Single-cell multiome and spatial profiling reveals pancreas cell type-specific gene regulatory programs of type 1 diabetes progression
Authors
- Rebecca Melton
- Sara Jimenez
- Weston Elison
- Luca Tucciarone
- Abigail Howell
- Gaowei Wang
- Denise Berti
- Elisha Beebe
- Michael Miller
- Chun Zeng
- Carolyn McGrail
- Kennedy VanderStel
- Katha Korgaonkar
- Ruth Elgamal
- Hannah Mummey
- Joshua Chiou
- Emily Griffin
- Irina Kusmartseva
- Mark Atkinson
- Sebastian Preissl
- Fabian J. Theis
- Maike Sander
- Kyle J. Gaulton
Journal
- Science Advances
Citation
- Sci Adv 11 (37): eady0080
Abstract
Cell type–specific regulatory programs that drive type 1 diabetes (T1D) in the pancreas are poorly understood. Here, we performed single-nucleus multiomics and spatial transcriptomics in up to 32 nondiabetic (ND), autoantibody-positive (AAB(+)), and T1D pancreas donors. Genomic profiles from 853,005 cells mapped to 12 pancreatic cell types, including multiple exocrine subtypes. β, Acinar, and other cell types, and related cellular niches, had altered abundance and gene activity in T1D progression, including distinct pathways altered in AAB(+) compared to T1D. We identified epigenomic drivers of gene activity in T1D and AAB(+) which, combined with genetic association, revealed causal pathways of T1D risk including antigen presentation in β cells. Last, single-cell and spatial profiles together revealed widespread changes in cell-cell signaling in T1D including signals affecting β cell regulation. Overall, these results revealed drivers of T1D in the pancreas, which form the basis for therapeutic targets for disease prevention.