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Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes

BACKGROUND: The triglyceride-glucose (TyG) index is a reliable surrogate marker of insulin resistance and is associated with major adverse cardiovascular events (MACEs) in patients with type 2 diabetes mellitus (T2DM). However, the long-term effect of the TyG index on the incidence of MACEs remains...

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Autores principales: Tai, Shi, Fu, Liyao, Zhang, Ningjie, Yang, Rukai, Zhou, Yuying, Xing, Zhenhua, Wang, Yongjun, Zhou, Shenghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400318/
https://www.ncbi.nlm.nih.gov/pubmed/35999546
http://dx.doi.org/10.1186/s12933-022-01599-1
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author Tai, Shi
Fu, Liyao
Zhang, Ningjie
Yang, Rukai
Zhou, Yuying
Xing, Zhenhua
Wang, Yongjun
Zhou, Shenghua
author_facet Tai, Shi
Fu, Liyao
Zhang, Ningjie
Yang, Rukai
Zhou, Yuying
Xing, Zhenhua
Wang, Yongjun
Zhou, Shenghua
author_sort Tai, Shi
collection PubMed
description BACKGROUND: The triglyceride-glucose (TyG) index is a reliable surrogate marker of insulin resistance and is associated with major adverse cardiovascular events (MACEs) in patients with type 2 diabetes mellitus (T2DM). However, the long-term effect of the TyG index on the incidence of MACEs remains unclear. We aimed to investigate the association between the cumulative TyG index and the risk of MACEs in patients with T2DM. METHODS: This post-hoc analysis of the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial assessed patients’ (T2DM > 3 months) cumulative TyG index and MACE data from the study database. Five fasting blood glucose and triglyceride measurements, at baseline and the first four visits, were taken from 5695 participants who had not experienced MACEs. Cumulative exposure to the TyG index was calculated as the weighted sum of the mean TyG index value for each time interval (value × time). Multivariable-adjusted Cox proportional hazard models and restricted cubic spline analysis were used to determine the association between the cumulative TyG index and MACEs. The incremental predictive value of the cumulative TyG index was further assessed. RESULTS: Over a median follow-up of 5.09 years, 673 (11.82%) MACEs occurred, including 256 (4.50%) cardiovascular disease (CVD) deaths, 288 (5.06%) non-fatal myocardial infarctions (MIs), and 197 (3.46%) strokes. The risk of developing MACEs increased with the cumulative TyG index quartile. After adjusting for multiple potential confounders, the hazard ratios for the very high cumulative TyG index group versus the low group were 1.59 (95% confidence interval [CI], 1.17–2.16), 1.97 (95% CI 1.19–3.26), and 1.66 (95% CI 1.02–2.70) for overall MACEs, CVD death, and non-fatal MI, respectively. Restricted cubic spline analysis also showed a cumulative increase in the risk of MACEs with an increase in the magnitude of the cumulative TyG index. The addition of the cumulative TyG index to a conventional risk model for MACEs improved the C-statistics, net reclassification improvement value, and integrated discrimination improvement value. CONCLUSIONS: In patients with T2DM, the cumulative TyG index independently predicts the incidence of MACEs, and monitoring the long-term TyG index may assist with optimized-for-risk stratification and outcome prediction for MACEs. Trial registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT00000620. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01599-1.
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spelling pubmed-94003182022-08-25 Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes Tai, Shi Fu, Liyao Zhang, Ningjie Yang, Rukai Zhou, Yuying Xing, Zhenhua Wang, Yongjun Zhou, Shenghua Cardiovasc Diabetol Research BACKGROUND: The triglyceride-glucose (TyG) index is a reliable surrogate marker of insulin resistance and is associated with major adverse cardiovascular events (MACEs) in patients with type 2 diabetes mellitus (T2DM). However, the long-term effect of the TyG index on the incidence of MACEs remains unclear. We aimed to investigate the association between the cumulative TyG index and the risk of MACEs in patients with T2DM. METHODS: This post-hoc analysis of the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial assessed patients’ (T2DM > 3 months) cumulative TyG index and MACE data from the study database. Five fasting blood glucose and triglyceride measurements, at baseline and the first four visits, were taken from 5695 participants who had not experienced MACEs. Cumulative exposure to the TyG index was calculated as the weighted sum of the mean TyG index value for each time interval (value × time). Multivariable-adjusted Cox proportional hazard models and restricted cubic spline analysis were used to determine the association between the cumulative TyG index and MACEs. The incremental predictive value of the cumulative TyG index was further assessed. RESULTS: Over a median follow-up of 5.09 years, 673 (11.82%) MACEs occurred, including 256 (4.50%) cardiovascular disease (CVD) deaths, 288 (5.06%) non-fatal myocardial infarctions (MIs), and 197 (3.46%) strokes. The risk of developing MACEs increased with the cumulative TyG index quartile. After adjusting for multiple potential confounders, the hazard ratios for the very high cumulative TyG index group versus the low group were 1.59 (95% confidence interval [CI], 1.17–2.16), 1.97 (95% CI 1.19–3.26), and 1.66 (95% CI 1.02–2.70) for overall MACEs, CVD death, and non-fatal MI, respectively. Restricted cubic spline analysis also showed a cumulative increase in the risk of MACEs with an increase in the magnitude of the cumulative TyG index. The addition of the cumulative TyG index to a conventional risk model for MACEs improved the C-statistics, net reclassification improvement value, and integrated discrimination improvement value. CONCLUSIONS: In patients with T2DM, the cumulative TyG index independently predicts the incidence of MACEs, and monitoring the long-term TyG index may assist with optimized-for-risk stratification and outcome prediction for MACEs. Trial registration URL: http://www.clinicaltrials.gov. Unique identifier: NCT00000620. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12933-022-01599-1. BioMed Central 2022-08-23 /pmc/articles/PMC9400318/ /pubmed/35999546 http://dx.doi.org/10.1186/s12933-022-01599-1 Text en © The Author(s) 2022 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 Research
Tai, Shi
Fu, Liyao
Zhang, Ningjie
Yang, Rukai
Zhou, Yuying
Xing, Zhenhua
Wang, Yongjun
Zhou, Shenghua
Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title_full Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title_fullStr Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title_full_unstemmed Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title_short Association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
title_sort association of the cumulative triglyceride-glucose index with major adverse cardiovascular events in patients with type 2 diabetes
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400318/
https://www.ncbi.nlm.nih.gov/pubmed/35999546
http://dx.doi.org/10.1186/s12933-022-01599-1
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