lorenzo [15 ,16 ]
Ferrer, Jorge [1 ,2 ,3 ]
机构
[1] Barcelona Inst Sci & Technol, Ctr Genom Regulat, Barcelona, Spain
[2] Ctr Invest Biomed Red Diabet & Enfermedades Metab, Barcelona, Spain
[3] Imperial Coll London, Dept Metab Digest & Reprod, London, England
[4] Univ Oxford, Wellcome Ctr Human Genet, NIHR Oxford Biomed Res Ctr,Nuffield Dept Med, DRF Wellcome Diabet & Inflammat Lab, Oxford, England
[5] Barcelona Supercomp Ctr BSC, Life Sci Dept, Barcelona 08034, Spain
[6] Lund Univ, Clin Res Ctr, Diabet Ctr, Malmo, Sweden
[7] Lund Univ, Dept Clin Sci Malmo, Malmo, Sweden
[8] Univ Oxford, Radcliffe Dept Med, Oxford Ctr Diabet Endocrinol & Metab, Oxford, England
[9] Stanford Sch Med, Dept Pediat, Div Endocrinol, Stanford, CA 94305 USA
[10] Univ Pisa, AOUP Cisanello Univ Hosp, Dept Clin & Expt Med, Pisa, Italy
[11] Univ Geneva, Cell Isolat & Transplantat Ctr, Geneva, Switzerland
[12] Leiden Univ, Med Ctr, Dept Med, Leiden, Netherlands
[13] Hubrecht Inst KNAW, Utrecht, Netherlands
[14] Univ Lille, CHU Lille, INSERM, Inst Pasteur Lille,U1190,EGID, F-59000 Lille, France
[15] IRCCS Osped San Raffaele, Diabet Res Inst, Milan, Italy
[16] Univ Vita Salute San Raffaele, Milan, Italy
基金
欧洲研究理事会; 英国医学研究理事会; 英国惠康基金;
关键词
RNA splicing; Type; 1; diabetes; 2; TWAS; G-protein signaling; Pancreatic islets; Beta cells; Senescence; CTRB2; Pancreatic beta-cells; Diabetes pathophysiology; Quantitative trait loci; TRANSCRIPTION FACTORS; CAUSAL VARIANTS; DOWN-REGULATION; PCBD1; CAUSE; INSULIN; EXPRESSION; ASSOCIATIONS; SIGNATURES; MUTATIONS; SECRETION;
D O I
10.1186/s13059-022-02757-0
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background Non-coding genetic variants that influence gene transcription in pancreatic islets play a major role in the susceptibility to type 2 diabetes (T2D), and likely also contribute to type 1 diabetes (T1D) risk. For many loci, however, the mechanisms through which non-coding variants influence diabetes susceptibility are unknown. Results We examine splicing QTLs (sQTLs) in pancreatic islets from 399 human donors and observe that common genetic variation has a widespread influence on the splicing of genes with established roles in islet biology and diabetes. In parallel, we profile expression QTLs (eQTLs) and use transcriptome-wide association as well as genetic co-localization studies to assign islet sQTLs or eQTLs to T2D and T1D susceptibility signals, many of which lack candidate effector genes. This analysis reveals biologically plausible mechanisms, including the association of T2D with an sQTL that creates a nonsense isoform in ERO1B, a regulator of ER-stress and proinsulin biosynthesis. The expanded list of T2D risk effector genes reveals overrepresented pathways, including regulators of G-protein-mediated cAMP production. The analysis of sQTLs also reveals candidate effector genes for T1D susceptibility such as DCLRE1B, a senescence regulator, and lncRNA MEG3. Conclusions These data expose widespread effects of common genetic variants on RNA splicing in pancreatic islets. The results support a role for splicing variation in diabetes susceptibility, and offer a new set of genetic targets with potential therapeutic benefit.
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页数:28
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