AFF3 and BACH2 are master regulators of metabolic inflexibility, β/α-cell transition, and dedifferentiation in type 2 diabetes
Abstract
Type 2 Diabetes is associated with defective insulin secretion, reduced {beta}-cell mass, and increased glucagon production. Cell lineage-tracing in rodents and human autopsy surveys support the notion of {beta}-cell dedifferentiation as a unifying mechanism for these abnormalities. Yet, mechanistic determinants of human {beta}-cell failure remain elusive. Using regulatory-network-based single-cell analysis of human islets, we identify aberrant, diabetes-enriched transitional states characterized by metabolic inflexibility, /{beta}-transition, and endocrine progenitor/stem cell features. A coordinated transcription factor hierarchy mediating cell state transition emerged and was validated using barcoded guide-based, single-cell gene transfer and calcium flux measures in primary human islet cells. Specifically, two master regulators and associated epigenetic drivers emerged, one (AFF3) controlling {beta}- to -like-cell reprogramming, the other (BACH2) transition to a dedifferentiated endocrine progenitor-like cell. The findings provide mechanistic insight into diabetic islet cell dysfunction and suggest actionable pathways for pharmacological intervention.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- Workload-induced changes to cell state contribute to β-cell failure in diabetes
Somesh Sai, Fenfen Liu, … Matthew Wortham·bioRxiv·May 18, 2026
- Single-cell decoding of human islet cell type-specific alterations in type 2 diabetes reveals converging genetic- and state-driven β-cell gene expression defects
Khushdeep Bandesh, Efthymios Motakis, … Michael L. Stitzel·The EMBO JournalPeer-reviewed·Apr 15, 2026
- Heterogenous impairment of α-cell function in type 2 diabetes is linked to cell maturation state
X.-Q. Dai, J. Camunas-Soler, … P. E. MacDonald·bioRxiv·Apr 8, 2021
- Compromised beta-cell identity in type 2 diabetes
Pritha Dutta, Nadège Merabet, … Peter M. A. Sloot·bioRxiv·Mar 20, 2023
- Targeting PFKFB3 Metabolic Gatekeeping of β-Cell Dysfunctional States Enables Durable Glucose Tolerance in Type 2 Diabetes
Kavit Raval, Erwin Ilegems, … Slavica Tudzarova·bioRxiv·Sep 22, 2026
- Pancreatic β-cell specific loss of E2f1 impairs insulin secretion and β-cell identity through the epigenetic repression of non β-cell programs
F. Oger, C. Bourouh, … J.-S. ANNICOTTE·bioRxiv·Oct 14, 2020