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Citations to this article

Type 2 diabetes candidate genes, including PAX5, cause impaired insulin secretion in human pancreatic islets
Karl Bacos, … , Luis Rodrigo Cataldo, Charlotte Ling
Karl Bacos, … , Luis Rodrigo Cataldo, Charlotte Ling
Published January 19, 2023
Citation Information: J Clin Invest. 2023;133(4):e163612. https://doi.org/10.1172/JCI163612.
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Research Article Endocrinology Metabolism Article has an altmetric score of 95

Type 2 diabetes candidate genes, including PAX5, cause impaired insulin secretion in human pancreatic islets

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Abstract

Type 2 diabetes (T2D) is caused by insufficient insulin secretion from pancreatic β cells. To identify candidate genes contributing to T2D pathophysiology, we studied human pancreatic islets from approximately 300 individuals. We found 395 differentially expressed genes (DEGs) in islets from individuals with T2D, including, to our knowledge, novel (OPRD1, PAX5, TET1) and previously identified (CHL1, GLRA1, IAPP) candidates. A third of the identified expression changes in islets may predispose to diabetes, as expression of these genes associated with HbA1c in individuals not previously diagnosed with T2D. Most DEGs were expressed in human β cells, based on single-cell RNA-Seq data. Additionally, DEGs displayed alterations in open chromatin and associated with T2D SNPs. Mouse KO strains demonstrated that the identified T2D-associated candidate genes regulate glucose homeostasis and body composition in vivo. Functional validation showed that mimicking T2D-associated changes for OPRD1, PAX5, and SLC2A2 impaired insulin secretion. Impairments in Pax5-overexpressing β cells were due to severe mitochondrial dysfunction. Finally, we discovered PAX5 as a potential transcriptional regulator of many T2D-associated DEGs in human islets. Overall, we have identified molecular alterations in human pancreatic islets that contribute to β cell dysfunction in T2D pathophysiology.

Authors

Karl Bacos, Alexander Perfilyev, Alexandros Karagiannopoulos, Elaine Cowan, Jones K. Ofori, Ludivine Bertonnier-Brouty, Tina Rönn, Andreas Lindqvist, Cheng Luan, Sabrina Ruhrmann, Mtakai Ngara, Åsa Nilsson, Sevda Gheibi, Claire L. Lyons, Jens O. Lagerstedt, Mohammad Barghouth, Jonathan L.S. Esguerra, Petr Volkov, Malin Fex, Hindrik Mulder, Nils Wierup, Ulrika Krus, Isabella Artner, Lena Eliasson, Rashmi B. Prasad, Luis Rodrigo Cataldo, Charlotte Ling

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Total citations by year

Year: 2025 2024 2023 Total
Citations: 3 10 5 18
Citation information
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Citations to this article (18)

Title and authors Publication Year
Single-cell decoding of human islet cell type-specific alterations in type 2 diabetes reveals converging genetic- and state-driven -cell gene expression defects
Bandesh K, Motakis E, Nargund S, Kursawe R, Selvam V, Bhuiyan RM, Eryilmaz GN, Krishnan SN, Spracklen CN, Ucar D, Stitzel ML
bioRxiv 2025
Comparative transcriptome and mutation analyses of the pancreatic islets of a rat model of obese type 2 diabetes identifies a frequently distributed nonsense mutation in the lipocalin 2 gene
Yokoi N, Adachi N, Hirokoji T, Nakano K, Yoshihara M, Shigenaka S, Urakawa R, Taniguchi Y, Yoshida Y, Yokose S, Suyama M, Okamura T
DNA Research: An International Journal for Rapid Publication of Reports on Genes and Genomes 2025
Molecular correlates of glycine receptor activity in human β cells
Schukarucha Gomes A, Ellis CE, Spigelman AF, dos Santos T, Maghera J, Suzuki K, MacDonald PE
Molecular Metabolism 2025
Gene expression analysis reveals diabetes-related gene signatures.
Farrim MI, Gomes A, Milenkovic D, Menezes R
Human genomics 2024
Investigating the Impact of IL6 on Insulin Secretion: Evidence from INS-1 Cells, Human Pancreatic Islets, and Serum Analysis
Taneera J, Khalique A, Mohammed AK, Mussa BM, Sulaiman N, Abu-Gharbieh E, El-Huneidi W, Saber-Ayad MM
Cells 2024
Pan-cancer analysis of SLC2A family genes as prognostic biomarkers and therapeutic targets
Liu Y, Li X, Yang J, Chen S, Zhu C, Shi Y, Dang S, Zhang W, Li W
Heliyon 2024
Exploring the oncogenic potential of circSOD2 in clear cell renal cell carcinoma: a novel positive feedback loop
Yao GS, Fu LM, Dai JS, Chen JW, Liu KZ, Liang H, Wang Z, Deng Q, Wang JY, Jin MY, Chen W, Fang Y, Luo JH, Cao JZ, Wei JH
Journal of Translational Medicine 2024
Predicting type 2 diabetes via machine learning integration of multiple omics from human pancreatic islets
Rönn T, Perfilyev A, Oskolkov N, Ling C
Scientific Reports 2024
IGFBP7 is upregulated in islets from T2D donors and reduces insulin secretion.
Westholm E, Karagiannopoulos A, Kattner N, Al-Selwi Y, Merces G, Shaw JAM, Wendt A, Eliasson L
iScience 2024
Exploring the design of clinical research studies on the efficacy mechanisms in type 2 diabetes mellitus
Guan H, Zhao S, Li J, Wang Y, Niu P, Zhang Y, Zhang Y, Fang X, Miao R, Tian J
Frontiers in Endocrinology 2024
RNA-Seq transcriptome profiling of Nile rat livers reveals novel insights on the anti-diabetic mechanisms of Water-Soluble Palm Fruit Extract.
Leow SS, Khoo JS, Lee WK, Hoh CC, Fairus S, Sambanthamurthi R, Hayes KC
Journal of applied genetics 2024
PCPE2: Expression of multifunctional extracellular glycoprotein associated with diverse cellular functions
Thomas MJ, Xu H, Wang A, Beg MA, Sorci-Thomas MG
Journal of Lipid Research 2024
Single-cell RNA sequencing identifies endothelial-derived HBEGF as promoting pancreatic beta cell proliferation in mice via the EGFR–Kmt5a–H4K20me pathway
Lai F, Zhou K, Ma Y, Lv H, Wang W, Wang R, Xu T, Huang R
Diabetologia 2024
TET (Ten-eleven translocation) family proteins: structure, biological functions and applications.
Zhang X, Zhang Y, Wang C, Wang X
Signal Transduction and Targeted Therapy 2023
Bioinformatics analysis to reveal the potential comorbidity mechanism in psoriasis and nonalcoholic steatohepatitis
Xian N, Bai R, Guo J, Luo R, Lei H, Wang B, Zheng Y
Skin Research and Technology 2023
Delineating the transcriptional atlas for impaired insulin secretion: A window into type 2 diabetes pathophysiology
Li J, Yang J, Hong T
Journal of Diabetes Investigation 2023
An Integrated Map of Cell Type–Specific Gene Expression in Pancreatic Islets
Elgamal RM, Kudtarkar P, Melton RL, Mummey HM, Benaglio P, Okino ML, Gaulton KJ
Diabetes 2023
Genes with epigenetic alterations in human pancreatic islets impact mitochondrial function, insulin secretion, and type 2 diabetes.
Rönn T, Ofori JK, Perfilyev A, Hamilton A, Pircs K, Eichelmann F, Garcia-Calzon S, Karagiannopoulos A, Stenlund H, Wendt A, Volkov P, Schulze MB, Mulder H, Eliasson L, Ruhrmann S, Bacos K, Ling C
Nature Communications 2023

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