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Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status

BACKGROUND: A lthough the triglyceride-glucose (TyG) index has been shown to closely correlate with cardiometabolic outcomes and predict cardiovascular events in many groups, it remains unclear whether obese status in young and middle-aged adults is associated with long-term unfavorable cardiovascul...

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Autores principales: Chen, Weihua, Ding, Shan, Tu, Jiabin, Xiao, Guitao, Chen, Kaihong, Zhang, Yanbin, Huang, Rongchong, Liao, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193684/
https://www.ncbi.nlm.nih.gov/pubmed/37202751
http://dx.doi.org/10.1186/s12944-023-01834-y
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author Chen, Weihua
Ding, Shan
Tu, Jiabin
Xiao, Guitao
Chen, Kaihong
Zhang, Yanbin
Huang, Rongchong
Liao, Ying
author_facet Chen, Weihua
Ding, Shan
Tu, Jiabin
Xiao, Guitao
Chen, Kaihong
Zhang, Yanbin
Huang, Rongchong
Liao, Ying
author_sort Chen, Weihua
collection PubMed
description BACKGROUND: A lthough the triglyceride-glucose (TyG) index has been shown to closely correlate with cardiometabolic outcomes and predict cardiovascular events in many groups, it remains unclear whether obese status in young and middle-aged adults is associated with long-term unfavorable cardiovascular events. This warrants further investigation. METHODS: This retrospective cohort study analyzed data from the National Health and Nutrition Examination Survey spanning the years 1999–2018, with follow-up for mortality status until December 31, 2019. To categorize participants based on the TyG level, the optimal critical value was determined through restricted cubic spline function analysis, dividing them into high and low TyG groups. The study assessed the relationship between TyG and cardiovascular events and all-cause mortality in young and middle-aged adults stratified by obesity status. Kaplan‒Meier and Cox proportional risk models were used to analyze the data. RESULTS: During a follow-up period of 123 months, a high TyG index increased the risk of cardiovascular events by 63% (P = 0.040) and the risk of all-cause mortality by 32% (P = 0.010) in individuals after adjusting for all covariates. High TyG was shown to be linked to cardiovascular events in obese people (Model 3: HR = 2.42, 95% CI = 1.13–5.12, P = 0.020); however, there was no significant difference in TyG groups for nonobese adults in Model 3 (P = 0.08). CONCLUSIONS: TyG was independently associated with harmful long-term cardiovascular events in young and middle-aged US populations, with a stronger association observed in those who were obese. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12944-023-01834-y.
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spelling pubmed-101936842023-05-19 Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status Chen, Weihua Ding, Shan Tu, Jiabin Xiao, Guitao Chen, Kaihong Zhang, Yanbin Huang, Rongchong Liao, Ying Lipids Health Dis Research BACKGROUND: A lthough the triglyceride-glucose (TyG) index has been shown to closely correlate with cardiometabolic outcomes and predict cardiovascular events in many groups, it remains unclear whether obese status in young and middle-aged adults is associated with long-term unfavorable cardiovascular events. This warrants further investigation. METHODS: This retrospective cohort study analyzed data from the National Health and Nutrition Examination Survey spanning the years 1999–2018, with follow-up for mortality status until December 31, 2019. To categorize participants based on the TyG level, the optimal critical value was determined through restricted cubic spline function analysis, dividing them into high and low TyG groups. The study assessed the relationship between TyG and cardiovascular events and all-cause mortality in young and middle-aged adults stratified by obesity status. Kaplan‒Meier and Cox proportional risk models were used to analyze the data. RESULTS: During a follow-up period of 123 months, a high TyG index increased the risk of cardiovascular events by 63% (P = 0.040) and the risk of all-cause mortality by 32% (P = 0.010) in individuals after adjusting for all covariates. High TyG was shown to be linked to cardiovascular events in obese people (Model 3: HR = 2.42, 95% CI = 1.13–5.12, P = 0.020); however, there was no significant difference in TyG groups for nonobese adults in Model 3 (P = 0.08). CONCLUSIONS: TyG was independently associated with harmful long-term cardiovascular events in young and middle-aged US populations, with a stronger association observed in those who were obese. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12944-023-01834-y. BioMed Central 2023-05-18 /pmc/articles/PMC10193684/ /pubmed/37202751 http://dx.doi.org/10.1186/s12944-023-01834-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Chen, Weihua
Ding, Shan
Tu, Jiabin
Xiao, Guitao
Chen, Kaihong
Zhang, Yanbin
Huang, Rongchong
Liao, Ying
Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title_full Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title_fullStr Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title_full_unstemmed Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title_short Association between the insulin resistance marker TyG index and subsequent adverse long-term cardiovascular events in young and middle-aged US adults based on obesity status
title_sort association between the insulin resistance marker tyg index and subsequent adverse long-term cardiovascular events in young and middle-aged us adults based on obesity status
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10193684/
https://www.ncbi.nlm.nih.gov/pubmed/37202751
http://dx.doi.org/10.1186/s12944-023-01834-y
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