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典型文献
Normal-Weight Abdominal Obesity: A Risk Factor for Hypertension and Cardiometabolic Dysregulation
文献摘要:
Objective::This study aimed to examine the associations of waist circumference with hypertension and cardiometabolic dysregulation among normal-weight adults.Methods::This cross-sectional study included 8795 normal-weight participants aged 20 to 79 years from the 2009-2018 US National Health and Nutrition Examination Survey. The demographic characteristics and cardiometabolic risk factors across waist circumference quartiles were summarized. We used adjusted multivariate logistic regression models, subgroup analysis, and restricted cubic spline to analyze the association between waist circumference and the prevalence of hypertension. Thereafter, we used the random forest supervised machine learning method, together with least absolute shrinkage and selection operator regression, to select hypertension-related features and created a predictive model based on regression analysis to identify hypertension in normal-weight individuals.Results::Waist circumference was positively correlated with hypertension in the non-adjusted, minimally adjusted, and fully adjusted models, with odds ratios (95% confidence interval) of 2.28 (2.14-2.44), 1.27 (1.12-1.44), and 1.27 (1.12-1.44), respectively. In the fully adjusted model, participants in the highest waist circumference quartile had a higher risk of hypertension relative to those in the lowest quartile, with an odds ratio (95% confidence interval) of 3.87 (1.59-10.34). Sensitivity analysis demonstrated the robustness of the association. In the testing set, the predictive model exhibited good performance, with an area under the curve of 0.803, sensitivity of 0.72, specificity of 0.76, and negative predictive value of 0.84.Conclusions::Measuring waist circumference may improve the evaluation of the risk of hypertension and help to manage cardiometabolic risk in normal-weight individuals.
文献关键词:
Waist circumference;Hypertension;Cardiometabolic dysregulation;Normal-weight obesity;Body mass index
作者姓名:
Sun Jinyu;Qu Qiang;Yuan Yue;Sun Guozhen;Kong Xiangqing;Sun Wei
作者机构:
Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210000, China
引用格式:
[1]Sun Jinyu;Qu Qiang;Yuan Yue;Sun Guozhen;Kong Xiangqing;Sun Wei-.Normal-Weight Abdominal Obesity: A Risk Factor for Hypertension and Cardiometabolic Dysregulation)[J].心血管病探索(英文),2022(01):13-21
A类:
Cardiometabolic
B类:
Normal,Weight,Abdominal,Obesity,Risk,Factor,Hypertension,Dysregulation,Objective,This,study,aimed,examine,associations,waist,circumference,hypertension,cardiometabolic,dysregulation,among,normal,weight,adults,Methods,sectional,included,participants,aged,years,from,US,National,Health,Nutrition,Examination,Survey,demographic,characteristics,risk,factors,across,quartiles,were,summarized,used,adjusted,multivariate,logistic,regression,models,subgroup,analysis,restricted,cubic,spline,analyze,between,prevalence,Thereafter,random,forest,supervised,machine,learning,method,together,least,absolute,shrinkage,selection,operator,features,created,predictive,identify,individuals,Results,Waist,was,positively,correlated,minimally,fully,odds,ratios,confidence,interval,respectively,In,highest,had,higher,relative,those,lowest,Sensitivity,demonstrated,robustness,testing,set,exhibited,good,performance,area,under,curve,sensitivity,specificity,negative,value,Conclusions,Measuring,may,improve,evaluation,help,manage,obesity,Body,mass
AB值:
0.544027
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