Single-cell chromatin accessibility identifies pancreatic islet cell type- and state-specific regulatory programs of diabetes risk.
Joshua ChiouChun ZengZhang ChengJee Yun HanMichael SchlichtingMichael MillerRobert MendezSerina HuangJinzhao WangYinghui SuiAllison DeogaygayMei-Lin OkinoYunjiang QiuYing SunParul KudtarkarRongxin FangSebastian PreisslBjoern GaertnerDavid U GorkinKyle J GaultonPublished in: Nature genetics (2021)
Single-nucleus assay for transposase-accessible chromatin using sequencing (snATAC-seq) creates new opportunities to dissect cell type-specific mechanisms of complex diseases. Since pancreatic islets are central to type 2 diabetes (T2D), we profiled 15,298 islet cells by using combinatorial barcoding snATAC-seq and identified 12 clusters, including multiple alpha, beta and delta cell states. We cataloged 228,873 accessible chromatin sites and identified transcription factors underlying lineage- and state-specific regulation. We observed state-specific enrichment of fasting glucose and T2D genome-wide association studies for beta cells and enrichment for other endocrine cell types. At T2D signals localized to islet-accessible chromatin, we prioritized variants with predicted regulatory function and co-accessibility with target genes. A causal T2D variant rs231361 at the KCNQ1 locus had predicted effects on a beta cell enhancer co-accessible with INS and genome editing in embryonic stem cell-derived beta cells affected INS levels. Together our findings demonstrate the power of single-cell epigenomics for interpreting complex disease genetics.
Keyphrases
- single cell
- transcription factor
- rna seq
- genome wide
- induced apoptosis
- type diabetes
- high throughput
- gene expression
- dna damage
- cell cycle arrest
- genome editing
- crispr cas
- cardiovascular disease
- insulin resistance
- glycemic control
- cell therapy
- stem cells
- metabolic syndrome
- endoplasmic reticulum stress
- dna binding
- blood glucose
- genome wide association
- adipose tissue
- genome wide identification
- cell proliferation
- oxidative stress