Evidence map›Paper›PMID 41867892›Full record

ArticleVascular health and risk management2026

A Nonlinear Association Between Gamma-Glutamyltransferase to High-Density Lipoprotein Cholesterol Ratio and Arterial Stiffness in Japanese Population: A Secondary Analysis Based on a Cross-Sectional Study.

Liu-Ming Shi, Yu-Xu Gao, Jia-Qi Yang, Li-Li Wang, Gui-Ming Wang

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Article in Vascular health and risk management, 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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5 authors.

Liu-Ming ShiDepartment of Vascular Surgery, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, People's Republic of China.
Yu-Xu GaoDepartment of Vascular Surgery, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, People's Republic of China.
Jia-Qi YangDepartment of Vascular Surgery, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, People's Republic of China.
Li-Li WangDepartment of Gynaecology, The First Hospital of Shanxi Medical University, Taiyuan, People's Republic of China.
Gui-Ming WangDepartment of Vascular Surgery, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Evidences suggested that gamma-glutamyltransferase (GGT) to high-density lipoprotein cholesterol (HDL-C) ratio (GTHR) was a reliable surrogate indicator for fatty liver disease, diabetes, metabolic syndrome. However, the relationship between GTHR and the presence of arterial stiffness remains unclear in healthy population. In the present study, we aimed to explore the association between GTHR and arterial stiffness (AS) in a health check-up population from Japan. Methods: This study is a secondary analysis from a health check-up program carried out at Murakami Memorial Hospital, Gifu, Japan between March 2004 and December 2012. A total of 912 individuals were included in this study. Patients were divided into three groups according to the tertiles of LogGTHR. The univariate linear regression model and the multivariate models were performed to explore the association between between LogGTHR and baPWV. Smoothed curve fit analysis was used to explore the linear or the nonlinear relationship between LogGTHR and baPWV. The modification and interaction of subgroup were inspected by the likelihood ration test. Results: After adjusting for confounders, there is a nonlinear relationship between LogGTHR and baPWV (β=30.08, 95%CI: -33.12 to 93.29, Conclusion: In this cross-sectional study, there was a nonlinear positive association between LogGTHR and AS. LogGTHR was positively related with baPWV when less than 1.43, while this association was negative when LogGTHR was >1.43.

Indexed as

Cholesterol, HDLgamma-GlutamyltransferaseVascular StiffnessAdultAgedAnkle Brachial IndexBiomarkersCross-Sectional StudiesEast Asian PeopleFemaleHumansJapanLinear ModelsMaleMiddle AgedMultivariate AnalysisBiomarkersCholesterol, HDLgamma-GlutamyltransferaseGGT1 protein, humanarterial stiffnessbrachial-ankle pulse wave velocitygamma-glutamyltransferase to high-density lipoprotein cholesterol ratio

Identifiers

PMID41867892
PMCPMC13005245

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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.