Clinical Research
Cardiometabolic Risk
Metabolically-Healthy Obesity and Coronary Artery Calcification

https://doi.org/10.1016/j.jacc.2014.03.042Get rights and content
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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.

Key Words

cardiovascular disease
coronary artery calcium score
coronary artery disease
metabolically-healthy obesity
obesity

Abbreviations and Acronyms

BMI
body mass index
CAC
coronary artery calcium
CI
confidence interval
CT
computed tomography
CVD
cardiovascular disease
HDL-C
high-density lipoprotein-cholesterol
HOMA-IR
homeostasis model assessment of insulin resistance
hsCRP
high-sensitivity C-reactive protein
LDL-C
low-density lipoprotein cholesterol
MHO
metabolically-healthy obese/obesity

Cited by (0)

The authors have reported that they have no relationships relevant to the contents of this paper to disclose. Drs. Chang and Kim contributed equally to this work. Stephen Nicholls, MBBS, PhD, served as Guest Editor for this paper.