Deciphering regulatory protein activity in human pancreatic islets via reverse engineering of single-cell sequencing data.

Yumi Imai
Author Information
  1. Yumi Imai: Division of Endocrinology and Metabolism, Department of Internal Medicine, and.

Abstract

The loss of functional β cell mass contributes to development and progression of type 2 diabetes (T2D). However, the molecular mechanisms differentiating islet dysfunction in T2D from nondiabetic states remain elusive. In this issue of the JCI, Son et al. applied reverse engineering to obtain the activity of gene expression regulatory proteins from single-cell RNA sequencing data of nondiabetic and T2D human islets. The authors identify unique patterns of regulatory protein activities associated with T2D. Furthermore, BACH2 emerged as a potential transcription factor that drives activation of T2D-associated regulatory proteins in human islets.

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Grants

  1. I01 BX005107/BLRD VA
  2. P30 DK054759/NIDDK NIH HHS
  3. R01 DK090490/NIDDK NIH HHS

MeSH Term

Diabetes Mellitus, Type 2
Gene Expression Regulation
Humans
Insulin-Secreting Cells
Islets of Langerhans
Transcription Factors

Chemicals

Transcription Factors

Word Cloud

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