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Smoking and body weight: evidence using genetic instruments
George L Wehby1, Jeffrey C Murray, Allen Wilcox
1Dept. of Health Management and Policy, College of Public Health, University of Iowa, 200 Hawkins Drive, E205 GH, Iowa City, IA 52242, USA. george-wehby@uiowa.edu
Declining smoking rates may influence obesity. This study used genetic instruments to find that smoking increases body mass index (BMI) at lower levels but decreases it at higher levels, revealing complex weight effects.
Area of Science:
- Public Health
- Epidemiology
- Genetics
Background:
- Rising obesity rates over three decades coincide with declining smoking prevalence.
- Existing research presents conflicting evidence on the relationship between smoking and body weight.
- The impact of smoking cessation on population weight remains an area of active investigation.
Purpose of the Study:
- To investigate the causal effect of smoking on body weight using a novel genetic instrumental variable approach.
- To examine how smoking's effect on body mass index (BMI) varies across different BMI levels.
- To assess the utility and challenges of genetic instruments in behavioral research.
Main Methods:
- Employed genetic instrumental variables (GIV) to identify smoking's effect on body weight.
- Analyzed data from a sample of 1057 mothers in Norway.
- Investigated heterogeneity in smoking effects across the BMI distribution.
Main Results:
- Found heterogeneous effects of cigarette smoking on BMI.
- Smoking was associated with increased BMI at low to moderate levels.
- Smoking was associated with decreased BMI at high levels.
Conclusions:
- Smoking has differential effects on body weight depending on an individual's baseline BMI.
- Genetic instrumental variable analysis offers a unique perspective on behavioral effects but requires careful instrument validation and substantial sample sizes.
- Further research is needed to fully understand the complex interplay between smoking, genetics, and obesity.
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