J Obes Metab Syndr.  2018 Sep;27(3):158-165. 10.7570/jomes.2018.27.3.158.

Association of Z-Score of the Log-Transformed A Body Shape Index with Cardiovascular Disease in People Who Are Obese but Metabolically Healthy: The Korea National Health and Nutrition Examination Survey 2007–2010

Affiliations
  • 1Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Korea.
  • 2Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea.
  • 3Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University Medical Center, Hallym University College of Medicine, Seoul, Korea. sinjei82@hanmail.net
  • 4Department of Internal Medicine, CM Hospital, Seoul, Korea.

Abstract

BACKGROUND
We aimed at evaluating the effect of the z-score of the log-transformed A Body Shape Index (LBSIZ) on cardiovascular disease (CVD) outcomes according to obesity phenotype.
METHODS
Data were collected from the Korea National Health and Nutrition Examination Survey conducted from 2007 to 2010. Obesity was defined as a body mass index above 25 kg/m2 and metabolic abnormality was defined as the presence of two or more metabolic risk factors of the Adult Treatment Panel III definition. The participants were classified by obesity and metabolic healthy status: metabolically healthy non-obese (MHNO), metabolically healthy obese (MHO), metabolically unhealthy non-obese (MUNO), and metabolically unhealthy obese (MUO). Each group was further classified into three groups based on the tertile of LBSIZ. A multivariate logistic regression analysis with adjustment for age, sex, smoking status, income, education level, physical activities, alcohol, and energy intake was conducted to evaluate the odds ratio (OR) for CVD events.
RESULTS
In the multivariate logistic regression model, MHO participants who are within the third tertile of LBSIZ had a significantly higher OR for CVD events, whereas those who are within the first and second tertile of LBSIZ were not at high risk of developing CVDs compared to MHNO participants who are within the first tertile of LBSIZ. In addition, a similar increase in the OR was observed in MUNO or MUO participants.
CONCLUSION
LBSIZ had the lowest risk for CVDs in the first tertile of LBSIZ and a linear relationship with all its tertiles in MHO, MUNO, and MUO participants.

Keyword

Obesity; Metabolically benign; Body mass index; Body constitution; Cardiovascular disease

MeSH Terms

Adult
Body Constitution
Body Mass Index
Cardiovascular Diseases*
Education
Energy Intake
Humans
Korea*
Logistic Models
Motor Activity
Nutrition Surveys*
Obesity
Odds Ratio
Phenotype
Risk Factors
Smoke
Smoking
Smoke
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