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Loch LK, Tanofsky-Kraff M, Parker MN, Haynes HE, Te-Vazquez JA, Bloomer BF, Lazareva J, Moursi NA, Nwosu EE, Yang SB, Turner SA, Brady SM, Bowling AI, Chen KY, Yanovski JA. Associations of food reinforcement and food- related inhibitory control with adiposity and weight gain in children and adolescents. Physiol Behav 2023; 266:114198. [PMID: 37062516 PMCID: PMC10374226 DOI: 10.1016/j.physbeh.2023.114198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 03/10/2023] [Accepted: 04/13/2023] [Indexed: 04/18/2023]
Abstract
Some, but not all studies have reported that, among youth with disordered eating and high weight, the relative reinforcing value of food (RRV-F, i.e., how hard a person will work for a high-energy-dense food when another reward is available) is greater, and food-related inhibitory control (i.e., ability to withhold a response to food-related stimuli) is lower, compared to peers without disordered eating or overweight. In most studies, high RRV-F and low food-related inhibitory control have been studied separately, as independent factors, with each suggested to predict excess weight and adiposity (fat mass) gain. We hypothesized that the interaction of these factors would prospectively exacerbate risk for weight and adiposity (fat mass) gain three years later in a sample of healthy youth. At baseline, RRV-F was measured using a Behavior Choice Task with the rewards being standardized servings of chocolate candies, cheese crackers, or fruit snacks. Food-related inhibitory control was determined by performance in response to food and non-food stimuli during a Food Go/No-Go task. At baseline and 3-year visits, total body adiposity was measured by dual-energy X-ray absorptiometry (DXA) and body mass index (BMI) was obtained using measured weight and height. A linear regression was conducted with 3-year adiposity as the dependent variable. RRV-F, food-related inhibitory control, and the RRV-F x food-related inhibitory control interaction as independent variables. Baseline adiposity, age, height, sex, race/ethnicity, and days between visits were included as covariates for model predicting 3-year adiposity. Baseline BMI, age, sex, race/ethnicity, and days between visits were included as covariates for model predicting 3-year BMI. One-hundred and nine youth (mean 12.4±2.7y, mean 0.50±1.02 BMIz, 30.3% with overweight/obesity, 45.9% female, 51.4% non-Hispanic White), 8-17 years at baseline, were studied. Baseline food-related inhibitory control (βunstandardized = 0.33, p = .037, 95% CI [.02, 0.64]), but not baseline RRV-F (βunstandardized = -0.003, p = .914), 95% CI [-0.05, 0.05]) was significantly associated with 3-year adiposity such that those with the poorest food-related inhibitory control (great number of commision errors) had the greatest adiposity gain. The interaction between RRV-F and food-related inhibitory control did not predict 3-year adiposity (βunstandardized = -0.07, p = .648, 95% CI [-0.39, 0.25]). The pattern of findings was the same for models examining non-food related inhibitory control. Neither baseline food-related inhibitory control (βunstandardized = 2.16, p = .256, 95% CI [-1.59, 5.92]), baseline RRV-F (βunstandardized = 0.14, p = .660, 95% CI [-0.48, 0.75]), nor their interaction (βunstandardized = -1.18, p = .547, 95% CI [-5.04, 2.69]) were significantly associated with 3-year BMI. However, non-food related inhibitory control (βunstandardized = 0.54, p = .038, 95% CI [.22, 7.15]) was significantly associated with 3-year BMI. In summary, food-related inhibitory control but not RRV-F, was associated with changes in adiposity in a sample of children and adolescents. Among generally healthy youth, food-related inhibitory control may be a more relevant risk factor than food reinforcement for adiposity gain. Additional data are needed to determine how inhibitory control and reward systems, as well as other disinhibited eating behaviors/traits, may interact to promote excess weight gain over time in youth.
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Affiliation(s)
- Lucy K Loch
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Marian Tanofsky-Kraff
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States; Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD, United States; Department of Medicine, Military Cardiovascular Outcomes Research (MiCOR) Program, USU, Bethesda, MD, United States.
| | - Megan N Parker
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States; Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD, United States
| | - Hannah E Haynes
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States; Department of Medicine, Military Cardiovascular Outcomes Research (MiCOR) Program, USU, Bethesda, MD, United States; Metis Foundation, San Antonio, TX, United States
| | - Jennifer A Te-Vazquez
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Bess F Bloomer
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Julia Lazareva
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Nasreen A Moursi
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States; Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD, United States
| | - Ejike E Nwosu
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Shanna B Yang
- Nutrition Department, Clinical Center, National Institutes of Health, Bethesda, MD 20892, United States
| | - Sara A Turner
- Nutrition Department, Clinical Center, National Institutes of Health, Bethesda, MD 20892, United States
| | - Sheila M Brady
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Andrea I Bowling
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
| | - Kong Y Chen
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD 20892, United States
| | - Jack A Yanovski
- Division of Intramural Research, National Institutes of Health (NIH), Section on Growth and Obesity, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), Bethesda, MD, United States
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Parker MN, Faulkner LM, Shank LM, Schvey NA, Loch LK, Haynes HE, Bloomer BF, Moursi NA, Fatima S, Te-Vazquez JA, Brady SM, Yang SB, Turner SA, Tanofsky-Kraff M, Yanovski JA. Heart Rate Variability and Laboratory-Based Loss-of-Control Eating in Children and Adolescents. Nutrients 2022; 14:nu14194027. [PMID: 36235684 PMCID: PMC9570996 DOI: 10.3390/nu14194027] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 09/21/2022] [Accepted: 09/26/2022] [Indexed: 11/24/2022] Open
Abstract
Among youth, greater heart rate (HR) and lesser HR variability (HRV) are precursors to loss-of-control (LOC) eating episodes in the natural environment. However, there are limited data examining whether pre-meal HR and HRV are associated with greater LOC-eating in the laboratory setting. We therefore examined temporal relationships between pre-meal HR, frequency- and time-based metrics of pre-meal HRV, perceived LOC-eating, and energy intake during a meal designed to simulate a LOC-eating episode. Among 209 participants (54.5% female, 12.58 ± 2.72 years, 0.52 ± 1.02 BMIz), 19 reported LOC-eating in the prior month. Perceived LOC-eating during the laboratory meal was not significantly linked to pre-meal HR (p = 0.37), but was positively related to pre-meal HRV (ps = 0.02–0.04). This finding was driven by youth with recent LOC-eating, as these associations were not significant when analyses were run only among participants without recent reported LOC-eating (p = 0.15–0.99). Pre-meal HR and HRV were not significantly related to total energy intake (ps = 0.27–0.81). Additional research is required to determine whether early-stage pediatric LOC-eating is preceded by a healthy pre-meal stress response. Longitudinal studies could help clarify whether this pattern becomes less functional over time among youth who develop recurrent LOC-eating episodes.
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Affiliation(s)
- Megan N. Parker
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD 20814, USA
| | - Loie M. Faulkner
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Lisa M. Shank
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD 20814, USA
| | - Natasha A. Schvey
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD 20814, USA
| | - Lucy K. Loch
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Hannah E. Haynes
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Bess F. Bloomer
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Nasreen A. Moursi
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD 20814, USA
| | - Syeda Fatima
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Jennifer A. Te-Vazquez
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Sheila M. Brady
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
| | - Shanna B. Yang
- Nutrition Department, NIH Clinical Center, 10 Center Drive, Bethesda, MD 20892, USA
| | - Sara A. Turner
- Nutrition Department, NIH Clinical Center, 10 Center Drive, Bethesda, MD 20892, USA
| | - Marian Tanofsky-Kraff
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
- Department of Medical and Clinical Psychology, Uniformed Services University of the Health Sciences (USU), Bethesda, MD 20814, USA
| | - Jack A. Yanovski
- Section on Growth and Obesity, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), National Institutes of Health (NIH), 10 Center Drive, Room 1-3330, Bethesda, MD 20892, USA
- Correspondence: ; Tel.: +1-301-496-0858
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