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Updated: Jan 7, 2026

Leprdb Mouse Model of Type 2 Diabetes: Pancreatic Islet Isolation and Live-cell 2-Photon Imaging Of Intact Islets
Published on: May 11, 2015
Single-cell perturbations decipher ribosomal stress-surveillance regulators in type 2 diabetes
Jingminjie Nan1, Xianglong He1, Xiaoping Liu2
1Ruijin Yangtze River Delta Health Institute, Wuxi Branch of Ruijin Hospital, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Researchers used Perturb-seq to identify genes impacting type 2 diabetes (T2D). They found ZZEF1 regulates insulin production and beta-cell stress, offering potential therapeutic targets for T2D.
Area of Science:
- Genomics
- Molecular Biology
- Endocrinology
Background:
- Type 2 Diabetes (T2D) genetic architecture requires scalable functional genomics.
- CRISPR perturbations reveal mechanistic effects of underexplored genes.
Purpose of the Study:
- Systemically characterize genes and pathways in T2D genetic architecture.
- Investigate insulin production and T2D pathology in human pancreatic beta cells.
Main Methods:
- Performed single-cell RNA sequencing on pooled CRISPR screens (Perturb-seq).
- Screened 61 T2D-associated genes and 40 ribosome-associated quality control (RQC) genes.
- Utilized human pancreatic beta cells (EndoC-βH1), knockout mice, islet organoids, and human islets.
Main Results:
- Identified 21 functional genes, including uncharacterized KLHL42 and ZZEF1.
- ZZEF1 regulates insulin synthesis and beta-cell stress via ribosomal stress-surveillance pathways.
- ZZEF1 deficiency impairs beta-cell function by inhibiting EDF1, treatable with azoramide and ISRIB.
Conclusions:
- Perturb-seq identified functional RQC-related genes.
- ZZEF1 is a key regulator of beta-cell function and stress.
- Identified potential therapeutic targets for T2D.
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