Diet Quality and Food Prices Modify Associations between Genetic Susceptibility to Obesity and Adiposity Outcomes
Open Access
Abstract
The role of the retail food environment in obesity risk is unclear, which may be due in part to the lack of consideration of individual differences in the responsivity to food cues. This cross-sectional investigation geo-temporally linked the CARTaGENE biobank (including genetic, dietary, lifestyle, and anthropometric data) with in-store retail food environment data to examine interactions between a polygenic risk score (PRS) for obesity and (1) diet quality (n = 6807) and (2) in-store retail food measures (n = 3718). The outcomes included adiposity-related measures and diet quality assessed using the 2010 Canadian-adapted Healthy Eating Index. A vegetable:soft drink ratio was constructed for each retail measure to assess the relative healthfulness of exposures. Generalized linear models adjusted for individual and neighborhood socio-demographic factors were used to evaluate main and interactive effects. Diet quality significantly modified the association between polygenic risk of obesity and body mass index, waist circumference, and body fat percent. A significant interaction was also observed between PRS and regular price of vegetables in relation to soft drinks on waist circumference. These results replicate previous reports of diet moderating polygenic risk of obesity and suggest that prices of low vs. high-energy density foods are an intervention target to address population obesity rates.Keywords
Funding Information
- Banting Research Foundation (2019-1408)
This publication has 41 references indexed in Scilit:
- Disclosure of Genetic Information and Change in Dietary Intake: A Randomized Controlled TrialPLOS ONE, 2014
- Fried food consumption, genetic risk, and body mass index: gene-diet interaction analysis in three US cohort studiesBMJ, 2014
- Cohort profile of the CARTaGENE study: Quebec’s population-based biobank for public health and personalized genomicsInternational Journal of Epidemiology, 2012
- Sugar-Sweetened Beverages and Genetic Risk of ObesityNew England Journal of Medicine, 2012
- Changes in Diet and Lifestyle and Long-Term Weight Gain in Women and MenNew England Journal of Medicine, 2011
- Nutrition and human health from a sex–gender perspectiveMolecular Aspects of Medicine, 2011
- New approaches to population stratification in genome-wide association studiesNature Reviews Genetics, 2010
- Food Prices and Obesity: Evidence and Policy Implications for Taxes and SubsidiesThe Milbank Quarterly, 2009
- Accuracy of body mass index in diagnosing obesity in the adult general populationInternational Journal of Obesity, 2008
- Strategies for increasing fruit and vegetable intake in grocery stores and communities: policy, pricing, and environmental changePreventive Medicine, 2004