Evidence map›Paper›PMID 42183180›Full record

ArticleAtherosclerosis plus2026

Sex-specific associations of the triglyceride-glucose index with systemic inflammation and arterial stiffness in adults with normal glucose and triglyceride levels.

Wei-Chen Shen, Hung-Yu Chen, I-Hsuan Wu, Fei-Lin Su, Wen-Huang Lee, Jui-Ting Tai, Yu-Tsung Chou, Shih-Hung Chan

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Article in Atherosclerosis plus, 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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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Wei-Chen ShenDepartment of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Hung-Yu ChenDepartment of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
I-Hsuan WuDepartment of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Fei-Lin SuDepartment of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Wen-Huang LeeHealth Management Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Jui-Ting TaiHealth Management Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Yu-Tsung ChouDepartment of Family Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Shih-Hung ChanHealth Management Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The triglyceride-glucose (TyG) index is a surrogate marker of insulin resistance. However, its clinical relevance in individuals with strictly normal fasting glucose and triglyceride levels remains unclear. We aimed to investigate the sex-specific associations of the TyG index with systemic inflammation and arterial stiffness among adults with normal fasting glucose and triglyceride levels. Methods: This cross-sectional study included 2,574 apparently healthy adults (1,300 males and 1,274 females) with fasting plasma glucose <100 mg/dL and triglycerides <150 mg/dL. Elevated systemic inflammation was defined as high-sensitivity C-reactive protein (hsCRP) > 3.0 mg/L, and increased arterial stiffness as brachial-ankle pulse wave velocity (baPWV) ≥1,400 cm/s. Sex-stratified multivariable logistic regression was used to evaluate these associations across TyG quartiles. Results: In females, higher TyG quartiles were independently associated with both outcomes. Compared with the lowest quartile (Q1), adjusted odds ratios (AORs) in females for elevated hsCRP were 2.44 (95% CI, 1.36-4.39) for Q3 and 2.95 (1.65-5.29) for Q4. For increased arterial stiffness, AORs in females were 2.46 (1.34-4.53), 2.39 (1.31-4.36) and 2.44 (1.34-4.45) for Q2-Q4, respectively. Conversely, no significant independent associations were identified in males across all quartiles. A significant sex-interaction was observed for elevated hsCRP (p < 0.001). Conclusion: Among adults with normal fasting glucose and triglyceride levels, a higher TyG index is independently associated with subclinical inflammation and arterial stiffness, predominantly in females. These findings suggest that the TyG index may help identify early cardiometabolic vulnerability in women even within conventionally normal metabolic ranges.

Indexed as

Arterial stiffnessBrachial-ankle pulse wave velocityHigh sensitivity C-Reactive proteinhsCRPTriglyceride-glucose indexTyG index

Identifiers

PMID42183180
PMCPMC13194628

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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.