Yujian Liang, Charlie G Y Lim, Scott C Ritchie, Nicolas Bertin, Jin-Fang Chai, Jiali Yao, Yun Li, E Shyong Tai, Rob M van Dam, Xueling Sim
{"title":"亚洲人群循环蛋白质组谱与2型糖尿病相关——一项纵向研究","authors":"Yujian Liang, Charlie G Y Lim, Scott C Ritchie, Nicolas Bertin, Jin-Fang Chai, Jiali Yao, Yun Li, E Shyong Tai, Rob M van Dam, Xueling Sim","doi":"10.1210/clinem/dgaf045","DOIUrl":null,"url":null,"abstract":"<p><strong>Context: </strong>Type 2 diabetes (T2D) is a major global concern, with Asia at its epicenter in recent years. Proteins, products of gene transcription, serve as dynamic biomarkers for pinpointing perturbed pathways in disease development. Previous T2D proteomic association studies primarily focused on European populations.</p><p><strong>Objective: </strong>The aim of this study was to investigate the relationship between plasma proteins and the incidence of T2D in Asian individuals.</p><p><strong>Methods: </strong>We examined the association of 4775 plasma proteins with incident T2D in a Singapore multi-ethnic cohort of 1659 Asian individuals (539 cases and 1120 controls) using logistic regression. We used 2-sample mendelian randomization and colocalization analysis to evaluate the causal relationship between proteins and T2D.</p><p><strong>Results: </strong>Our analysis revealed 522 proteins that were associated with incident T2D after adjusting for age, sex, and ethnicity, and 17 proteins that remained statistically significantly associated after adjusting for other T2D risk factors such as fasting glucose, waist circumference, and triglycerides. Among the 522 proteins associated with incident T2D, the change in 205 plasma proteins, observed in parallel with the development of T2D at baseline and 6-year follow-up, were further associated with incident T2D. The associated proteins showed enrichment in neuron generation, glycosaminoglycan binding, and insulin-like growth factor binding. Two-sample mendelian randomization analysis suggested 3 plasma proteins, GSTA1, INHBC, and FGL1, play causal roles in the development of T2D, with colocalization evidence supporting GSTA1 and INHBC.</p><p><strong>Conclusion: </strong>Our findings reveal plasma protein profiles linked to the onset of T2D in Asian populations, offering insights into the biological mechanisms of T2D development.</p>","PeriodicalId":50238,"journal":{"name":"Journal of Clinical Endocrinology & Metabolism","volume":" ","pages":"e3391-e3400"},"PeriodicalIF":5.1000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12448639/pdf/","citationCount":"0","resultStr":"{\"title\":\"Circulating Proteomic Profiles Are Associated With Incident Type 2 Diabetes in Asian Populations.\",\"authors\":\"Yujian Liang, Charlie G Y Lim, Scott C Ritchie, Nicolas Bertin, Jin-Fang Chai, Jiali Yao, Yun Li, E Shyong Tai, Rob M van Dam, Xueling Sim\",\"doi\":\"10.1210/clinem/dgaf045\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Context: </strong>Type 2 diabetes (T2D) is a major global concern, with Asia at its epicenter in recent years. Proteins, products of gene transcription, serve as dynamic biomarkers for pinpointing perturbed pathways in disease development. Previous T2D proteomic association studies primarily focused on European populations.</p><p><strong>Objective: </strong>The aim of this study was to investigate the relationship between plasma proteins and the incidence of T2D in Asian individuals.</p><p><strong>Methods: </strong>We examined the association of 4775 plasma proteins with incident T2D in a Singapore multi-ethnic cohort of 1659 Asian individuals (539 cases and 1120 controls) using logistic regression. We used 2-sample mendelian randomization and colocalization analysis to evaluate the causal relationship between proteins and T2D.</p><p><strong>Results: </strong>Our analysis revealed 522 proteins that were associated with incident T2D after adjusting for age, sex, and ethnicity, and 17 proteins that remained statistically significantly associated after adjusting for other T2D risk factors such as fasting glucose, waist circumference, and triglycerides. Among the 522 proteins associated with incident T2D, the change in 205 plasma proteins, observed in parallel with the development of T2D at baseline and 6-year follow-up, were further associated with incident T2D. The associated proteins showed enrichment in neuron generation, glycosaminoglycan binding, and insulin-like growth factor binding. Two-sample mendelian randomization analysis suggested 3 plasma proteins, GSTA1, INHBC, and FGL1, play causal roles in the development of T2D, with colocalization evidence supporting GSTA1 and INHBC.</p><p><strong>Conclusion: </strong>Our findings reveal plasma protein profiles linked to the onset of T2D in Asian populations, offering insights into the biological mechanisms of T2D development.</p>\",\"PeriodicalId\":50238,\"journal\":{\"name\":\"Journal of Clinical Endocrinology & Metabolism\",\"volume\":\" \",\"pages\":\"e3391-e3400\"},\"PeriodicalIF\":5.1000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12448639/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Clinical Endocrinology & Metabolism\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1210/clinem/dgaf045\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Clinical Endocrinology & Metabolism","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1210/clinem/dgaf045","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Circulating Proteomic Profiles Are Associated With Incident Type 2 Diabetes in Asian Populations.
Context: Type 2 diabetes (T2D) is a major global concern, with Asia at its epicenter in recent years. Proteins, products of gene transcription, serve as dynamic biomarkers for pinpointing perturbed pathways in disease development. Previous T2D proteomic association studies primarily focused on European populations.
Objective: The aim of this study was to investigate the relationship between plasma proteins and the incidence of T2D in Asian individuals.
Methods: We examined the association of 4775 plasma proteins with incident T2D in a Singapore multi-ethnic cohort of 1659 Asian individuals (539 cases and 1120 controls) using logistic regression. We used 2-sample mendelian randomization and colocalization analysis to evaluate the causal relationship between proteins and T2D.
Results: Our analysis revealed 522 proteins that were associated with incident T2D after adjusting for age, sex, and ethnicity, and 17 proteins that remained statistically significantly associated after adjusting for other T2D risk factors such as fasting glucose, waist circumference, and triglycerides. Among the 522 proteins associated with incident T2D, the change in 205 plasma proteins, observed in parallel with the development of T2D at baseline and 6-year follow-up, were further associated with incident T2D. The associated proteins showed enrichment in neuron generation, glycosaminoglycan binding, and insulin-like growth factor binding. Two-sample mendelian randomization analysis suggested 3 plasma proteins, GSTA1, INHBC, and FGL1, play causal roles in the development of T2D, with colocalization evidence supporting GSTA1 and INHBC.
Conclusion: Our findings reveal plasma protein profiles linked to the onset of T2D in Asian populations, offering insights into the biological mechanisms of T2D development.
期刊介绍:
The Journal of Clinical Endocrinology & Metabolism is the world"s leading peer-reviewed journal for endocrine clinical research and cutting edge clinical practice reviews. Each issue provides the latest in-depth coverage of new developments enhancing our understanding, diagnosis and treatment of endocrine and metabolic disorders. Regular features of special interest to endocrine consultants include clinical trials, clinical reviews, clinical practice guidelines, case seminars, and controversies in clinical endocrinology, as well as original reports of the most important advances in patient-oriented endocrine and metabolic research. According to the latest Thomson Reuters Journal Citation Report, JCE&M articles were cited 64,185 times in 2008.