The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study

Xiangtong Liu,1,2 Jingbo Zhang,3 Jingwei Wu,4 Xiaolin Xu,5 Lixin Tao,1,2 Yue Sun,1,2 Shuo Chen,3 Yumei Han,3 Yanxia Luo,1,2 Xinghua Yang,1,2 Xiuhua Guo1,2 1School of Public Health, Capital Medical University, Beijing, People’s Republic of China; 2Beijing Municipal Key Laboratory of Clinica...

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Autores principales:	Liu X, Zhang J, Wu J, Xu X, Tao L, Sun Y, Chen S, Han Y, Luo Y, Yang X, Guo X
Formato:	article
Lenguaje:	EN
Publicado:	Dove Medical Press 2020
Materias:	metabolic diseases diabetes hypertension risk factors Specialties of internal medicine RC581-951
Acceso en línea:	https://doaj.org/article/6e9d395e9afa48ef93df58f35ae5b70e
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spelling	oai:doaj.org-article:6e9d395e9afa48ef93df58f35ae5b70e2021-12-02T08:39:31ZThe Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study1178-7007https://doaj.org/article/6e9d395e9afa48ef93df58f35ae5b70e2020-03-01T00:00:00Zhttps://www.dovepress.com/the-impact-of-bmi-categories-on-metabolic-abnormality-development-in-c-peer-reviewed-article-DMSOhttps://doaj.org/toc/1178-7007Xiangtong Liu,1,2 Jingbo Zhang,3 Jingwei Wu,4 Xiaolin Xu,5 Lixin Tao,1,2 Yue Sun,1,2 Shuo Chen,3 Yumei Han,3 Yanxia Luo,1,2 Xinghua Yang,1,2 Xiuhua Guo1,2 1School of Public Health, Capital Medical University, Beijing, People’s Republic of China; 2Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, People’s Republic of China; 3Beijing Physical Examination Center, Beijing, People’s Republic of China; 4Department of Epidemiology and Biostatistics, College of Public Health, Temple University, PA, USA; 5School of Public Health, The University of Queensland, Brisbane, QLD, AustraliaCorrespondence: Xiuhua GuoSchool of Public Health, Capital Medical University, No. 10 Xitoutiao, You Anmen, Fengtai District, Beijing 100069, People’s Republic of ChinaTel/ Fax +86 010 8391 1508Email statguo@ccmu.edu.cnPurpose: To determine what metabolic abnormalities develop frequently among metabolically healthy adults over time according to different baseline body mass index (BMI) categories.Patients and Methods: A prospective cohort study was performed on 10,805 adults, who were metabolically healthy at the time of the 2008 survey. Participants were divided into four groups: metabolically healthy obese (MHO), metabolically healthy overweight (MHOW), metabolically healthy normal-weight (MHN), and metabolically healthy underweight (MHU). Modified Poisson regression models were used to evaluate the relationship of BMI with the development of metabolic abnormalities. Association rule mining was used to identify the most frequent abnormalities that developed over time.Results: Compared with the MHN group, the adjusted relative risks of the MHO group were 1.57 (95% CI: 1.09– 2.27) and 2.08 (95% CI: 1.59– 2.73) for developing elevated fasting glucose and elevated blood pressure, respectively, after adjusting for lifestyle behaviours and dietary factors. At the end of follow-up, 33 (19.1%) MHO subjects and 342 (16.6%) MHOW subjects had elevated blood pressure as the predominant metabolic syndrome component, whereas 236 (9.0%) MHU subjects had elevated plasma glucose. The results were similar after stratification by sex.Conclusion: MHO and MHOW subjects developed elevated blood pressure most frequently, and MHU subjects developed elevated blood glucose most commonly, regardless of sex.Keywords: metabolic diseases, diabetes, hypertension, risk factorsLiu XZhang JWu JXu XTao LSun YChen SHan YLuo YYang XGuo XDove Medical Pressarticlemetabolic diseasesdiabeteshypertensionrisk factorsSpecialties of internal medicineRC581-951ENDiabetes, Metabolic Syndrome and Obesity: Targets and Therapy, Vol Volume 13, Pp 819-834 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	metabolic diseases diabetes hypertension risk factors Specialties of internal medicine RC581-951
spellingShingle	metabolic diseases diabetes hypertension risk factors Specialties of internal medicine RC581-951 Liu X Zhang J Wu J Xu X Tao L Sun Y Chen S Han Y Luo Y Yang X Guo X The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
description	Xiangtong Liu,1,2 Jingbo Zhang,3 Jingwei Wu,4 Xiaolin Xu,5 Lixin Tao,1,2 Yue Sun,1,2 Shuo Chen,3 Yumei Han,3 Yanxia Luo,1,2 Xinghua Yang,1,2 Xiuhua Guo1,2 1School of Public Health, Capital Medical University, Beijing, People’s Republic of China; 2Beijing Municipal Key Laboratory of Clinical Epidemiology, Beijing, People’s Republic of China; 3Beijing Physical Examination Center, Beijing, People’s Republic of China; 4Department of Epidemiology and Biostatistics, College of Public Health, Temple University, PA, USA; 5School of Public Health, The University of Queensland, Brisbane, QLD, AustraliaCorrespondence: Xiuhua GuoSchool of Public Health, Capital Medical University, No. 10 Xitoutiao, You Anmen, Fengtai District, Beijing 100069, People’s Republic of ChinaTel/ Fax +86 010 8391 1508Email statguo@ccmu.edu.cnPurpose: To determine what metabolic abnormalities develop frequently among metabolically healthy adults over time according to different baseline body mass index (BMI) categories.Patients and Methods: A prospective cohort study was performed on 10,805 adults, who were metabolically healthy at the time of the 2008 survey. Participants were divided into four groups: metabolically healthy obese (MHO), metabolically healthy overweight (MHOW), metabolically healthy normal-weight (MHN), and metabolically healthy underweight (MHU). Modified Poisson regression models were used to evaluate the relationship of BMI with the development of metabolic abnormalities. Association rule mining was used to identify the most frequent abnormalities that developed over time.Results: Compared with the MHN group, the adjusted relative risks of the MHO group were 1.57 (95% CI: 1.09– 2.27) and 2.08 (95% CI: 1.59– 2.73) for developing elevated fasting glucose and elevated blood pressure, respectively, after adjusting for lifestyle behaviours and dietary factors. At the end of follow-up, 33 (19.1%) MHO subjects and 342 (16.6%) MHOW subjects had elevated blood pressure as the predominant metabolic syndrome component, whereas 236 (9.0%) MHU subjects had elevated plasma glucose. The results were similar after stratification by sex.Conclusion: MHO and MHOW subjects developed elevated blood pressure most frequently, and MHU subjects developed elevated blood glucose most commonly, regardless of sex.Keywords: metabolic diseases, diabetes, hypertension, risk factors
format	article
author	Liu X Zhang J Wu J Xu X Tao L Sun Y Chen S Han Y Luo Y Yang X Guo X
author_facet	Liu X Zhang J Wu J Xu X Tao L Sun Y Chen S Han Y Luo Y Yang X Guo X
author_sort	Liu X
title	The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
title_short	The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
title_full	The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
title_fullStr	The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
title_full_unstemmed	The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study
title_sort	impact of bmi categories on metabolic abnormality development in chinese adults who are metabolically healthy: a 7-year prospective study
publisher	Dove Medical Press
publishDate	2020
url	https://doaj.org/article/6e9d395e9afa48ef93df58f35ae5b70e
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The Impact of BMI Categories on Metabolic Abnormality Development in Chinese Adults Who are Metabolically Healthy: A 7-Year Prospective Study

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