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Published on: March 7, 2019
Assessing Genetic Risk for Physical Activity and Its Interaction with Diet in Predicting Activity Levels and Weight
Maria Kafyra1, Panagiotis Symianakis1, Ioanna Panagiota Kalafati1
1Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University of Athens, 17676 Athens, Greece.
Genetic predisposition impacts physical activity and weight management, with diet playing a moderating role. These gene-diet interactions explain a small portion of lifestyle behavior variance.
Area of Science:
- Genetics
- Nutritional Science
- Exercise Physiology
Background:
- Physical activity and weight regulation are influenced by genetic and lifestyle factors.
- Understanding gene-diet interactions is crucial for personalized health strategies.
Purpose of the Study:
- To evaluate the predictive value of Polygenic Risk Scores (PRSs) for physical activity and weight outcomes.
- To investigate the interaction between PRSs and dietary habits on these outcomes.
Main Methods:
- Analysis of baseline phenotypic and genetic data from 202 iMPROVE study participants.
- Calculation of PRSs for physical activity and sedentary behavior.
- Assessment of weight loss and BMI changes, and their interaction with dietary patterns using correlation and regression models.
Main Results:
- A significant interaction was observed between physical activity PRS (PGS002254) and diet group for post-intervention weight loss (p=0.04).
- Sedentary behavior PRS (PGS001923) significantly interacted with a "High unsaturated fats and fruit juice" dietary pattern for baseline physical activity levels (p=0.001).
Conclusions:
- Genetic predisposition influences short-term physical activity and weight outcomes.
- Dietary patterns significantly moderate the effects of genetic predisposition on these outcomes.
- The multifactorial nature of lifestyle behaviors is highlighted, with modest variance explained by the studied factors.
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