Back

Functional genomics reveals mediators of beta cell survival in ER stress and type 2 diabetes risk

Okino, M.-L.; Zhu, H.; Corban, S.; Benaglio, P.; Djulamsah, J.; OMahony, B.; Vanderstel, K.; Elgamal, R.; Miller, M.; Wang, A.; Sander, M.; Gaulton, K. J.

2026-04-02 genomics
10.64898/2026.03.30.715154 bioRxiv
Show abstract

Endoplasmic reticulum (ER) stress in pancreatic beta cells contributes to impaired function and type 2 diabetes (T2D). In this study we performed genome-wide perturbation screens and genomic profiling in beta cells to identify novel mediators of ER stress responses and diabetes risk. We defined gene regulatory networks in beta cells and identified specific beta cell networks enriched for T2D risk variants with altered expression in ER stress. We performed a loss-of-function CRISPR screen for survival under ER stress in EndoC-{beta}H1 cells, which identified 167 pro-survival and 47 pro-death genes involved in processes related to insulin secretion, mitochondrial transport and protein ubiquitination. Beta cell survival genes collectively had limited genomic change in stress yet showed significant, independent enrichment for T2D risk variants, including novel T2D candidate gene DTNB which we validated protects against beta cell death during stress. Overall, our results revealed mediators of ER stress responses in beta cells and identified new therapeutic targets to preserve beta cells in diabetes pathogenesis.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Nature Communications
4913 papers in training set
Top 5%
18.9%
2
Nature Genetics
240 papers in training set
Top 0.8%
9.2%
3
Cell Reports
1338 papers in training set
Top 3%
9.2%
4
Diabetes
53 papers in training set
Top 0.1%
6.4%
5
Cell Genomics
162 papers in training set
Top 0.9%
4.3%
6
PLOS Genetics
756 papers in training set
Top 6%
2.6%
50% of probability mass above
7
JCI Insight
241 papers in training set
Top 2%
2.4%
8
Science
429 papers in training set
Top 12%
2.1%
9
Journal of Clinical Investigation
164 papers in training set
Top 2%
2.1%
10
Genome Medicine
154 papers in training set
Top 4%
1.9%
11
Cell Death & Differentiation
48 papers in training set
Top 0.2%
1.7%
12
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 32%
1.7%
13
Communications Biology
886 papers in training set
Top 9%
1.7%
14
Cell Metabolism
49 papers in training set
Top 1%
1.7%
15
Nature Aging
51 papers in training set
Top 1.0%
1.7%
16
Cell
370 papers in training set
Top 12%
1.5%
17
eLife
5422 papers in training set
Top 45%
1.5%
18
BMC Genomics
328 papers in training set
Top 3%
1.5%
19
Science Advances
1098 papers in training set
Top 21%
1.3%
20
Human Molecular Genetics
130 papers in training set
Top 2%
1.2%
21
Frontiers in Genetics
197 papers in training set
Top 7%
1.2%
22
Diabetologia
36 papers in training set
Top 0.7%
1.1%
23
Nature
575 papers in training set
Top 14%
0.9%
24
Scientific Reports
3102 papers in training set
Top 73%
0.8%
25
Developmental Cell
168 papers in training set
Top 11%
0.8%
26
Gastroenterology
40 papers in training set
Top 2%
0.8%
27
The American Journal of Human Genetics
206 papers in training set
Top 3%
0.8%
28
Life Science Alliance
263 papers in training set
Top 2%
0.6%
29
Nature Metabolism
56 papers in training set
Top 3%
0.6%
30
PLOS Medicine
98 papers in training set
Top 5%
0.6%