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 QadirRuth M ElgamalKeijing SongParul KudtarkarSiva Sankara Vara Prasad SakamuriPrasad V KatakamSamir S El-DahrJay K KollsKyle J GaultonFranck Mauvais-JarvisPublished in: bioRxiv : the preprint server for biology (2024)
Biological sex affects the pathogenesis of type 2 and type 1 diabetes (T2D, T1D) including the development of β cell failure observed more often in males. The mechanisms that drive sex differences in β cell failure is unknown. Studying sex differences in islet regulation and function represent a unique avenue to understand the sex-specific heterogeneity in β 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 β cells from T2D and ND donors revealed that females had more DEGs from autosomes compared to male β cells. Gene set enrichment analysis of female β cell DEGs showed a suppression of oxidative phosphorylation and electron transport chain pathways, while male β 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 β cells.
Keyphrases
- single cell
- rna seq
- endothelial cells
- high throughput
- genome wide
- gene expression
- type diabetes
- induced apoptosis
- copy number
- kidney transplantation
- dna methylation
- cardiovascular disease
- transcription factor
- cell cycle arrest
- oxidative stress
- poor prognosis
- genome wide identification
- metabolic syndrome
- cell therapy
- induced pluripotent stem cells
- dna damage
- magnetic resonance
- stem cells
- glycemic control
- signaling pathway
- quality improvement
- pluripotent stem cells
- weight loss