Exercise and dietary patterns The in fl uence of 15-week exercise training on dietary patterns among young adults

Background/Objectives 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. Subjects/Methods 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. Results 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). Conclusions The 15-week exercise training appeared to motivate young adults to pursue healthier dietary preferences and to regulate their food intake.

[1]  A. Vazquez,et al.  Advanced Dietary Patterns Analysis Using Sparse Latent Factor Models in Young Adults. , 2018, The Journal of nutrition.

[2]  F. Booth,et al.  Sex determines effect of physical activity on diet preference: Association of striatal opioids and gut microbiota composition , 2017, Behavioural Brain Research.

[3]  Nu-Chu Liang,et al.  Diet choice patterns in rodents depend on novelty of the diet, exercise, species, and sex , 2017, Physiology & Behavior.

[4]  H. Wang,et al.  Moderate intensity treadmill exercise alters food preference via dopaminergic plasticity of ventral tegmental area-nucleus accumbens in obese mice , 2017, Neuroscience Letters.

[5]  Jiqiang Guo,et al.  Stan: A Probabilistic Programming Language. , 2017, Journal of statistical software.

[6]  Joanne L Slavin,et al.  What Is a Snack, Why Do We Snack, and How Can We Choose Better Snacks? A Review of the Definitions of Snacking, Motivations to Snack, Contributions to Dietary Intake, and Recommendations for Improvement. , 2016, Advances in nutrition.

[7]  Kai Y Lei,et al.  An Electronic Wellness Program to Improve Diet and Exercise in College Students: A Pilot Study , 2016, JMIR research protocols.

[8]  Nu-Chu Liang,et al.  Wheel running decreases palatable diet preference in Sprague–Dawley rats , 2015, Physiology & Behavior.

[9]  Nu-Chu Liang,et al.  Wheel running reduces high-fat diet intake, preference and mu-opioid agonist stimulated intake , 2015, Behavioural Brain Research.

[10]  R. Plotnikoff,et al.  Effectiveness of interventions targeting physical activity, nutrition and healthy weight for university and college students: a systematic review and meta-analysis , 2015, International Journal of Behavioral Nutrition and Physical Activity.

[11]  S. Kriemler,et al.  Impact of physical activity on energy balance, food intake and choice in normal weight and obese children in the setting of acute social stress: a randomized controlled trial , 2015, BMC Pediatrics.

[12]  Mark Hopkins,et al.  Appetite control and energy balance: impact of exercise , 2015, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[13]  G. Finlayson,et al.  The effects of a single bout of aerobic or resistance exercise on food reward , 2015, Appetite.

[14]  E. Evans,et al.  Change in weight and adiposity in college students: a systematic review and meta-analysis. , 2014, American journal of preventive medicine.

[15]  J. Temple,et al.  Short term aerobic exercise alters the reinforcing value of food in inactive adults , 2014, Appetite.

[16]  Adrian H. Taylor,et al.  Self-regulating smoking and snacking through physical activity. , 2014, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[17]  Carol Byrd-Bredbenner,et al.  Development of Young Adults Eating and Active for Health (YEAH) internet-based intervention via a community-based participatory research model. , 2014, Journal of nutrition education and behavior.

[18]  Ilse de Bourdeaudhuij,et al.  Determinants of eating behaviour in university students: a qualitative study using focus group discussions , 2014, BMC Public Health.

[19]  J. Donnelly,et al.  Does Increased Exercise or Physical Activity Alter Ad-Libitum Daily Energy Intake or Macronutrient Composition in Healthy Adults? A Systematic Review , 2014, PloS one.

[20]  M. Herring,et al.  Genetic factors in exercise adoption, adherence and obesity , 2014, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[21]  Jin Han,et al.  Morning and evening exercise , 2013, Integrative medicine research.

[22]  M. Leveritt,et al.  Acute exercise and subsequent energy intake. A meta-analysis , 2013, Appetite.

[23]  S. Gropper,et al.  Changes in body weight, composition, and shape: a 4-year study of college students. , 2012, Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme.

[24]  H. Chtourou,et al.  The Effect of Training at a Specific Time of Day: A Review , 2012, Journal of strength and conditioning research.

[25]  Adrian H. Taylor,et al.  Brisk walking reduces ad libitum snacking in regular chocolate eaters during a workplace simulation , 2012, Appetite.

[26]  Michael R McGuigan,et al.  Circadian rhythms in exercise performance: implications for hormonal and muscular adaptation. , 2011, Journal of sports science & medicine.

[27]  D. Stensel Exercise, Appetite and Appetite-Regulating Hormones: Implications for Food Intake and Weight Control , 2011, Annals of Nutrition and Metabolism.

[28]  J. Foreyt,et al.  Exposing College Students to Exercise: The Training Interventions and Genetics of Exercise Response (TIGER) Study , 2010, Journal of American college health : J of ACH.

[29]  H. Wengreen,et al.  Change in diet, physical activity, and body weight among young-adults during the transition from high school to college , 2009, Nutrition journal.

[30]  Adrian H. Taylor,et al.  Acute effects of brisk walking on urges to eat chocolate, affect, and responses to a stressor and chocolate cue. An experimental study , 2009, Appetite.

[31]  R. Winett,et al.  Weight gain prevention: identifying theory-based targets for health behavior change in young adults. , 2008, Journal of the American Dietetic Association.

[32]  H. Truby,et al.  A review of the effects of exercise on appetite regulation: an obesity perspective , 2008, International Journal of Obesity.

[33]  Jane Kolodinsky,et al.  Knowledge of current dietary guidelines and food choice by college students: better eaters have higher knowledge of dietary guidance. , 2007, Journal of the American Dietetic Association.

[34]  G. Block,et al.  Validity and reliability of the Block98 food-frequency questionnaire in a sample of Canadian women , 2006, Public Health Nutrition.

[35]  T. Horio Effect of Physical Exercise on Human Preference for Solutions of Various Sweet Substances , 2004, Perceptual and motor skills.

[36]  Penny Gordon-Larsen,et al.  Longitudinal physical activity and sedentary behavior trends: adolescence to adulthood. , 2004, American journal of preventive medicine.

[37]  Bärbel Knäuper,et al.  Compensatory health beliefs: scale development and psychometric properties , 2004 .

[38]  S. Pelican,et al.  Moderate physical activity and its relationship to select measures of a healthy diet. , 2004, The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association.

[39]  J. Shapiro,et al.  The freshman year of college as a critical period for weight gain: an initial evaluation. , 2003, Eating behaviors.

[40]  J. Garrett,et al.  The Natural History of the Development of Obesity in a Cohort of Young U.S. Adults between 1981 and 1998 , 2002, Annals of Internal Medicine.

[41]  Marla Reicks,et al.  Exercise as a gateway behavior for healthful eating among older adults: an exploratory study. , 2002, Journal of nutrition education and behavior.

[42]  James W. Anderson,et al.  Long-term weight-loss maintenance: a meta-analysis of US studies. , 2001, The American journal of clinical nutrition.

[43]  C R Nigg,et al.  Stages of change across ten health risk behaviors for older adults. , 1999, The Gerontologist.

[44]  Hely Tuorila,et al.  Health and taste attitudes in the prediction of use frequency and choice between less healthy and more healthy snacks , 1999 .

[45]  M. Leshem,et al.  Exercise Increases the Preference for Salt in Humans , 1999, Appetite.

[46]  Y. Kawamura,et al.  Influence of physical exercise on human preferences for various taste solutions. , 1998, Chemical senses.

[47]  R. Kanarek,et al.  Preferences for foods with varying levels of salt and fat differ as a function of dietary restraint and exercise but not menstrual cycle , 1995, Physiology & Behavior.

[48]  J. Blundell,et al.  Exercise-induced suppression of appetite: effects on food intake and implications for energy balance. , 1994, European journal of clinical nutrition.

[49]  Hongtao Yang,et al.  Swimming exercise reduces preference for a high-fat diet by increasing insulin sensitivity in C57BL/6 mice , 2017, Neuroreport.

[50]  U. Wisløff,et al.  Effect of moderate- and high-intensity acute exercise on appetite in obese individuals. , 2015, Medicine and science in sports and exercise.

[51]  R. Dishman,et al.  Exercise dose, exercise adherence, and associated health outcomes in the TIGER study. , 2014, Medicine and science in sports and exercise.

[52]  Neil M. Johannsen,et al.  The role of exercise and physical activity in weight loss and maintenance. , 2014, Progress in cardiovascular diseases.

[53]  Cedric E. Ginestet ggplot2: Elegant Graphics for Data Analysis , 2011 .

[54]  S. Roberts,et al.  The effects of exercise on food intake and body fatness: a summary of published studies. , 2007, Nutrition reviews.

[55]  Carlos M. Carvalho,et al.  BFRM : Software for Bayesian Factor Regression Models , 2007 .

[56]  M. Marquis,et al.  Exploring convenience orientation as a food motivation for college students living in residence halls , 2005 .

[57]  Matthew West,et al.  Bayesian factor regression models in the''large p , 2003 .

[58]  R. Thayer,et al.  Mood and behavior (smoking and sugar snacking) following moderate exercise: A partial test of self-regulation theory , 1993 .