Sex Differences in the Associations among Insulin Resistance Indexes with Metabolic Syndrome: A Large Cross-Sectional Study.

IF 2.3 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
International Journal of Endocrinology Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI:10.1155/2024/3352531
Wenkang Zhang, Chen Chen, Mingkang Li, Gaoliang Yan, Chengchun Tang
{"title":"Sex Differences in the Associations among Insulin Resistance Indexes with Metabolic Syndrome: A Large Cross-Sectional Study.","authors":"Wenkang Zhang, Chen Chen, Mingkang Li, Gaoliang Yan, Chengchun Tang","doi":"10.1155/2024/3352531","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Metabolic syndrome (MetS) is closely related to insulin resistance (IR), and the sex differences have not been fully explored. This study was aimed to investigate the sex differences in the associations among IR indexes with MetS in a large population.</p><p><strong>Methods: </strong>A total of 60,799 participants were enrolled in the current study. MetS was defined using the National Cholesterol Education Program Adult Treatment Panel III criteria. The following IR indexes were evaluated: triglyceride-glucose (TyG) index, TyG-waist circumference (TyG-WC), TyG-waist to height ratio (TyG-WHtR), TyG-body mass index (TyG-BMI), triglyceride to high-density lipoprotein cholesterol (TG/HDL-C), and metabolic score for IR (MetS-IR). Factors associated with MetS were examined using logistic regressions. The receiver operating characteristic curves were used to evaluate the predictive value of the IR indexes for MetS.</p><p><strong>Results: </strong>The prevalence of MetS was 11.8% (<i>n</i> = 4097) for males and 5.4% (<i>n</i> = 1390) for females and increased with age in both subgroups. The IR index levels of male patients were higher than female patients (all <i>p</i> < 0.001). The IR indexes were independent risk factors for MetS except for TyG-WHtR and TG/HDL-C in female patients. TyG had the greatest area under the curve (AUC) (AUC, 0.930; 95% CI, 0.928-0.933; <i>p</i> < 0.001) in the male patients and TyG-WHtR (AUC, 0.916; 95% CI, 0.913-0.920; <i>p</i> < 0.001) in the female patients. The AUCs of 6 IR indexes combination were 0.960 (95% CI, 0.957-0.962; <i>p</i> < 0.001) and 0.962 (95% CI, 0.959-0.964; <i>p</i> < 0.001), with the sensitivities of 91.29% and 90.94%, the specificities of 88.27% and 89.51% in male and female groups, respectively.</p><p><strong>Conclusions: </strong>The IR index levels are higher in male than female patients. In IR indexes, TyG has the highest AUC in male patients and TyG-WHtR in female patients. The combination of IR indexes improved diagnostic efficiency compared with a single parameter. Moreover, the IR indexes are independently associated with MetS except for TyG-WHtR and TG/HDL-C in female patients. Our findings indicate that the multi-index association of IR indexes may play a potential role in MetS diagnosis, and understanding the sex differences in risk factors for MetS may help doctors properly implement more individualized prevention strategies.</p>","PeriodicalId":13966,"journal":{"name":"International Journal of Endocrinology","volume":null,"pages":null},"PeriodicalIF":2.3000,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11458281/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Endocrinology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1155/2024/3352531","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Metabolic syndrome (MetS) is closely related to insulin resistance (IR), and the sex differences have not been fully explored. This study was aimed to investigate the sex differences in the associations among IR indexes with MetS in a large population.

Methods: A total of 60,799 participants were enrolled in the current study. MetS was defined using the National Cholesterol Education Program Adult Treatment Panel III criteria. The following IR indexes were evaluated: triglyceride-glucose (TyG) index, TyG-waist circumference (TyG-WC), TyG-waist to height ratio (TyG-WHtR), TyG-body mass index (TyG-BMI), triglyceride to high-density lipoprotein cholesterol (TG/HDL-C), and metabolic score for IR (MetS-IR). Factors associated with MetS were examined using logistic regressions. The receiver operating characteristic curves were used to evaluate the predictive value of the IR indexes for MetS.

Results: The prevalence of MetS was 11.8% (n = 4097) for males and 5.4% (n = 1390) for females and increased with age in both subgroups. The IR index levels of male patients were higher than female patients (all p < 0.001). The IR indexes were independent risk factors for MetS except for TyG-WHtR and TG/HDL-C in female patients. TyG had the greatest area under the curve (AUC) (AUC, 0.930; 95% CI, 0.928-0.933; p < 0.001) in the male patients and TyG-WHtR (AUC, 0.916; 95% CI, 0.913-0.920; p < 0.001) in the female patients. The AUCs of 6 IR indexes combination were 0.960 (95% CI, 0.957-0.962; p < 0.001) and 0.962 (95% CI, 0.959-0.964; p < 0.001), with the sensitivities of 91.29% and 90.94%, the specificities of 88.27% and 89.51% in male and female groups, respectively.

Conclusions: The IR index levels are higher in male than female patients. In IR indexes, TyG has the highest AUC in male patients and TyG-WHtR in female patients. The combination of IR indexes improved diagnostic efficiency compared with a single parameter. Moreover, the IR indexes are independently associated with MetS except for TyG-WHtR and TG/HDL-C in female patients. Our findings indicate that the multi-index association of IR indexes may play a potential role in MetS diagnosis, and understanding the sex differences in risk factors for MetS may help doctors properly implement more individualized prevention strategies.

胰岛素抵抗指数与代谢综合征之间的性别差异:一项大型横断面研究
目的:代谢综合征(MetS)与胰岛素抵抗(IR)密切相关,其性别差异尚未得到充分探讨。本研究旨在调查大量人群中胰岛素抵抗指标与代谢综合征之间的性别差异:本研究共招募了 60,799 名参与者。采用美国国家胆固醇教育计划成人治疗小组 III 标准定义 MetS。评估了以下IR指数:甘油三酯-葡萄糖(TyG)指数、TyG-腰围(TyG-WC)、TyG-腰围-身高比(TyG-WHtR)、TyG-体重指数(TyG-BMI)、甘油三酯-高密度脂蛋白胆固醇(TG/HDL-C)和IR代谢评分(MetS-IR)。使用逻辑回归分析了与 MetS 相关的因素。受体操作特征曲线用于评估 IR 指数对 MetS 的预测价值:结果:男性 MetS 患病率为 11.8%(n = 4097),女性 MetS 患病率为 5.4%(n = 1390),两个亚组的患病率均随年龄增长而增加。男性患者的IR指数水平高于女性患者(所有P < 0.001)。除女性患者的 TyG-WHtR 和 TG/HDL-C 外,其他 IR 指数均为 MetS 的独立危险因素。男性患者中 TyG 的曲线下面积(AUC)最大(AUC, 0.930; 95% CI, 0.928-0.933; p < 0.001),女性患者中 TyG-WHtR 的曲线下面积(AUC, 0.916; 95% CI, 0.913-0.920; p < 0.001)最大。6项IR指标组合的AUC分别为0.960 (95% CI, 0.957-0.962; p < 0.001)和0.962 (95% CI, 0.959-0.964; p < 0.001),男性组和女性组的敏感性分别为91.29%和90.94%,特异性分别为88.27%和89.51%:男性患者的IR指数水平高于女性患者。在IR指数中,男性患者TyG的AUC最高,女性患者TyG-WHtR的AUC最高。与单一参数相比,IR 指数的组合提高了诊断效率。此外,除女性患者的 TyG-WHtR 和 TG/HDL-C 外,其他 IR 指标均与 MetS 无关。我们的研究结果表明,IR指标的多指标关联可能在MetS诊断中发挥潜在作用,而了解MetS风险因素的性别差异可能有助于医生正确实施更加个体化的预防策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
International Journal of Endocrinology
International Journal of Endocrinology ENDOCRINOLOGY & METABOLISM-
CiteScore
5.20
自引率
0.00%
发文量
147
审稿时长
1 months
期刊介绍: International Journal of Endocrinology is a peer-reviewed, Open Access journal that provides a forum for scientists and clinicians working in basic and translational research. The journal publishes original research articles, review articles, and clinical studies that provide insights into the endocrine system and its associated diseases at a genomic, molecular, biochemical and cellular level.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信