A genome-wide association study and genetic risk score for age at diabetes diagnosis support beta-cell dysfunction in young-onset diabetes in Chinese

Abstract Background We investigated genetic variations driving young age-at-diabetes-diagnosis (ADD) and developed a genetic risk score (GRS) to identify Chinese individuals at risk of young-onset diabetes (YOD with ADD<40). Methods We performed genome-wide association studies (GWAS) for ADD with internal and external replication in 22,611 individuals with type 2 diabetes (T2D, 20% with YOD) and identified Chinese-prioritized loci by conditioning on the polygenic risk score (PRS) of ADD constructed from publicly available datasets. We constructed ADD-GRS using genome-wide independent variants (p<5E-08) and examined its associations with glycemic traits in diabetes and non-diabetes cohorts. Results We identified three independent signals at genome-wide significance ( P < 5×10−8) mapping to CDKAL1 (rs2206734, β=-0.75 (SE:0.13) per copy of T allele, effect allele frequency (EAF)=0.38, p =2.12E-09), PAX4 (rs61160304, β=-1.01 (SE:0.17) per copy of T allele, EAF=0.19, p =2.51E-09), and KCNQ1 (rs2299620, β=-0.77 (SE:0.14) per copy of G allele, EAF=0.70, p=2.80E-08). The variants at PAX4 and KCNQ1 were independent of the genetic liability estimated by ADD-PRS from Europeans and South Indians. In the diabetes cohort, the ADD-GRS was associated with younger ADD, lower C-peptide, higher HbA1c and pathway-specific T2D-PRS for beta-cell+proinsulin and residual glycemia. Using YOD versus later-onset diabetes as a secondary outcome, LINC02783/PADI1 (rs72895704, OR:1.52 per copy of A allele, EAF=0.02, p =1.93E-06) and TARS2P1 (rs145218437, OR: 1.73 per copy of C allele, EAF=0.02, p =7.57E-08) showed suggestive significance. Conclusions Both known and novel T2D loci contribute to ADD in Chinese people and may be used to detect high risk individuals for early intervention to prevent or delay onset of YOD.

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Publication Details

Journal
Genome Medicine
Published
2026-11-11
DOI
https://doi.org/10.1186/s13073-026-01760-5
Primary Topic
Genetic Associations and Epidemiology
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article
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article

A genome-wide association study and genetic risk score for age at diabetes diagnosis support beta-cell dysfunction in young-onset diabetes in Chinese

Man Wo Tsang, Baoqi Fan, Claudia H.T. Tam, Chiu-Chi Tsang et al.
Genome Medicine
Genetic Associations and Epidemiology
article

A genome-wide association study and genetic risk score for age at diabetes diagnosis support beta-cell dysfunction in young-onset diabetes in Chinese

Man Wo Tsang, Baoqi Fan, Claudia H.T. Tam, Chiu-Chi Tsang, Cadmon K.P. Lim, Grace Yee Wai Kam, Andrea O. Y. Luk, Raymond Wan, Grace Hui, Si Lok, Aimin Yang, Stanley Hok-King Lo, Ip Tim Lau, Gechang Yu, Brian Tomlinson, Elaine Chow, Alice P.S. Kong, Eric S. H. Lau, Risa Ozaki, Chan Ting-Fung, June K.Y. Li, Juliana C.N. Chan, Yu Huang, Jenny Yin‐Yan Leung, Alex C.W. Ng, Wing-yee So, Shing‐Chung Siu, Kevin Y.L. Yip, Chun‐Chung Chow, Yuk Lun Cheng, Emmy Lau, V.T.F. Yeung, Elaine Y. N. Cheung, O Chun-Kwun, Samuel YS Wong, Nelson L. S. Tang, Chuiguo Huang, Juliana N.M. Lui, Weichuan Yu, Stephen K. W. Tsui, Mai Shi, Samuel Fung, Stephanie H. M. Cheung, Ronald C. W. Ma, Hui-Yao Lan, Cheuk-Chun Szeto, Heung-Man Lee, Kam-Piu Lau, Ka-Fai Lee, Weiping Jia, Alfred Hu, Eric K. P. Lee, Xiaodan Fan, Hongjiang Wu, Dandan Yan, Maggie H. T. Wang, Yingnan Fan
article en

Abstract

Abstract Background We investigated genetic variations driving young age-at-diabetes-diagnosis (ADD) and developed a genetic risk score (GRS) to identify Chinese individuals at risk of young-onset diabetes (YOD with ADD<40). Methods We performed genome-wide association studies (GWAS) for ADD with internal and external replication in 22,611 individuals with type 2 diabetes (T2D, 20% with YOD) and identified Chinese-prioritized loci by conditioning on the polygenic risk score (PRS) of ADD constructed from publicly available datasets. We constructed ADD-GRS using genome-wide independent variants (p<5E-08) and examined its associations with glycemic traits in diabetes and non-diabetes cohorts. Results We identified three independent signals at genome-wide significance ( P < 5×10−8) mapping to CDKAL1 (rs2206734, β=-0.75 (SE:0.13) per copy of T allele, effect allele frequency (EAF)=0.38, p =2.12E-09), PAX4 (rs61160304, β=-1.01 (SE:0.17) per copy of T allele, EAF=0.19, p =2.51E-09), and KCNQ1 (rs2299620, β=-0.77 (SE:0.14) per copy of G allele, EAF=0.70, p=2.80E-08). The variants at PAX4 and KCNQ1 were independent of the genetic liability estimated by ADD-PRS from Europeans and South Indians. In the diabetes cohort, the ADD-GRS was associated with younger ADD, lower C-peptide, higher HbA1c and pathway-specific T2D-PRS for beta-cell+proinsulin and residual glycemia. Using YOD versus later-onset diabetes as a secondary outcome, LINC02783/PADI1 (rs72895704, OR:1.52 per copy of A allele, EAF=0.02, p =1.93E-06) and TARS2P1 (rs145218437, OR: 1.73 per copy of C allele, EAF=0.02, p =7.57E-08) showed suggestive significance. Conclusions Both known and novel T2D loci contribute to ADD in Chinese people and may be used to detect high risk individuals for early intervention to prevent or delay onset of YOD.

Genome MedicineVol. 18(1)
Genetic Associations and Epidemiology
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