RESUMO
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.
Assuntos
Cromatina/química , Diabetes Mellitus Tipo 2/genética , Elementos Facilitadores Genéticos , Regulação da Expressão Gênica , Redes Reguladoras de Genes , Secreção de Insulina/genética , Ilhotas Pancreáticas/metabolismo , Cromatina/genética , Estudos de Coortes , Diabetes Mellitus Tipo 2/metabolismo , Diabetes Mellitus Tipo 2/patologia , Predisposição Genética para Doença , Estudo de Associação Genômica Ampla , Humanos , Conformação Molecular , Regiões Promotoras GenéticasRESUMO
Recent studies have uncovered thousands of long non-coding RNAs (lncRNAs) in human pancreatic ß cells. ß cell lncRNAs are often cell type specific and exhibit dynamic regulation during differentiation or upon changing glucose concentrations. Although these features hint at a role of lncRNAs in ß cell gene regulation and diabetes, the function of ß cell lncRNAs remains largely unknown. In this study, we investigated the function of ß cell-specific lncRNAs and transcription factors using transcript knockdowns and co-expression network analysis. This revealed lncRNAs that function in concert with transcription factors to regulate ß cell-specific transcriptional networks. We further demonstrate that the lncRNA PLUTO affects local 3D chromatin structure and transcription of PDX1, encoding a key ß cell transcription factor, and that both PLUTO and PDX1 are downregulated in islets from donors with type 2 diabetes or impaired glucose tolerance. These results implicate lncRNAs in the regulation of ß cell-specific transcription factor networks.