Abstract
Future personalized approaches to weight management are likely to include consideration of genetic influences on eating behaviors. This study explores whether genetic beliefs about eating behaviors influence dietary self-efficacy and confidence. In a survey of 261 individuals of various weight statuses, we find that endorsing genetic causes of two specific eating behaviors (taste preference and disinhibition) predicts poorer dietary self-efficacy for people who exhibit these eating behaviors. This suggests there may be utility to considering eating behaviors individually when it comes to predicting the influence of genetic information provision in the service of precision medicine interventions. Individuals with high disinhibited eating and/or bitter taster status may be particularly sensitive to interpreting genetic predisposition information in ways that undercut self-efficacy and confidence.
Notes
Participants were asked about genetic causes of taste preferences in general, not bitter taste preferences specifically.
References
Bomberg, E. M., Ryder, J. R., Brundage, R. C., Straka, R. J., Fox, C. K., Gross, A. C., Oberle, M. M., Bramante, C. T., Sibley, S., & Kelly, A. S. (2019). Precision medicine in adult and pediatric obesity: A clinical perspective. Therapeutic Advances in Endocrinology and Metabolism, 10, 1–25. https://doi.org/10.1177/2042018819863022
Bouhlal, S., McBride, C. M., Trivedi, N. S., Agurs-Collins, T., & Persky, S. (2017). Identifying eating behavior phenotypes and their correlates: A novel direction toward improving weight management interventions. Appetite, 111, 142–150. https://doi.org/10.1016/j.appet.2016.12.006
Boutelle, K. N., Manzano, M. A., & Eichen, D. M. (2020). Appetitive traits as targets for weight loss: The role of food cue responsiveness and satiety responsiveness. Physiology & Behavior. https://doi.org/10.1016/j.physbeh.2020.113018
Bryant, E. J., King, N. A., & Blundell, J. E. (2008). Disinhibition: Its effects on appetite and weight regulation. Obesity Reviews, 9(5), 409–419. https://doi.org/10.1111/j.1467-789X.2007.00426.x
Byrne, S., Barry, D., & Petry, N. M. (2012). Predictors of weight loss success. Exercise vs. dietary self-efficacy and treatment attendance. Appetite, 58(2), 695–698. https://doi.org/10.1016/j.appet.2012.01.005
Cox, D. N., Hendrie, G. A., & Carty, D. (2016). Sensitivity, hedonics and preferences for basic tastes and fat amongst adults and children of differing weight status: A comprehensive review. Food Quality and Preference, 48, 359–367. https://doi.org/10.1016/j.foodqual.2015.01.006
Dotson, C. D., Shaw, H. L., Mitchell, B. D., Munger, S. D., & Steinle, N. I. (2010). Variation in the gene TAS2R38 is associated with the eating behavior disinhibition in Old Order Amish women. Appetite, 54(1), 93–99. https://doi.org/10.1016/j.appet.2009.09.011
Haider-Markel, D. P., & Joslyn, M. R. (2018). “Nanny State” politics: Causal attributions about obesity and support for regulation. American Politics Research, 46(2), 199–216. https://doi.org/10.1177/1532673X17691493
Hoyt, C. L., Burnette, J. L., & Auster-Gussman, L. (2014). “Obesity is a disease”: Examining the self-regulatory impact of this public-health message. Psychological Science, 25(4), 997–1002.
Knerr, S., Bowen, D., Beresford, S., & Wang, C. (2016). Genetic causal beliefs about obesity, self-efficacy for weight control, and obesity-related behaviors in a middle-aged female cohort. Psychology and Health, 31(4), 420–435. https://doi.org/10.1080/08870446.2015.1115503
Lowe, M. R., Butryn, M. L., Didie, E. R., Annunziato, R. A., Thomas, J. G., Crerand, C. E., Ochner, C. N., Coletta, M. C., Bellace, D., Wallaert, M., & Halford, J. (2009). The power of food scale. A new measure of the psychological influence of the food environment. Appetite, 53(1), 114–118. https://doi.org/10.1016/j.appet.2009.05.016
Persky, S., Bouhlal, S., Goldring, M. R., & McBride, C. M. (2017). Beliefs about genetic influences on eating behaviors: Characteristics and associations with weight management confidence. Eating Behaviors, 26, 93–98. https://doi.org/10.1016/j.eatbeh.2017.02.003
Persky, S., & Yaremych, H. E. (2020). Parents’ genetic attributions for children’s eating behaviors: Relationships with beliefs, emotions, and food choice behavior. Appetite, 155, 104824. https://doi.org/10.1016/j.appet.2020.104824
Pi-Sunyer, X. (2009). The medical risks of obesity. Postgraduate Medicine, 121(6), 21–33. https://doi.org/10.3810/pgm.2009.11.2074
Rose, M. K., Costabile, K. A., Boland, S. E., Cohen, R., & Persky, S. (2019). Diabetes causal attributions among affected and unaffected individuals. BMJ Open Diabetes Research and Care. https://doi.org/10.1136/bmjdrc-2019-000708
Salas, X. R. (2015). The ineffectiveness and unintended consequences of the public health war on obesity. Canadian Journal of Public Health, 106(2), 79–81. https://doi.org/10.17269/cjph.106.4757
Sallis, J. F., Pinski, R. B., Grossman, R. M., Patterson, T. L., & Nader, P. R. (1988). The development of self-efficacy scales for health related diet and exercise behaviors. Health Education Research, 3(3), 283–292. https://doi.org/10.1093/her/3.3.283
Stunkard, A. J., & Messick, S. (1985). The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger. Journal of Psychosomatic Research, 29(1), 71–83. https://doi.org/10.1016/0022-3999(85)90010-8
Thom, G., & Lean, M. (2017). Is there an optimal diet for weight management and metabolic health? Gastroenterology, 152(7), 1739–1751. https://doi.org/10.1053/j.gastro.2017.01.056
Wang, D. D., & Hu, F. B. (2018). Precision nutrition for prevention and management of type 2 diabetes. The Lancet Diabetes and Endocrinology, 6(5), 416–426. https://doi.org/10.1016/S2213-8587(18)30037-8
Wardle, J., Guthrie, C. A., Sanderson, S., & Rapoport, L. (2001). Development of the children’s eating behaviour questionnaire. Journal of Child Psychology and Psychiatry, 42(7), 963–970. https://doi.org/10.1111/1469-7610.00792
Zhao, L., Kirkmeyer, S. V., & Tepper, B. J. (2003). A paper screening test to assess genetic taste sensitivity to 6-n-propylthiouracil. Physiology & Behavior, 78(4–5), 625–633. https://doi.org/10.1016/S0031-9384(03)00057-X
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This project was funded by the Intramural Research Program of the National Human Genome Research Institute. This project was approved by the relevant IRB and all participants indicated their consent for participation. Data from the current report are available upon request.
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All authors contributed substantially to this report, MOG planned the study, conducted data analysis, and drafted the manuscript for publication; AJM conducted data analysis and drafted the manuscript for publication; SP planned the study, was involved in data collection, conducted data analysis, and drafted the manuscript for publication.
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Gbenro, M.O., Martingano, A.J. & Persky, S. Exploring the impact of genetic beliefs about specific eating behaviors on dietary self-efficacy. J Behav Med 45, 497–502 (2022). https://doi.org/10.1007/s10865-022-00290-w
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DOI: https://doi.org/10.1007/s10865-022-00290-w