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Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy
BACKGROUND: The triglyceride-glucose (TyG) index is regarded as an independent predictor of cardiovascular (CV) consequences and a reliable surrogate measure of insulin resistance (IR). However, the predictive significance of the TyG index in patients with type 2 diabetes mellitus (T2DM) and ischemi...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126725/ https://www.ncbi.nlm.nih.gov/pubmed/37114217 http://dx.doi.org/10.2147/DMSO.S408766 |
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author | Abuduaini, Baiheremujiang Yang, Long Jiamali, Nueraihemaiti Seyiti, Zulihuma Shan, Xue-Feng Gao, Xiao-Ming |
author_facet | Abuduaini, Baiheremujiang Yang, Long Jiamali, Nueraihemaiti Seyiti, Zulihuma Shan, Xue-Feng Gao, Xiao-Ming |
author_sort | Abuduaini, Baiheremujiang |
collection | PubMed |
description | BACKGROUND: The triglyceride-glucose (TyG) index is regarded as an independent predictor of cardiovascular (CV) consequences and a reliable surrogate measure of insulin resistance (IR). However, the predictive significance of the TyG index in patients with type 2 diabetes mellitus (T2DM) and ischemic cardiomyopathy (ICM) remains unknown. METHODS: This study included 1514 consecutive subjects with ICM and T2DM. The tertile of the TyG index values was used to categorize these patients into three groups. Major adverse cardiac and cerebral events (MACCEs) were also noted. The TyG index was calculated using the [fasting triglycerides (mg/dL) × fasting plasma glucose (mg/dL)/2] equation. RESULTS: After adjusting for age, BMI, and other potential confounders, the scores of multivariate Cox proportional hazards regression models for chest pain [9.056 (4.370 to 18.767), p<0.001], acute myocardial infarction [4.437 (1.420 to 13.869), p=0.010], heart failure [7.334 (3.424 to 15.708), p<0.001], cardiogenic shock [3.707 (1.207 to 11.384), p=0.022], malignant arrhythmia [5.309 (2.367 to 11.908), p<0.001], cerebral infarction [3.127 (1.596 to 6.128), p<0.001], gastrointestinal bleeding [4.326 (1.612 to 11.613), p=0.004], all-cause death [4.502 (3.478 to 5.827), p<0.001] and cumulative incidence of MACCEs [4.856 (3.842 to 6.136), p<0.001] increased significantly with an increase in TyG index levels (all p<0.05). Time-dependent ROC analysis revealed that the area under the TyG index curve (AUC) reached 0.653 in the 3rd year, 0.688 in the 5th year, and 0.764 in the 10th year. The predictive efficiency of this model on MACCEs improved [net reclassification improvement (NRI): 0.361 (0.253 to 0.454); C-index: 0.678 (0.658 to 0.698); integrated discrimination improvement (IDI): 0.138 (0.098 to 0.175), all p<0.05] following the incorporation of the TyG index into the base risk model. CONCLUSION: TyG index could be useful in predicting MACCEs and initiating preventive measures in subjects with ICM and T2DM. |
format | Online Article Text |
id | pubmed-10126725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-101267252023-04-26 Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy Abuduaini, Baiheremujiang Yang, Long Jiamali, Nueraihemaiti Seyiti, Zulihuma Shan, Xue-Feng Gao, Xiao-Ming Diabetes Metab Syndr Obes Original Research BACKGROUND: The triglyceride-glucose (TyG) index is regarded as an independent predictor of cardiovascular (CV) consequences and a reliable surrogate measure of insulin resistance (IR). However, the predictive significance of the TyG index in patients with type 2 diabetes mellitus (T2DM) and ischemic cardiomyopathy (ICM) remains unknown. METHODS: This study included 1514 consecutive subjects with ICM and T2DM. The tertile of the TyG index values was used to categorize these patients into three groups. Major adverse cardiac and cerebral events (MACCEs) were also noted. The TyG index was calculated using the [fasting triglycerides (mg/dL) × fasting plasma glucose (mg/dL)/2] equation. RESULTS: After adjusting for age, BMI, and other potential confounders, the scores of multivariate Cox proportional hazards regression models for chest pain [9.056 (4.370 to 18.767), p<0.001], acute myocardial infarction [4.437 (1.420 to 13.869), p=0.010], heart failure [7.334 (3.424 to 15.708), p<0.001], cardiogenic shock [3.707 (1.207 to 11.384), p=0.022], malignant arrhythmia [5.309 (2.367 to 11.908), p<0.001], cerebral infarction [3.127 (1.596 to 6.128), p<0.001], gastrointestinal bleeding [4.326 (1.612 to 11.613), p=0.004], all-cause death [4.502 (3.478 to 5.827), p<0.001] and cumulative incidence of MACCEs [4.856 (3.842 to 6.136), p<0.001] increased significantly with an increase in TyG index levels (all p<0.05). Time-dependent ROC analysis revealed that the area under the TyG index curve (AUC) reached 0.653 in the 3rd year, 0.688 in the 5th year, and 0.764 in the 10th year. The predictive efficiency of this model on MACCEs improved [net reclassification improvement (NRI): 0.361 (0.253 to 0.454); C-index: 0.678 (0.658 to 0.698); integrated discrimination improvement (IDI): 0.138 (0.098 to 0.175), all p<0.05] following the incorporation of the TyG index into the base risk model. CONCLUSION: TyG index could be useful in predicting MACCEs and initiating preventive measures in subjects with ICM and T2DM. Dove 2023-04-20 /pmc/articles/PMC10126725/ /pubmed/37114217 http://dx.doi.org/10.2147/DMSO.S408766 Text en © 2023 Abuduaini et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Abuduaini, Baiheremujiang Yang, Long Jiamali, Nueraihemaiti Seyiti, Zulihuma Shan, Xue-Feng Gao, Xiao-Ming Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title | Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title_full | Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title_fullStr | Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title_full_unstemmed | Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title_short | Predictive Effect of Triglyceride-Glucose Index on Adverse Prognostic Events in Patients with Type 2 Diabetes Mellitus and Ischemic Cardiomyopathy |
title_sort | predictive effect of triglyceride-glucose index on adverse prognostic events in patients with type 2 diabetes mellitus and ischemic cardiomyopathy |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126725/ https://www.ncbi.nlm.nih.gov/pubmed/37114217 http://dx.doi.org/10.2147/DMSO.S408766 |
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