Evidence mapPaperPMID 42321721Full record

ArticleBMC endocrine disorders2026

Joint association of TyG-ABSI composite index and inflammatory score with diabetes in middle-aged and older Chinese adults: a prospective cohort study from CHARLS (2011-2020).

Qingqing Liu, Kunjie Zheng, Liping Hou

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Article in BMC endocrine disorders, 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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5 · Who and what money

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3 authors.

Qingqing LiuDepartment of Endocrinology, Hengshui People's Hospital, Hengshui, 053000, China.
Kunjie ZhengDepartment of Endocrinology, Hengshui People's Hospital, Hengshui, 053000, China.
Liping HouDepartment of Endocrinology, Hengshui People's Hospital, Hengshui, 053000, China. houliping0819@126.com.

Funding

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6 · The paper itself

Abstract

backgroundDiabetes mellitus represents a major global public health challenge, especially in middle-aged and older populations. The triglyceride-glucose A Body Shape Index (TyG-ABSI) composite index and inflammatory score are potential predictors of type 2 diabetes mellitus (T2DM). However, their independent and joint associations with incident T2DM in middle-aged and older Chinese adults remain unclear.

methodsData were obtained from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2020), including 6,216 participants without diabetes at baseline. The TyG-ABSI index and inflammatory score (constructed from high-sensitivity C-reactive protein and white blood cell counts) were calculated. Multivariate Cox regression models, restricted cubic splines were used to evaluate their associations with incident T2DM.

resultsHigher TyG-ABSI and higher inflammatory score were independently associated with an increased T2DM risk (fully adjusted hazard ratio [HR]: 1.42, 95% confidence interval [CI]: 1.17-1.72 and 1.21, 95% CI: 1.02-1.44, respectively). Participants with concurrent high TyG-ABSI and high inflammatory score had a 69% higher T2DM risk (HR: 1.69, 95% CI: 1.30-2.21) than the reference group. Restricted cubic spline analyses showed approximately linear dose-response relationships. The combined index demonstrated superior discriminative ability (Harrell's C-index) and significantly improved risk reclassification (NRI) and overall discrimination (IDI) compared with traditional risk factors alone.

conclusionTyG-ABSI composite index and inflammatory score were independently and jointly associated with incident T2DM in middle-aged and older Chinese adults. This combined application can improve T2DM risk stratification and facilitate early prevention. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

BiomarkersBlood GlucoseBody Mass IndexDiabetes Mellitus, Type 2InflammationTriglyceridesAgedChinaC-Reactive ProteinEast Asian PeopleFemaleFollow-Up StudiesHumansIncidenceLongitudinal StudiesMaleBiomarkersBlood GlucoseC-Reactive ProteinTriglyceridesCHARLSInflammationTyG-ABSIType 2 diabetes

Identifiers

PMID42321721
PMCPMC13374195

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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 Socratic graph.