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Estimating causality between smoking and abdominal obesity by Mendelian randomization
Germán D Carrasquilla1,2, Mario García-Ureña1, María J Romero-Lado1
1Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
Smoking initiation and lifetime smoking causally increase abdominal obesity, particularly visceral fat. Quitting smoking can help reduce abdominal fat accumulation.
Area of Science:
- Genetics
- Obesity Research
- Public Health
Background:
- Smoking is linked to lower body weight but higher abdominal fat.
- The causal relationship between smoking and abdominal obesity is not fully understood.
- Previous studies using single genetic variants for smoking heaviness may yield imprecise causal estimates.
Purpose of the Study:
- To investigate the causal relationship between smoking and abdominal obesity using multiple genetic instruments.
- To differentiate the effects of smoking initiation, lifetime smoking, and smoking heaviness on abdominal fat distribution.
Main Methods:
- Utilized Mendelian randomization (MR) with Causal Analysis Using Summary Effect Estimates (CAUSE) and Latent Heritable Confounder MR (LHC-MR) methods.
- Employed genome-wide association studies (GWAS) summary statistics for smoking traits and abdominal obesity measures (waist-hip ratio, waist circumference, hip circumference).
- Included analyses with and without body mass index adjustment.
Main Results:
- Both CAUSE and LHC-MR indicated a positive causal effect of smoking initiation and lifetime smoking on waist-hip ratio, even after adjusting for body mass index.
- Smoking was found to significantly increase visceral fat accumulation.
- No mediating role was observed for cortisol or sex hormones.
Conclusions:
- Smoking initiation and higher lifetime smoking levels causally contribute to increased abdominal fat distribution.
- The increase in abdominal fat associated with smoking is primarily characterized by visceral fat.
- Smoking cessation efforts may lead to a reduction in abdominal fat, offering additional public health benefits.
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