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Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study

BACKGROUND: High triglyceride-glucose index (TyG) is a major risk factor for heart failure, but the long-term effect of high TyG index on the risk of developing heart failure remains unclear. Therefore, we aimed to determine the relationship between the cumulative exposure to TyG index and the risk...

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Autores principales: Zheng, Huancong, Chen, Guanzhi, Wu, Kuangyi, Wu, Weiqiang, Huang, Zegui, Wang, Xianxuan, Chen, Zekai, Cai, Zefeng, Cai, Zhiwei, Lan, Yulong, Wu, Shouling, Chen, Youren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476374/
https://www.ncbi.nlm.nih.gov/pubmed/37667253
http://dx.doi.org/10.1186/s12933-023-01967-5
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author Zheng, Huancong
Chen, Guanzhi
Wu, Kuangyi
Wu, Weiqiang
Huang, Zegui
Wang, Xianxuan
Chen, Zekai
Cai, Zefeng
Cai, Zhiwei
Lan, Yulong
Wu, Shouling
Chen, Youren
author_facet Zheng, Huancong
Chen, Guanzhi
Wu, Kuangyi
Wu, Weiqiang
Huang, Zegui
Wang, Xianxuan
Chen, Zekai
Cai, Zefeng
Cai, Zhiwei
Lan, Yulong
Wu, Shouling
Chen, Youren
author_sort Zheng, Huancong
collection PubMed
description BACKGROUND: High triglyceride-glucose index (TyG) is a major risk factor for heart failure, but the long-term effect of high TyG index on the risk of developing heart failure remains unclear. Therefore, we aimed to determine the relationship between the cumulative exposure to TyG index and the risk of heart failure. METHODS: A total of 56,149 participants from the Kailuan Study, who participated in three consecutive health examinations in 2006, 2008, and 2010 and had no history of heart failure or cancer were recruited for this study. The cumulative TyG index was calculated as the weighted sum (value × time) of the mean TyG index for each time interval. The participants were placed into quartiles based on their cumulative TyG index. The study ended on December 31, 2020, and the primary outcome was new-onset heart failure during the follow-up period. In addition, a Cox proportional hazards regression model and a restricted cubic spline analysis were used to further evaluate the relationship between cumulative TyG index and the risk of heart failure. RESULTS: During a median follow-up period of 10.04 years, a total of 1,312 new heart failure events occurred. After adjustment for potential confounding factors, the Cox regression analysis showed that the hazard ratios (95% confidence intervals) for the risk of heart failure in the Q2, Q3, and Q4 groups were 1.02 (0.83,1.25), 1.29 (1.07,1.56) and 1.40 (1.15,1.71), respectively, vs. the Q1 group. The subgroup analysis showed a significant interaction between cumulative TyG index and BMI or waist circumference, but there was no interaction between age, sex and cumulative TyG index. The restricted cubic spline analysis showed a dose-response relationship between cumulative TyG index and the risk of heart failure. In addition, the sensitivity analysis generated results that were consistent with the primary results. CONCLUSIONS: High cumulative TyG index is associated with a higher risk of heart failure. Thus, the TyG index may be useful for the identification of individuals at high risk of heart failure. The present findings emphasize the importance of the long-term monitoring of the TyG index in clinical practice. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01967-5.
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spelling pubmed-104763742023-09-05 Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study Zheng, Huancong Chen, Guanzhi Wu, Kuangyi Wu, Weiqiang Huang, Zegui Wang, Xianxuan Chen, Zekai Cai, Zefeng Cai, Zhiwei Lan, Yulong Wu, Shouling Chen, Youren Cardiovasc Diabetol Research BACKGROUND: High triglyceride-glucose index (TyG) is a major risk factor for heart failure, but the long-term effect of high TyG index on the risk of developing heart failure remains unclear. Therefore, we aimed to determine the relationship between the cumulative exposure to TyG index and the risk of heart failure. METHODS: A total of 56,149 participants from the Kailuan Study, who participated in three consecutive health examinations in 2006, 2008, and 2010 and had no history of heart failure or cancer were recruited for this study. The cumulative TyG index was calculated as the weighted sum (value × time) of the mean TyG index for each time interval. The participants were placed into quartiles based on their cumulative TyG index. The study ended on December 31, 2020, and the primary outcome was new-onset heart failure during the follow-up period. In addition, a Cox proportional hazards regression model and a restricted cubic spline analysis were used to further evaluate the relationship between cumulative TyG index and the risk of heart failure. RESULTS: During a median follow-up period of 10.04 years, a total of 1,312 new heart failure events occurred. After adjustment for potential confounding factors, the Cox regression analysis showed that the hazard ratios (95% confidence intervals) for the risk of heart failure in the Q2, Q3, and Q4 groups were 1.02 (0.83,1.25), 1.29 (1.07,1.56) and 1.40 (1.15,1.71), respectively, vs. the Q1 group. The subgroup analysis showed a significant interaction between cumulative TyG index and BMI or waist circumference, but there was no interaction between age, sex and cumulative TyG index. The restricted cubic spline analysis showed a dose-response relationship between cumulative TyG index and the risk of heart failure. In addition, the sensitivity analysis generated results that were consistent with the primary results. CONCLUSIONS: High cumulative TyG index is associated with a higher risk of heart failure. Thus, the TyG index may be useful for the identification of individuals at high risk of heart failure. The present findings emphasize the importance of the long-term monitoring of the TyG index in clinical practice. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-023-01967-5. BioMed Central 2023-09-04 /pmc/articles/PMC10476374/ /pubmed/37667253 http://dx.doi.org/10.1186/s12933-023-01967-5 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
Zheng, Huancong
Chen, Guanzhi
Wu, Kuangyi
Wu, Weiqiang
Huang, Zegui
Wang, Xianxuan
Chen, Zekai
Cai, Zefeng
Cai, Zhiwei
Lan, Yulong
Wu, Shouling
Chen, Youren
Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title_full Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title_fullStr Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title_full_unstemmed Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title_short Relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
title_sort relationship between cumulative exposure to triglyceride-glucose index and heart failure: a prospective cohort study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476374/
https://www.ncbi.nlm.nih.gov/pubmed/37667253
http://dx.doi.org/10.1186/s12933-023-01967-5
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