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Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study
BACKGROUND: Previous studies has shown a significant relationship between baseline triglyceride-glucose (TyG) index and subsequent cardiovascular disease (CVD). However, the effect of longitudinal changes in TyG index on the risk of CVD remains uncertain. This study aimed to investigate the associat...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157734/ https://www.ncbi.nlm.nih.gov/pubmed/34039351 http://dx.doi.org/10.1186/s12933-021-01305-7 |
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author | Wang, Anxin Tian, Xue Zuo, Yingting Chen, Shuohua Meng, Xia Wu, Shouling Wang, Yongjun |
author_facet | Wang, Anxin Tian, Xue Zuo, Yingting Chen, Shuohua Meng, Xia Wu, Shouling Wang, Yongjun |
author_sort | Wang, Anxin |
collection | PubMed |
description | BACKGROUND: Previous studies has shown a significant relationship between baseline triglyceride-glucose (TyG) index and subsequent cardiovascular disease (CVD). However, the effect of longitudinal changes in TyG index on the risk of CVD remains uncertain. This study aimed to investigate the association between change in TyG index and the risk of CVD in the general population. METHODS: The current study included 62,443 Chinese population who were free of CVD. The TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2], and change in TyG index was defined as the difference between the TyG index in 2010 and that in 2006. Multivariable-adjusted Cox proportional hazard models and restricted cubic spline analysis were used to examine the association between change in TyG index and the risk of CVD. RESULTS: During a median follow-up of 7.01 years, 2530 (4.05%) incident CVD occurred, including 2018 (3.23%) incident stroke and 545 (0.87%) incident myocardial infarction (MI). The risk of developing CVD increased with the quartile of change in TyG index, after adjustment for multiple potential confounders, the hazard ratios for the Q4 group versus the Q1 group were 1.37 (95% confidence interval [CI], 1.21–1.54) for the overall CVD, 1.38 (95% CI, 1.19–1.60) for stroke, and 1.36 (95% CI, 1.05–1.76) for MI. Restricted cubic spline analysis also showed a cumulative increase in the risk of CVD with increases in the magnitude of change in TyG index. The addition of change in TyG index to a baseline risk model for CVD improved the C-statistics (P = 0.0097), integrated discrimination improvement value (P < 0.0001), and category-free net reclassification improvement value (P < 0.0001). Similar results were observed for stroke and MI. CONCLUSIONS: Substantial changes in TyG index independently predict the risk of CVD in the general population. Monitoring long-term changes in TyG may assist with in the early identification of individuals at high risk of CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-021-01305-7. |
format | Online Article Text |
id | pubmed-8157734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81577342021-05-28 Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study Wang, Anxin Tian, Xue Zuo, Yingting Chen, Shuohua Meng, Xia Wu, Shouling Wang, Yongjun Cardiovasc Diabetol Original Investigation BACKGROUND: Previous studies has shown a significant relationship between baseline triglyceride-glucose (TyG) index and subsequent cardiovascular disease (CVD). However, the effect of longitudinal changes in TyG index on the risk of CVD remains uncertain. This study aimed to investigate the association between change in TyG index and the risk of CVD in the general population. METHODS: The current study included 62,443 Chinese population who were free of CVD. The TyG index was calculated as ln [fasting triglyceride (mg/dL) × fasting glucose (mg/dL)/2], and change in TyG index was defined as the difference between the TyG index in 2010 and that in 2006. Multivariable-adjusted Cox proportional hazard models and restricted cubic spline analysis were used to examine the association between change in TyG index and the risk of CVD. RESULTS: During a median follow-up of 7.01 years, 2530 (4.05%) incident CVD occurred, including 2018 (3.23%) incident stroke and 545 (0.87%) incident myocardial infarction (MI). The risk of developing CVD increased with the quartile of change in TyG index, after adjustment for multiple potential confounders, the hazard ratios for the Q4 group versus the Q1 group were 1.37 (95% confidence interval [CI], 1.21–1.54) for the overall CVD, 1.38 (95% CI, 1.19–1.60) for stroke, and 1.36 (95% CI, 1.05–1.76) for MI. Restricted cubic spline analysis also showed a cumulative increase in the risk of CVD with increases in the magnitude of change in TyG index. The addition of change in TyG index to a baseline risk model for CVD improved the C-statistics (P = 0.0097), integrated discrimination improvement value (P < 0.0001), and category-free net reclassification improvement value (P < 0.0001). Similar results were observed for stroke and MI. CONCLUSIONS: Substantial changes in TyG index independently predict the risk of CVD in the general population. Monitoring long-term changes in TyG may assist with in the early identification of individuals at high risk of CVD. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-021-01305-7. BioMed Central 2021-05-26 /pmc/articles/PMC8157734/ /pubmed/34039351 http://dx.doi.org/10.1186/s12933-021-01305-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 | Original Investigation Wang, Anxin Tian, Xue Zuo, Yingting Chen, Shuohua Meng, Xia Wu, Shouling Wang, Yongjun Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title | Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title_full | Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title_fullStr | Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title_full_unstemmed | Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title_short | Change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
title_sort | change in triglyceride-glucose index predicts the risk of cardiovascular disease in the general population: a prospective cohort study |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8157734/ https://www.ncbi.nlm.nih.gov/pubmed/34039351 http://dx.doi.org/10.1186/s12933-021-01305-7 |
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