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Two genetic analyses to elucidate causality between body mass index and personality
Kadri Arumäe1, Daniel Briley2, Lucía Colodro-Conde3
1University of Tartu, Tartu, Estonia.
International Journal of Obesity (2005)
|July 11, 2021
Summary
This study found that body mass index (BMI) appears to causally influence personality traits, rather than the other way around. While personality traits may weakly influence BMI, the primary direction of causality suggests BMI impacts personality development.
Area of Science:
- Behavioral genetics
- Psychology
- Public health
Background:
- Correlations exist between personality traits and body mass index (BMI), but causal links are not well understood.
- Clarifying the direction of causality is crucial for informing weight management strategies and understanding personality development.
Purpose of the Study:
- To investigate the existence and direction of causal relationships between BMI and personality traits.
- To determine if personality influences BMI or if BMI influences personality.
Main Methods:
- Employed Mendelian randomization using allele scores for personality traits (neuroticism, worry, depressive affect) to predict BMI.
- Utilized an allele score for BMI to predict phenotypic personality scores (PPSs).
- Conducted a direction of causation (DoC) analysis on twin data to compare models of BMI influencing personality, personality influencing BMI, reciprocal causation, and no causation.
Main Results:
- Mendelian randomization indicated that an allele score for BMI predicted domain-general and eating-specific PPSs.
- An allele score for worry predicted BMI, but scores for neuroticism and depressive affect did not.
- DoC analysis revealed that BMI causally influences domain-general and eating-specific personality traits.
Conclusions:
- Genetic analyses suggest a primary causal influence of BMI on personality traits.
- The influence of personality traits on BMI appears to be weaker.
- Reciprocal causation may exist for domain-general personality traits in individuals with higher BMI (BMI > ~25).
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