Evidence map›Paper›PMID 42643267›Full record

ArticleFrontiers in cardiovascular medicine2026

Sex and age-specific gamma-glutamyl transferase to high-density lipoprotein cholesterol ratio: a potential marker of subclinical arterial stiffness elevation.

Yi-Chih Chang, Ting-Yu Lin, Wen-Cheng Li

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Article in Frontiers in cardiovascular 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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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

3 authors.

Yi-Chih ChangDepartment of Cardiology, Xiamen Chang Gung Hospital, Xiamen, China.
Ting-Yu LinDepartment of Medical Education, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
Wen-Cheng LiDepartment of Family Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The gamma-glutamyl transferase to high-density lipoprotein cholesterol ratio (GGT/HDL-C) integrates oxidative stress and lipid dysregulation, but its relationship with subclinical arterial stiffness elevation (SASE) and potential sex- and age-specific differences remains unclear. This study examined the association between GGT/HDL-C and SASE, assessed using brachial-ankle pulse wave velocity (baPWV), in an asymptomatic adult population. Methods: This cross-sectional study included 10,518 adults who underwent routine self-paid health examinations at Xiamen Chang Gung Hospital between 2013 and 2016. Clinical, biochemical, and vascular parameters were assessed. SASE was defined as a mean baPWV >1,700 cm/s. Participants were stratified by sex and age (≤50 and >50 years) and categorized into sex- and age-specific tertiles of GGT/HDL-C. Hierarchical logistic regression models were adjusted for age, fasting glucose, triglycerides, low-density lipoprotein cholesterol, alcohol intake, and lipid-lowering medication use. Receiver operating characteristic analyses were performed to evaluate discriminatory performance. Results: The study included 5,877 men and 4,641 women, with a median age of 46 years; 799 participants (7.6%) had SASE. Higher GGT/HDL-C tertiles were associated with less favorable cardiometabolic profiles and progressively higher baPWV. In the fully adjusted model, the highest versus lowest GGT/HDL-C tertile was associated with increased odds of SASE in men >50 years (odds ratio [OR], 1.823; 95% confidence interval [CI], 1.303-2.550), women ≤50 years (OR, 4.620; 95% CI, 1.012-21.101), and women >50 years (OR, 1.435; 95% CI, 1.009-2.040). In men ≤50 years, the association was positive but of borderline statistical significance (OR, 1.877; 95% CI, 0.994-3.544). Sensitivity analyses yielded generally consistent findings. GGT/HDL-C alone demonstrated modest discriminatory performance, which was better in women than in men. Discussion: Higher GGT/HDL-C ratios were associated with SASE, with variations in the magnitude and statistical precision of the associations across sex and age groups. The GGT/HDL-C ratio may serve as an adjunctive biomarker for preliminary vascular risk stratification. However, its modest stand-alone discriminatory performance and the cross-sectional, single-center study design warrant cautious interpretation and external validation.

Indexed as

arterial stiffnessbrachial-ankle pulse wave velocitycardiovascular riskgamma-glutamyl transferaseGGT/HDL-C ratioHDL-Csubclinical arterial stiffness elevation

Identifiers

PMID42643267
PMCPMC13503325

What Socratic holds

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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.