The EMBO JournalGenomicsPeer-reviewed journal article
Single cell regulatory architecture of human pancreatic islets suggests sex differences in β cell function and the pathogenesis of type 2 diabetes.
Mirza Muhammad Fahd QadiriD, Ruth M. ElgamaliD, Kejing SongiD, Parul KudtarkariD, Siva S. V. P. SakamuriiD, Prasad V. G. KatakamiD, Samir Sayem El-DahriD, Jay K. KollsiD, Kyle J. GaultoniD, Franck Mauvais‐JarvisiD
Abstract
Biological sex affects the pathogenesis of type 2 and type 1 diabetes (T2D, T1D) including the development of {beta} cell failure observed more often in males. The mechanisms that drive sex differences in {beta} cell failure is unknown. Studying sex differences in islet regulation and function represent a unique avenue to understand the sex-specific heterogeneity in {beta} cell failure in diabetes. Here, we examined sex and race differences in human pancreatic islets from up to 52 donors with and without T2D (including 37 donors from the Human Pancreas Analysis Program [HPAP] dataset) using an orthogonal series of experiments including single cell RNA-seq (scRNA-seq), single nucleus assay for transposase-accessible chromatin sequencing (snATAC-seq), dynamic hormone secretion, and bioenergetics. In cultured islets from nondiabetic (ND) donors, in the absence of the in vivo hormonal environment, sex differences in islet cell type gene accessibility and expression predominantly involved sex chromosomes. Of particular interest were sex differences in the X-linked KDM6A and Y-linked KDM5D chromatin remodelers in female and male islet cells respectively. Islets from T2D donors exhibited similar sex differences in differentially expressed genes (DEGs) from sex chromosomes. However, in contrast to islets from ND donors, islets from T2D donors exhibited major sex differences in DEGs from autosomes. Comparing {beta} cells from T2D and ND donors revealed that females had more DEGs from autosomes compared to male {beta} cells. Gene set enrichment analysis of female {beta} cell DEGs showed a suppression of oxidative phosphorylation and electron transport chain pathways, while male {beta} cell had suppressed insulin secretion pathways. Thus, although sex-specific differences in gene accessibility and expression of cultured ND human islets predominantly affect sex chromosome genes, major differences in autosomal gene expression between sexes appear during the transition to T2D and which highlight mitochondrial failure in female {beta} cells.
- organism: human
- assay: scRNA-seq
- assay: snRNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- research focus: cell type annotation
- approach: statistical model
- approach: experimental assay
- Citations
- 23
- FWCI
- 9.63
- Field percentile
- top 1%
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