Metabolically-Healthy Obesity and Coronary Artery Calcification

The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. The risk of cardiovascular disease among obese individuals without obesity...

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Published inJournal of the American College of Cardiology Vol. 63; no. 24; pp. 2679 - 2686
Main Authors Chang, Yoosoo, Kim, Bo-Kyoung, Yun, Kyung Eun, Cho, Juhee, Zhang, Yiyi, Rampal, Sanjay, Zhao, Di, Jung, Hyun-Suk, Choi, Yuni, Ahn, Jiin, Lima, João A.C., Shin, Hocheol, Guallar, Eliseo, Ryu, Seungho
Format Journal Article
LanguageEnglish
Published New York, NY Elsevier Inc 24.06.2014
Elsevier
Elsevier Limited
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Abstract The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. The risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial. We conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5. MHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups. MHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
AbstractList Objectives The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. Background The risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial. Methods We conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5. Results MHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups. Conclusions MHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. The risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial. We conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5. MHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups. MHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women.OBJECTIVESThe purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women.The risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial.BACKGROUNDThe risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial.We conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5.METHODSWe conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5.MHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups.RESULTSMHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups.MHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.CONCLUSIONSMHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. The risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial. We conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5. MHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups. MHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
ObjectivesThe purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight individuals in a large sample of apparently healthy men and women. BackgroundThe risk of cardiovascular disease among obese individuals without obesity-related metabolic abnormalities, referred to as MHO, is controversial. MethodsWe conducted a cross-sectional study of 14,828 metabolically-healthy adults with no known cardiovascular disease who underwent a health checkup examination that included estimation of CAC scores by cardiac tomography. Being metabolically healthy was defined as not having any metabolic syndrome component and having a homeostasis model assessment of insulin resistance <2.5. ResultsMHO individuals had a higher prevalence of coronary calcification than normal weight subjects. In multivariable-adjusted models, the CAC score ratio comparing MHO with normal-weight participants was 2.26 (95% confidence interval: 1.48 to 3.43). In mediation analyses, further adjustment for metabolic risk factors markedly attenuated this association, which was no longer statistically significant (CAC score ratio 1.24; 95% confidence interval: 0.79 to 1.96). These associations did not differ by clinically-relevant subgroups. ConclusionsMHO participants had a higher prevalence of subclinical coronary atherosclerosis than metabolically-healthy normal-weight participants, which supports the idea that MHO is not a harmless condition. This association, however, was mediated by metabolic risk factors at levels below those considered abnormal, which suggests that the label of metabolically healthy for obese subjects may be an artifact of the cutoff levels used in the definition of metabolic health.
Author Cho, Juhee
Guallar, Eliseo
Jung, Hyun-Suk
Yun, Kyung Eun
Rampal, Sanjay
Lima, João A.C.
Zhang, Yiyi
Shin, Hocheol
Choi, Yuni
Kim, Bo-Kyoung
Ryu, Seungho
Chang, Yoosoo
Ahn, Jiin
Zhao, Di
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  givenname: Yoosoo
  surname: Chang
  fullname: Chang, Yoosoo
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
– sequence: 2
  givenname: Bo-Kyoung
  surname: Kim
  fullname: Kim, Bo-Kyoung
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
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  givenname: Kyung Eun
  surname: Yun
  fullname: Yun, Kyung Eun
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
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  givenname: Juhee
  surname: Cho
  fullname: Cho, Juhee
  organization: Departments of Epidemiology and Medicine and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
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  givenname: Yiyi
  surname: Zhang
  fullname: Zhang, Yiyi
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  givenname: Sanjay
  surname: Rampal
  fullname: Rampal, Sanjay
  organization: Departments of Epidemiology and Medicine and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
– sequence: 7
  givenname: Di
  surname: Zhao
  fullname: Zhao, Di
  organization: Departments of Epidemiology and Medicine and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
– sequence: 8
  givenname: Hyun-Suk
  surname: Jung
  fullname: Jung, Hyun-Suk
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
– sequence: 9
  givenname: Yuni
  surname: Choi
  fullname: Choi, Yuni
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
– sequence: 10
  givenname: Jiin
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  fullname: Ahn, Jiin
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
– sequence: 11
  givenname: João A.C.
  surname: Lima
  fullname: Lima, João A.C.
  organization: Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
– sequence: 12
  givenname: Hocheol
  surname: Shin
  fullname: Shin, Hocheol
  organization: Department of Family Medicine, Kangbuk Samsung Hospital and Sungkyunkwan University School of Medicine, Seoul, South Korea
– sequence: 13
  givenname: Eliseo
  surname: Guallar
  fullname: Guallar, Eliseo
  organization: Departments of Epidemiology and Medicine and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland
– sequence: 14
  givenname: Seungho
  surname: Ryu
  fullname: Ryu, Seungho
  email: sh703.yoo@gmail.com
  organization: Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University, School of Medicine, Seoul, South Korea
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28575196$$DView record in Pascal Francis
https://www.ncbi.nlm.nih.gov/pubmed/24794119$$D View this record in MEDLINE/PubMed
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CODEN JACCDI
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Issue 24
Keywords coronary artery disease
cardiovascular disease
CAC
LDL-C
CI
CVD
HDL-C
metabolically-healthy obesity
CT
HOMA-IR
coronary artery calcium score
MHO
hsCRP
obesity
BMI
computed tomography
homeostasis model assessment of insulin resistance
coronary artery calcium
body mass index
low-density lipoprotein cholesterol
high-sensitivity C-reactive protein
high-density lipoprotein-cholesterol
metabolically-healthy obese/obesity
confidence interval
Obesity
Nutrition disorder
Coronary artery
Calcification
Cardiovascular disease
Circulatory system
Cardiology
Nutritional status
Language English
License http://www.elsevier.com/open-access/userlicense/1.0
CC BY 4.0
Copyright © 2014 American College of Cardiology Foundation. Published by Elsevier Inc. All rights reserved.
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Snippet The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy normal-weight...
ObjectivesThe purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy...
Objectives The purpose of this study was to compare the coronary artery calcium (CAC) scores of metabolically-healthy obese (MHO) and metabolically healthy...
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SubjectTerms Adult
Age
Alcohol use
Biological and medical sciences
Blood pressure
Body mass index
Cardiology
Cardiology. Vascular system
Cardiovascular
cardiovascular disease
Cholesterol
College graduates
Confidence intervals
coronary artery calcium score
coronary artery disease
Coronary Artery Disease - diagnosis
Coronary Artery Disease - epidemiology
Coronary Artery Disease - metabolism
Cross-Sectional Studies
Education
Exercise
Female
Glucose
Health Status
Heart
Homeostasis
Hospitals
Humans
Hypertension
Insulin
Insulin resistance
Lipoproteins
Male
Medical sciences
Mens health
Metabolic diseases
metabolically-healthy obesity
Middle Aged
Obesity
Obesity - diagnosis
Obesity - epidemiology
Obesity - metabolism
Physical fitness
Republic of Korea - epidemiology
Triglycerides
Values
Vascular Calcification - diagnosis
Vascular Calcification - epidemiology
Vascular Calcification - metabolism
Women
Title Metabolically-Healthy Obesity and Coronary Artery Calcification
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https://dx.doi.org/10.1016/j.jacc.2014.03.042
https://www.ncbi.nlm.nih.gov/pubmed/24794119
https://www.proquest.com/docview/1536158848
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https://www.proquest.com/docview/1560110375
Volume 63
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