Association between cardiac metabolic index and diabetic kidney disease: a cross-sectional study of NHANES 1999-2018.

IF 2.8 3区 医学 Q3 ENVIRONMENTAL SCIENCES Journal of Health, Population, and Nutrition Pub Date : 2025-04-03 DOI:10.1186/s41043-025-00826-1
Lu Zhang, Cuiying Liang, Zhaoqi Yan, Qingzhen Li
{"title":"Association between cardiac metabolic index and diabetic kidney disease: a cross-sectional study of NHANES 1999-2018.","authors":"Lu Zhang, Cuiying Liang, Zhaoqi Yan, Qingzhen Li","doi":"10.1186/s41043-025-00826-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The Cardiac Metabolic Index (CMI) is a comprehensive metabolic indicator, but studies on its relationship with Diabetic Kidney Disease (DKD) are limited. We aim to explore the association between CMI and DKD.</p><p><strong>Methods: </strong>We obtained participant-related data from the National Health and Nutrition Examination Survey (NHANES), including complete information on DKD, CMI, and other covariates. We employed weighted multivariable logistic regression models, restricted cubic spline (RCS) regression analysis, subgroup analyses, and interaction tests to explore the relationship between CMI and DKD. Additionally, we utilized receiver operating characteristic (ROC) curves to compare the performance of CMI in identifying DKD relative to a body shape index (ABSI), body roundness index (BRI), visceral adiposity index (VAI), and lipid accumulation product (LAP) indices.</p><p><strong>Results: </strong>According to the logistic regression analysis, a positive correlation between CMI and DKD was observed among the 2371 participants included in the study (OR: 1.40, 95% CI: 1.19-1.66). RCS analysis indicated that this relationship is nonlinear. When CMI was converted from a continuous variable to quartiles, the prevalence of DKD in the highest quartile group showed a significant 84% increase compared to the lowest quartile group (OR: 1.84, 95% CI: 1.24-2.72). The area under the ROC curve of CMI for identifying DKD was 0.67, outperforming other indices. The results of subgroup analyses and interaction tests were stable.</p><p><strong>Conclusion: </strong>Elevated CMI is associated with an increased risk of DKD and can serve as a low-cost screening tool, allowing physicians to potentially identify high-risk diabetic patients early and implement timely interventions to slow the progression of DKD.</p>","PeriodicalId":15969,"journal":{"name":"Journal of Health, Population, and Nutrition","volume":"44 1","pages":"105"},"PeriodicalIF":2.8000,"publicationDate":"2025-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11969728/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Health, Population, and Nutrition","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s41043-025-00826-1","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The Cardiac Metabolic Index (CMI) is a comprehensive metabolic indicator, but studies on its relationship with Diabetic Kidney Disease (DKD) are limited. We aim to explore the association between CMI and DKD.

Methods: We obtained participant-related data from the National Health and Nutrition Examination Survey (NHANES), including complete information on DKD, CMI, and other covariates. We employed weighted multivariable logistic regression models, restricted cubic spline (RCS) regression analysis, subgroup analyses, and interaction tests to explore the relationship between CMI and DKD. Additionally, we utilized receiver operating characteristic (ROC) curves to compare the performance of CMI in identifying DKD relative to a body shape index (ABSI), body roundness index (BRI), visceral adiposity index (VAI), and lipid accumulation product (LAP) indices.

Results: According to the logistic regression analysis, a positive correlation between CMI and DKD was observed among the 2371 participants included in the study (OR: 1.40, 95% CI: 1.19-1.66). RCS analysis indicated that this relationship is nonlinear. When CMI was converted from a continuous variable to quartiles, the prevalence of DKD in the highest quartile group showed a significant 84% increase compared to the lowest quartile group (OR: 1.84, 95% CI: 1.24-2.72). The area under the ROC curve of CMI for identifying DKD was 0.67, outperforming other indices. The results of subgroup analyses and interaction tests were stable.

Conclusion: Elevated CMI is associated with an increased risk of DKD and can serve as a low-cost screening tool, allowing physicians to potentially identify high-risk diabetic patients early and implement timely interventions to slow the progression of DKD.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
心脏代谢指数与糖尿病肾病之间的关系:NHANES 1999-2018 年横断面研究。
背景:心脏代谢指数(Cardiac Metabolic Index, CMI)是一项综合性代谢指标,但其与糖尿病肾病(Diabetic Kidney Disease, DKD)关系的研究较少。我们的目的是探讨CMI和DKD之间的关系。方法:我们从国家健康和营养检查调查(NHANES)中获得参与者的相关数据,包括DKD、CMI和其他协变量的完整信息。我们采用加权多变量logistic回归模型、限制性三次样条(RCS)回归分析、亚组分析和交互检验来探讨CMI与DKD之间的关系。此外,我们利用受试者工作特征(ROC)曲线来比较CMI在识别DKD方面相对于体型指数(ABSI)、身体圆度指数(BRI)、内脏脂肪指数(VAI)和脂质积累产物(LAP)指数的表现。结果:根据logistic回归分析,在纳入研究的2371名参与者中,CMI与DKD呈正相关(OR: 1.40, 95% CI: 1.19-1.66)。RCS分析表明,这种关系是非线性的。当CMI从连续变量转换为四分位数时,与最低四分位数组相比,最高四分位数组的DKD患病率显著增加84% (OR: 1.84, 95% CI: 1.24-2.72)。CMI识别DKD的ROC曲线下面积为0.67,优于其他指标。亚组分析和相互作用试验结果稳定。结论:CMI升高与DKD风险增加相关,可以作为一种低成本的筛查工具,使医生能够早期识别潜在的高风险糖尿病患者,并及时实施干预措施,以减缓DKD的进展。
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 去求助
来源期刊
Journal of Health, Population, and Nutrition
Journal of Health, Population, and Nutrition 医学-公共卫生、环境卫生与职业卫生
CiteScore
2.20
自引率
0.00%
发文量
49
审稿时长
6 months
期刊介绍: Journal of Health, Population and Nutrition brings together research on all aspects of issues related to population, nutrition and health. The journal publishes articles across a broad range of topics including global health, maternal and child health, nutrition, common illnesses and determinants of population health.
期刊最新文献
Digital cognitive behavioural therapy for depression and obesity after laparoscopic sleeve gastrectomy: a study protocol. Cumulative inflammatory index and the risk of cardiometabolic multimorbidity: a prospective cohort study among middle-aged and older adults in China. High burden of cardiometabolic risk factors among university lecturers: a cross-sectional study in cape coast, Ghana. Impact of BCNSP-led parenteral nutrition management on prescribing errors in the neonatal intensive care unit. Association between metabolic dysregulation and frailty in four prospective cohorts.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1