Cargando…
Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids
BACKGROUND: Cardiovascular disease (CVD) is a global health concern, with a significant impact on morbidity and mortality rates. Using fasting glucose, fasting triglycerides, body mass index (BMI), and high-density lipoprotein cholesterol (HDL-C), the metabolic score of insulin resistance (Mets-IR),...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393118/ https://www.ncbi.nlm.nih.gov/pubmed/37534205 http://dx.doi.org/10.3389/fendo.2023.1224967 |
_version_ | 1785083096226332672 |
---|---|
author | Qian, Taoming Sheng, Xiaomeng Shen, Pengyu Fang, Yuting Deng, Yao Zou, Guoliang |
author_facet | Qian, Taoming Sheng, Xiaomeng Shen, Pengyu Fang, Yuting Deng, Yao Zou, Guoliang |
author_sort | Qian, Taoming |
collection | PubMed |
description | BACKGROUND: Cardiovascular disease (CVD) is a global health concern, with a significant impact on morbidity and mortality rates. Using fasting glucose, fasting triglycerides, body mass index (BMI), and high-density lipoprotein cholesterol (HDL-C), the metabolic score of insulin resistance (Mets-IR), a novel index created by Mexican researchers to assess insulin sensitivity, is a more precise way to measure insulin sensitivity. This study aimes to explore the association between Mets-IR and CVD, as well as investigate the potential mediating role of of low-density lipoprotein cholesterol (LDL-C). METHODS: The study’s data came from the 2011 and 2018 China Health and Retirement Longitudinal Studies (CHARLS). We used three logistic regression models to account for the potential effects of ten factors on cardiovascular disease/stroke/heart disease. Moreover, We performed mediation analyses to evaluate the role of LDL-C in the association between Mets-IR and incident CVD. RESULTS: This study comprised 4,540 participants, of whom 494 (10.88%) were found to develop disease (CVD). Each interquartile range (IQR) increased in Mets-IR raised the risk of developing CVD by 38% (OR=1.38; 95% CI, 1.21-1.56) and there was a linear dose-response relationship between Mets-IR and the risk of new-onset cardiovascular disease, stroke, and heart disease (P (overall)<0.05, P (non-linear)>0.05). Approximately 5% (indirect effect/total effect) of the significant association of Mets-IR with stroke was mediated by LDL-C, respectively. With the addition of Mets-IR to the base model, the continuous net reclassification improvement and integrated discrimination improvement for predicting cardiovascular disease increased by 0.175 (P <0.001) and 0.006 (P <0.001), respectively. CONCLUSION: ets-IR is associated with an increased risk of cardiovascular disease/stroke/cardiac issues, with LDL-C mediating these relationships. Improving insulin sensitivity and lipid regulation may be essential and effective preventive measures for cardiovascular events. |
format | Online Article Text |
id | pubmed-10393118 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103931182023-08-02 Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids Qian, Taoming Sheng, Xiaomeng Shen, Pengyu Fang, Yuting Deng, Yao Zou, Guoliang Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Cardiovascular disease (CVD) is a global health concern, with a significant impact on morbidity and mortality rates. Using fasting glucose, fasting triglycerides, body mass index (BMI), and high-density lipoprotein cholesterol (HDL-C), the metabolic score of insulin resistance (Mets-IR), a novel index created by Mexican researchers to assess insulin sensitivity, is a more precise way to measure insulin sensitivity. This study aimes to explore the association between Mets-IR and CVD, as well as investigate the potential mediating role of of low-density lipoprotein cholesterol (LDL-C). METHODS: The study’s data came from the 2011 and 2018 China Health and Retirement Longitudinal Studies (CHARLS). We used three logistic regression models to account for the potential effects of ten factors on cardiovascular disease/stroke/heart disease. Moreover, We performed mediation analyses to evaluate the role of LDL-C in the association between Mets-IR and incident CVD. RESULTS: This study comprised 4,540 participants, of whom 494 (10.88%) were found to develop disease (CVD). Each interquartile range (IQR) increased in Mets-IR raised the risk of developing CVD by 38% (OR=1.38; 95% CI, 1.21-1.56) and there was a linear dose-response relationship between Mets-IR and the risk of new-onset cardiovascular disease, stroke, and heart disease (P (overall)<0.05, P (non-linear)>0.05). Approximately 5% (indirect effect/total effect) of the significant association of Mets-IR with stroke was mediated by LDL-C, respectively. With the addition of Mets-IR to the base model, the continuous net reclassification improvement and integrated discrimination improvement for predicting cardiovascular disease increased by 0.175 (P <0.001) and 0.006 (P <0.001), respectively. CONCLUSION: ets-IR is associated with an increased risk of cardiovascular disease/stroke/cardiac issues, with LDL-C mediating these relationships. Improving insulin sensitivity and lipid regulation may be essential and effective preventive measures for cardiovascular events. Frontiers Media S.A. 2023-07-17 /pmc/articles/PMC10393118/ /pubmed/37534205 http://dx.doi.org/10.3389/fendo.2023.1224967 Text en Copyright © 2023 Qian, Sheng, Shen, Fang, Deng and Zou https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Endocrinology Qian, Taoming Sheng, Xiaomeng Shen, Pengyu Fang, Yuting Deng, Yao Zou, Guoliang Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title | Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title_full | Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title_fullStr | Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title_full_unstemmed | Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title_short | Mets-IR as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
title_sort | mets-ir as a predictor of cardiovascular events in the middle-aged and elderly population and mediator role of blood lipids |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393118/ https://www.ncbi.nlm.nih.gov/pubmed/37534205 http://dx.doi.org/10.3389/fendo.2023.1224967 |
work_keys_str_mv | AT qiantaoming metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids AT shengxiaomeng metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids AT shenpengyu metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids AT fangyuting metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids AT dengyao metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids AT zouguoliang metsirasapredictorofcardiovasculareventsinthemiddleagedandelderlypopulationandmediatorroleofbloodlipids |