Skip to main content

ORIGINAL RESEARCH article

Front. Cardiovasc. Med.

Sec. Cardiovascular Epidemiology and Prevention

Volume 12 - 2025 | doi: 10.3389/fcvm.2025.1583614

This article is part of the Research Topic Exploring the Interplay Between Nutrition, Trace Elements, and Cardiovascular Health View all articles

Inverse association between triglyceride-glucose index and Maximal Oxygen Uptake in US young and middle-aged population : a cross-sectional study

Provisionally accepted
Dong Li Dong Li 1Junxing Lai Junxing Lai 1Dan Li Dan Li 1Yongfeng Li Yongfeng Li 1Peng Wang Peng Wang 1Shangan Cai Shangan Cai 1Qiang Ren Qiang Ren 1Bin Zhang Bin Zhang 1,2*
  • 1 Jiangmen Central Hospital, Jiangmen, Guangdong, China
  • 2 The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong Province, China

The final, formatted version of the article will be published soon.

    Background:The triglyceride-glucose (TyG) index has been linked to impaired cardiovascular fitness (CVF). Nevertheless, the available evidence regarding the direct relationship between TyG index and Maximal oxygen uptake (VO2max) is 2 inadequate.The objective of this study is to investigate the association between TyG index and VO2max.:We conducted a retrospective cross-sectional study involving 3571 participants who completed an examination of CVF from the National Health and Nutrition Examination Survey (NHANES) 1999-2004. Triglycerides, glucose and VO2max were obtained from all participants. The TyG index was calculated by Ln[TG(mg/dL) × FPG(mg/dl)/2]. Linear regression were utilized to substantiate the research objectives.Results:Complex sampling design and mobile examination center sample weights were considered. In multivariable linear regression analyses, TyG index with per 1 unit increased was associated with decreased VO2max ( β=-1.24, 95%CI(-1.97, -0.51), p=0.002) when expressed as a continuous variable, independent of confounders.When TyG was converted into a categorical variable based on 4 quartile data.Compared to the lowest TyG quintile (Q1: 6.750~7.887), the fully β for Q4 (8.672~12.481) was -1.91 (95% CI: -3.24, -0.57, p <0.007). A significant interaction (p=0.007) between sex and the TyG index for VO2max was found in the population when subgroup analysis was performed. The results of the sensitivity analysis remained stable. Mediation analysis showed the direct effect of TyG index was -1.467(-2.019, -0.948) and total effect was -1.813 (-2.377, -1.286). The mediation effect of DBP was -0.389(-0.526, -0.268), WBC was -0.308(-0.432, -0.177) and CRP was -0.252 (-0.453, -0.135). HGB exerted a suppressing effect on the relationship between the TyG index and VO2max, with a value of 1.469(1.252, 1.702). The p values for all the above effects were less than 0.05.Conclusions:Among young and middle-aged population in the US, TyG was significantly adverse associated with levels of VO2max. Female may exert an interaction on TyG. Evidence supported DBP, WBC and CRP as intervening variables through which TyG exerts its influence on VO2max. HGB may overrule the potential inverse association between TyG index on VO2max.

    Keywords: TyG index, VO2max, Cross-sectional study, NHANES, adverse

    Received: 26 Feb 2025; Accepted: 11 Mar 2025.

    Copyright: © 2025 Li, Lai, Li, Li, Wang, Cai, Ren and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Bin Zhang, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, Guangdong Province, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

    Research integrity at Frontiers

    Man ultramarathon runner in the mountains he trains at sunset

    94% of researchers rate our articles as excellent or good

    Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


    Find out more