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Int J Obes (Lond). 2019 Jan 18. doi: 10.1038/s41366-018-0299-3. [Epub ahead of print]

The influence of 15-week exercise training on dietary patterns among young adults.

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Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, USA.
Departments of Information, Risk, & Operations Management and Statistics & Data Science, The University of Texas at Austin, Austin, TX, USA.
Department of Epidemiology & Biostatistics and Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, MI, USA.
Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL, USA.
Department of Nutritional Sciences, The University of Texas at Austin, Austin, TX, USA.



Little is currently known about how exercise may influence dietary patterns and/or food preferences. The present study aimed to examine the effect of a 15-week exercise training program on overall dietary patterns among young adults.


This study consisted of 2680 young adults drawn from the Training Intervention and Genetics of Exercise Response (TIGER) study. Subjects underwent 15 weeks of aerobic exercise training, and exercise duration, intensity, and dose were recorded for each session using computerized heart rate monitors. In total, 4355 dietary observations with 102 food items were collected using a self-administered food frequency questionnaire before and after exercise training (n = 2476 at baseline; n = 1859 at 15 weeks). Dietary patterns were identified using a Bayesian sparse latent factor model. Changes in dietary pattern preferences were evaluated based on the pre/post-training differences in dietary pattern scores, accounting for the effects of gender, race/ethnicity, and BMI.


Within each of the seven dietary patterns identified, most dietary pattern scores were decreased following exercise training, consistent with increased voluntary regulation of food intake. A longer duration of exercise was associated with decreased preferences for the western (β: -0.0793; 95% credible interval: -0.1568, -0.0017) and snacking (β: -0.1280; 95% credible interval: -0.1877, -0.0637) patterns, while a higher intensity of exercise was linked to an increased preference for the prudent pattern (β: 0.0623; 95% credible interval: 0.0159, 0.1111). Consequently, a higher dose of exercise was related to a decreased preference for the snacking pattern (β: -0.0023; 95% credible interval: -0.0042, -0.0004) and an increased preference for the prudent pattern (β: 0.0029; 95% credible interval: 0.0009, 0.0048).


The 15-week exercise training appeared to motivate young adults to pursue healthier dietary preferences and to regulate their food intake.


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