Evidence map›Paper›PMID 42550223›Full record

ArticleActa diabetologica2026

Targeted metabolomics identifies associations of plasma ceramides and their ratios with incident type 2 diabetes mellitus.

Chuyi Ruan, Yihui Sheng, Ruyu Xue, Hong Huang, Shaoyan Zhang

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Article in Acta diabetologica, 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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Chuyi Ruan *Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Major Chronic Non-communicable Diseases, Suzhou Medical College of Soochow University, 199 Renai Road, Industrial Park District, Suzhou, 215123, China.
Yihui Sheng *Institute of Suzhou Biobank, Suzhou Center for Disease Control and Prevention, Suzhou, China.
Ruyu Xue *Yangzhou Health Supervision Institute, Yangzhou, China.
Hong HuangDepartment of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Major Chronic Non-communicable Diseases, Suzhou Medical College of Soochow University, 199 Renai Road, Industrial Park District, Suzhou, 215123, China.
Shaoyan ZhangDepartment of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Major Chronic Non-communicable Diseases, Suzhou Medical College of Soochow University, 199 Renai Road, Industrial Park District, Suzhou, 215123, China. zhangsy@suda.edu.cn.ORCID http://orcid.org/0000-0003-4389-0202

Funding

a Project of the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD) in China a Project of the Priority Academic Program Development of Jiangsu Higher Education Institutions (PAPD) in Chinathe National Science Foundation of China (NSFC) Grant Nos. 81773509
6 · The paper itself

Abstract

aimsLimited studies explored the association between ceramides and the risk of type 2 diabetes mellitus (T2DM). We aimed to investigated whether plasma ceramides and their ratios to Cer(d18:1/16:0) would be associated with T2DM in Chinese adult residents.

methodsThis investigation was designed as a matched case-control study nested within a community-based longitudinal cohort in Suzhou, China. Plasma concentrations of eight ceramides (C16-C24) were measured quantitatively in 234 cases and 468 matched controls using high-throughput targeted lipidomics. Conditional logistic regression models were used to estimate odds ratios (ORs). We assessed the improvements in risk discrimination by net reclassification improvement (NRI) and integrated discrimination improvement (IDI).

resultsSeven ceramides (d18:1/16:0, d18:1/18:0, d18:1/20:0, d18:1/22:0, d18:1/22:1, d18:1/24:0, d18:1/24:1) were positively associated with incident T2DM. Among them, Cer(d18:1/24:0) showed the strongest association with increased T2DM risk (OR = 2.17 (95% CI: 1.29,3.66, P-trend < 0.05). Additionally, the ratios of Cer(d18:1/18:0)/Cer(d18:1/16:0) and Cer(d18:1/20:0)/Cer(d18:1/16:0) were significantly associated with T2DM risk, and adjusted ORs for the highest vs. lowest quartiles were 2.11 (95% CI: 1.27,3.51), and 1.69 (95% CI: 1.04,2.76), respectively (all P-trend < 0.05). The addition of individual ceramides or ceramide ratios to conventional risk factors significantly improved the discrimination and risk reclassification (all P < 0.05).

conclusionsDistinct plasma ceramides are associated with the T2DM risk and Cer(d18:1/24:0) serves as the strongest predictive marker. Moreover, the ratios of Cer(d18:1/18:0)/Cer(d18:1/16:0) and Cer(d18:1/20:0)/Cer(d18:1/16:0) are also particularly robust independent predictors of incident T2DM. Ceramides and their ratios can be used to identify high-risk patients with T2DM, providing targets for the primary and secondary prevention of T2DM.

Indexed as

CeramideCeramide ratioNested case-control studyRisk predictionType 2 diabetes mellitus

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