Evidence map›Paper›PMID 43015912›Full record

ArticleGenome medicine2026

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

Baoqi Fan, Claudia H T Tam, Andrea O Y Luk, Eric S H Lau, Cadmon K P Lim, Mai Shi, Raymond Wan, Stephanie H M Cheung, Yingnan Fan, Alex C W Ng and 48 more

Abstract read
In one paragraph

Article in Genome medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

58 authors.

Baoqi FanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Claudia H T TamDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Andrea O Y LukDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Eric S H LauDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Cadmon K P LimDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Mai ShiDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Raymond WanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Stephanie H M CheungDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Yingnan FanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Alex C W NgDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Hongjiang WuDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Aimin YangDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Juliana N M LuiDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Heung-Man LeeDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Elaine ChowDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Alice P S KongDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Risa OzakiDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Chun-Kwun ODepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Gechang YuDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Chuiguo HuangDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Maggie H T WangJockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Samuel Y S WongJockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Eric K P LeeJockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Alfred HuCUHK-SJTU Joint Research Centre in Diabetes Genomics and Precision Medicine, Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Dandan YanShanghai Sixth People Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Weiping JiaCUHK-SJTU Joint Research Centre in Diabetes Genomics and Precision Medicine, Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Ka-Fai LeeDepartment of Medicine and Geriatrics, Kwong Wah Hospital, Hong Kong, China.
Shing-Chung SiuDiabetes Centre, Tung Wah Eastern Hospital, Hong Kong, China.
Grace HuiDiabetes Centre, Tung Wah Eastern Hospital, Hong Kong, China.
Chiu-Chi TsangDiabetes and Education Centre, Alice Ho Miu Ling Nethersole Hospital, Hong Kong, China.
Kam-Piu LauNorth District Hospital, Hong Kong, China.
Jenny Y Y LeungDepartment of Medicine and Geriatrics, Ruttonjee Hospital, Hong Kong, China.
Elaine Y N CheungDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Man Wo TsangDepartment of Medicine and Geriatrics, United Christian Hospital, Hong Kong, China.
Grace KamDepartment of Medicine and Geriatrics, United Christian Hospital, Hong Kong, China.
Ip-Tim LauTseung Kwan O Hospital, Hong Kong, China.
June K Y LiDepartment of Medicine, Yan Chai Hospital, Hong Kong, China.
Vincent T F YeungCentre for Diabetes Education and Management, Our Lady of Maryknoll Hospital, Hong Kong, China.
Emmy LauDepartment of Medicine, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China.
Stanley LoDepartment of Medicine, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China.
Samuel FungDepartment of Medicine and Geriatrics, Princess Margaret Hospital, Hong Kong, China.
Yuk Lun ChengDepartment of Medicine, Alice Ho Miu Ling Nethersole Hospital, Hong Kong, China.
Chun-Chung ChowDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Xiaodan FanDepartment of Statistics and Data Science, The Chinese University of Hong Kong, Hong Kong, China.
Ting-Fung ChanSchool of Life Sciences, The Chinese University of Hong Kong, Hong Kong, China.
Kevin Y L YipDepartment of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China.
Si LokCentre for Applied Genomics, The Hospital for Sick Children, Toronto, Canada.
Weichuan YuDepartment of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China.
Stephen K W TsuiSchool of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Hui-Yao LanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Cheuk-Chun SzetoDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Nelson L S TangDepartment of Chemical Pathology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China.
Brian TomlinsonSchool of Medicine, The Chinese University of Hong Kong - Shenzhen, Shenzhen, China.
Yu HuangDepartment of Biomedical Sciences, The City University of Hong Kong, Hong Kong, China.
Wing-Yee SoDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Ronald C W MaDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China.
Juliana C N ChanDepartment of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong, China. jchan@cuhk.edu.hk.ORCID http://orcid.org/0000-0003-1325-1194
Hong Kong Diabetes Biobank Study Group and TRANSCEND Consortium

Funding

the Hong Kong Government Health and Medical Research Fund CFS-CUHK2the Research Grants Council Theme-based Research Scheme and the Research Grants Council Research Impact Fund R4012-18
6 · The paper itself

Abstract

backgroundWe 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).

methodsWe 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.

resultsWe 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.

conclusionsBoth 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.

Indexed as

Diabetes Mellitus, Type 2Genome-Wide Association StudyInsulin-Secreting CellsAdultAge of OnsetAllelesAsian PeopleChinaEast Asian PeopleFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreHomeodomain ProteinsHumansMaleMiddle AgedCDKAL1 protein, humanHomeodomain ProteinsPaired Box Transcription FactorsPAX4 protein, humantRNA MethyltransferasesAge at diabetes diagnosisGenetics in Chinese peopleGenome-wide association studiesYoung-onset diabetes

Identifiers

PMID43015912
PMCPMC13756970

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.