Single-cell multiome and spatial profiling reveals pancreas cell type-specific gene regulatory programs driving type 1 diabetes progression
Rebecca L. MeltoniD, Sara JiméneziD, Weston S. ElisoniD, Luca TucciaroneiD, Abigail Howell, Gaowei WangiD, Denise A. BertiiD, Elisha BeebeiD, Michael MilleriD, Chun ZengiD, Carolyn McGrail, Kennedy VanderStel, Katha Korgaonkar, Ruth M. ElgamaliD, Hannah M MummeyiD, Joshua ChiouiD, Emily N. GriffiniD, Irina KusmartsevaiD, Mark A. AtkinsoniD, Sebastian PreißliD, Fabian Joachim TheisiD, Maike SanderiD, Kyle J. GaultoniD
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 non-diabetic (ND), autoantibody-positive (AAB+), and T1D pancreas donors. Genomic profiles from 853,005 cells mapped to 12 pancreatic cell types, including multiple exocrine sub- types. Beta, 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 beta cells. Finally, single cell and spatial profiles together revealed widespread changes in cell-cell signaling in T1D including signals affecting beta cell regulation. Overall, these results revealed drivers of T1D progression in the pancreas, which form the basis for therapeutic targets for disease prevention.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 33
- FWCI
- 19.40
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multiomics single-cell analysis of human pancreatic islets reveals novel cellular states in health and type 1 diabetes
Maria Fasolino, Gregory W. Schwartz, … Golnaz Vahedi·bioRxiv·Jan 28, 2021
- Single-cell gene expression and chromatin accessibility profiling of human pancreatic islets at basal and stimulatory conditions nominates mechanisms of type 1 diabetes genetic risk
Ricardo D’Oliveira Albanus, Xuming Tang, … Stephen C.J. Parker·bioRxiv·Nov 12, 2022
- An imbalance of naive and effector T-cell phenotypes in early type 1 diabetes across conventional and regulatory subsets
Veronika Niederlová, Aleš Neuwirth, … Ondřej Štěpánek·Nature CommunicationsPeer-reviewed·Dec 11, 2025
- Genetic risk and inflammatory signaling converge on cell type-specific regulatory programs in type 1 diabetes
- Modeling Type 1 Diabetes progression from single-cell transcriptomic measurements in human islets
Abhijeet R. Patil, Jonathan Schug, … Golnaz Vahedi·bioRxiv·Jul 19, 2023
- Integrated histopathology of the human pancreas throughout stages of type 1 diabetes progression
Verena van der Heide, Sara McArdle, … Dirk Homann·Nature CommunicationsPeer-reviewed·Feb 11, 2026