Direct and indirect effects of central and general adiposity on cardiovascular diseases: The Tehran Lipid and Glucose Study

Mahmood Bakhtiyari, Nicole Schmidt, Farzad Hadaegh, Davood Khalili, Nasrin Mansournia, Samaneh Asgari, Mohammad A. Mansournia

Research output: Contribution to journalArticlepeer-review

15 Scopus citations


Aim: The mechanisms linking body mass index to cardiovascular disease are still not clearly defined. The purpose of this study was to find out how much of the effect of central and general adiposity on cardiovascular disease is mediated through blood pressure, cholesterol, and glucose, and how much is independent of these factors. Methods and results: The study population included participants, aged ≥30 years, free of cardiovascular disease at baseline with median follow-up of 13.9 years. The total effects were broken down into natural direct and indirect effects using the inverse odds weighting method in the context of survival models. Systolic blood pressure, total serum cholesterol, and fasting plasma glucose as the primary measure of blood glucose were used as mediators. Blood pressure and cholesterol with indirect hazard ratios of 1.09 (95% confidence interval: 1.006–1.18) and 1.35 (95% confidence interval: 1.12–1.62) were the most important mediators for overweight-cardiovascular disease and obesity-cardiovascular disease relationships, respectively. The proportion mediated of overweight was 22% (6–47%) for blood pressure, 18% (5–37%) for blood glucose, and 20% (7–43%) for cholesterol. The same measure for obesity was 65% (35–91%) for cholesterol. For central adiposity, blood pressure, glucose, and cholesterol were the most important mediators with proportion mediated of 36% (17–72%), 23% (9–48%), and 21% (8–45%), respectively. Conclusions: The findings of this study show that proper control of cardiometabolic risk factors of blood pressure, blood glucose, and dyslipidemia in an adult population can be effective to significantly reduce the effects of general and abdominal adiposity on cardiovascular diseases.

Original languageEnglish (US)
Pages (from-to)1170-1181
Number of pages12
JournalEuropean Journal of Preventive Cardiology
Issue number11
StatePublished - Jul 1 2018

Bibliographical note

Publisher Copyright:
© The European Society of Cardiology 2018.


  • Cardiovascular disease
  • direct and indirect effects
  • inverse odds weighting
  • mediator effects


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