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Finlayson G, Allen R, Baaij A, Beaulieu K, Buckland NJ, Dakin C, Dalton M, O'Driscoll R, Duarte C, Gibbons C, Hopkins M, Horgan G, James Stubbs R. Food-level predictors of self-reported liking and hedonic overeating: Putting ultra-processed foods in context. Appetite 2025:108029. [PMID: 40294718 DOI: 10.1016/j.appet.2025.108029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2025] [Revised: 04/24/2025] [Accepted: 04/25/2025] [Indexed: 04/30/2025]
Abstract
The reward value people assign to foods is determined by their intrinsic (food-level) properties and moderated by individual factors such as traits, states and beliefs. There is a need for more systematic, structured analyses of the food-level characteristics that explain cognitions about food reward such as palatability and their risk for reward-driven overeating. This research, consisting of three studies, aimed to explore the nutritional, sensory and cognitive characteristics and attributes of foods as determinants of food reward-related outcomes. Across three sequential online study designs, 1176 men and 2188 women from the general population rated sub-samples of 436 foods which were sampled from databases and photographed to represent ready-to-eat food and beverage products in the UK. The study outcomes were self-reported food liking and hedonic overeating, while the predictors were the nutritional composition of the foods including ultra-processed food status (UPFs) and carbohydrate-to-fat ratio (CFR); and participants' self-reported beliefs about the nutritional and sensory characteristics of the foods. Correlation and stepwise regression analyses were used to model significant nutritional components followed by hierarchical regression models to examine self-reported food-level attributes, or CFR and UPFs as potential additive models. Across all studies, the nutritional characteristics of foods explained ∼20% variance in liking and 40-60% variance in hedonic overeating. Self-reported food-level attributes explained a further 6-33% variance in liking and 17-38% variance in hedonic overeating. UPFs explained 0-7% additional variance and CFR did not add to the nutritional models. This research demonstrates how nutritional characteristics of foods contribute to self-reported liking and hedonic overeating. Considering people's beliefs about nutrient and sensory attributes can explain more than nutrients alone, and there are negligible additive contributions from CFR or UPFs on food reward.
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Affiliation(s)
| | - Rebecca Allen
- Department of Psychology, University of Sheffield, Sheffield, S1 4DP, UK
| | - Angelika Baaij
- School of Psychology, University of Leeds, Leeds, LS2 9JZ, UK
| | | | - Nicola J Buckland
- Department of Psychology, University of Sheffield, Sheffield, S1 4DP, UK
| | - Clarissa Dakin
- School of Food Science & Nutrition, University of Leeds, Leeds, LS2 9JU, UK
| | - Michelle Dalton
- School of Social and Behavioural Sciences, Leeds Trinity University, Leeds, LS18 5HD, UK
| | | | - Cristiana Duarte
- School of Education, Language & Psychology, York St John University, York, YO31 7EX, UK
| | | | - Mark Hopkins
- School of Food Science & Nutrition, University of Leeds, Leeds, LS2 9JU, UK
| | - Graham Horgan
- Biomathematics and Statistics Scotland, Rowett Institute, University of Aberdeen, Aberdeen, AB25 2ZD, Scotland, UK
| | - R James Stubbs
- School of Psychology, University of Leeds, Leeds, LS2 9JZ, UK
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Labonté K, Fantino M, Nielsen DE. Disentangling inhibition toward food and non-food stimuli across two hunger levels: An fNIRS study. Appetite 2024; 203:107678. [PMID: 39277924 DOI: 10.1016/j.appet.2024.107678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 08/01/2024] [Accepted: 09/10/2024] [Indexed: 09/17/2024]
Abstract
While individuals tend to display poorer inhibitory control toward food-related than neutral stimuli, it is unclear whether this challenge is specific to food or extends to other pleasant stimuli. Uncertainty also remains regarding the general impact of hunger on inhibition. To address these questions, we used a within-subjects design whereby 44 healthy adults completed two go/no-go tasks including no-go images of highly palatable foods and no-go images of animals matched for valence and physical properties. Both tasks were completed one week apart in either a fed or a fasted state. Prefrontal cortex activity was measured using functional near-infrared spectroscopy. Poorer behavioral inhibition was observed when participants needed to withhold their response to images of food compared to animals, regardless of hunger state. In addition, more commission errors were made in the fasted compared to the fed condition, regardless of the type of image to avoid responding to. Responses to go trials were slower when these trials were interspersed with food compared to animal no-go trials. However, hunger did not influence go response time. Greater activation was observed in the dorsolateral prefrontal cortex during blocks of trials with (vs. without) no-go images, but brain activity did not differ according to the type of no-go image. The effect of hunger on prefrontal brain activity was also not significant. Exploratory correlations showed that food-related inhibition deficits were positively related to self-reported impulsivity, but unrelated to body mass index. This study suggests that even among healthy adults, food-related inhibitory control may have a unique behavioral signature beyond general inhibition toward pleasant stimuli. Hunger also exerts an independent influence on general inhibitory capabilities, highlighting the importance of carefully controlling hunger levels in inhibition studies.
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Affiliation(s)
- Katherine Labonté
- School of Human Nutrition, McGill University, Macdonald-Stewart Building, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada.
| | - Manon Fantino
- School of Human Nutrition, McGill University, Macdonald-Stewart Building, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada.
| | - Daiva E Nielsen
- School of Human Nutrition, McGill University, Macdonald-Stewart Building, 21111 Lakeshore Road, Sainte-Anne-de-Bellevue, QC, H9X 3V9, Canada.
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Moore H, Pereira B, Fillon A, Miguet M, Masurier J, Beaulieu K, Finlayson G, Thivel D. The association between obesity severity and food reward in adolescents with obesity: a one-stage individual participant data meta-analysis. Eur J Nutr 2024; 63:1241-1255. [PMID: 38376518 DOI: 10.1007/s00394-024-03348-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 01/20/2024] [Indexed: 02/21/2024]
Abstract
BACKGROUND Food reward and cue reactivity have been linked prospectively to problematic eating behaviours and excess weight gain in adults and children. However, evidence to date in support of an association between degree of adiposity and food reward is tenuous. A non-linear relationship between reward sensitivity and obesity degree has been previously proposed, suggesting a peak is reached in mild obesity and decreases in more severe obesity in a quadratic fashion. OBJECTIVE To investigate and characterise in detail the relationship between obesity severity, body composition, and explicit and implicit food reward in adolescents with obesity. METHODS Data from seven clinical trials in adolescents with obesity were aggregated and analysed in an independent participant data meta-analysis. Linear and curvilinear relationships between the degree of obesity and explicit and implicit reward for sweet and high fat foods were tested in fasted and fed states with BMI-z score as a continuous and discrete predictor using clinically recognised partitions. RESULTS Although positive associations between obesity severity and preference for high-fat (i.e. energy dense) foods were observed when fasted, none reached significance in either analysis. Conversely, adiposity was reliably associated with lower reward for sweet, particularly when measured as implicit wanting (p = 0.012, ηp2 = 0.06), independent of metabolic state. However, this significant association was only observed in the linear model. Fat distribution was consistently associated with explicit and implicit preference for high-fat foods. CONCLUSIONS A limited relationship was demonstrated between obesity severity and food reward in adolescents, although a lower preference for sweet could be a signal of severe obesity in a linear trend. Obesity is likely a heterogenous condition associated with multiple potential phenotypes, which metrics of body composition may help define. CLINICAL TRIAL REGISTRATIONS NCT02925572: https://classic. CLINICALTRIALS gov/ct2/show/NCT02925572 . NCT03807609: https://classic. CLINICALTRIALS gov/ct2/show/NCT03807609 . NCT03742622: https://classic. CLINICALTRIALS gov/ct2/show/NCT03742622 . NCT03967782: https://classic. CLINICALTRIALS gov/ct2/show/NCT03967782 . NCT03968458: https://classic. CLINICALTRIALS gov/ct2/show/NCT03968458 . NCT04739189: https://classic. CLINICALTRIALS gov/ct2/show/NCT04739189 . NCT05365685: https://www. CLINICALTRIALS gov/study/NCT05365685?tab=history .
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Affiliation(s)
- Halim Moore
- EA 3533, Laboratory of the Metabolic Adaptations to Exercise Under Physiological and Pathological Conditions (AME2P), CRNH Auvergne, Clermont Auvergne University, 3 Rue de La Chebarde, 63170, Clermont-Ferrand, Aubière, France.
| | - Bruno Pereira
- Unit of Biostatistics (DRCI), Clermont-Ferrand University Hospital, Clermont-Ferrand, France
| | - Alicia Fillon
- EA 3533, Laboratory of the Metabolic Adaptations to Exercise Under Physiological and Pathological Conditions (AME2P), CRNH Auvergne, Clermont Auvergne University, 3 Rue de La Chebarde, 63170, Clermont-Ferrand, Aubière, France
- Observatoire National de l'Activité Physique et de la Sédentarité (ONAPS), Faculty of Medicine, Clermont Auvergne University, Clermont-Ferrand, France
| | - Maud Miguet
- Laboratoire CIAMS Complexité, Innovation, Activités Motrices et Sportives, Fédération SAPRéM, 2 Allée du Château, 45062, Orléans Cedex 2, France
- Department of Surgical Sciences, Functional Pharmacology and Neuroscience, Uppsala University, Uppsala, Sweden
| | - Julie Masurier
- Nutrition Obesity Clincal Center UGECAM, Clermont-Ferrand, France
| | - Kristine Beaulieu
- Appetite Control and Energy Balance Research Group, School of Psychology, Faculty of Medicine and Health, University of Leeds, Leeds, West Yorkshire, UK
| | - Graham Finlayson
- Appetite Control and Energy Balance Research Group, School of Psychology, Faculty of Medicine and Health, University of Leeds, Leeds, West Yorkshire, UK
| | - David Thivel
- EA 3533, Laboratory of the Metabolic Adaptations to Exercise Under Physiological and Pathological Conditions (AME2P), CRNH Auvergne, Clermont Auvergne University, 3 Rue de La Chebarde, 63170, Clermont-Ferrand, Aubière, France
- Observatoire National de l'Activité Physique et de la Sédentarité (ONAPS), Faculty of Medicine, Clermont Auvergne University, Clermont-Ferrand, France
- International Research Chair Health in Motion, Clermont Auvergne University Foundation, Clermont-Ferrand, France
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Diktas HE, Keller KL, Roe LS, Rolls BJ. Children's Portion Selection Is Predicted by Food Liking and Is Related to Intake in Response to Increased Portions. J Nutr 2022; 152:2287-2296. [PMID: 35883226 PMCID: PMC9535443 DOI: 10.1093/jn/nxac162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/06/2022] [Accepted: 07/15/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND When children choose amounts of food to eat, it is unclear what influences the portions they select and whether their selections are related to the amounts they consume. OBJECTIVES Using a computer survey, we investigated the effect of food liking on portion selection in middle childhood and examined how children's selections were related to measured intake at meals in which portions of all foods were varied across 4 test days. METHODS Fifty-one children aged 7-10 y completed a computer survey of 20 common foods with a range of energy density. For each food, the survey presented sliding scales with 5 images varying in portion size and children indicated their liking and the amount they would eat at a specified meal or snack. On 4 test days in a randomized crossover design, children were served a meal of 6 foods from the survey with portions of 100%, 133%, 167%, or 200% of baseline amounts. Data were analyzed using random coefficients models. RESULTS Across the 20 foods used in the survey, portion selection ratings were predicted by food liking ratings (P < 0.0001). After accounting for liking, portion selection ratings did not vary by food energy density (P = 0.50). At the meals, intake of all 6 foods increased when larger portions were served (P = 0.002). Furthermore, the selected portion of a food on the survey was positively related both to intake of that food at the 100%-portion meal (P = 0.014) and to increased intake as larger portions were served (P < 0.0001). CONCLUSIONS Children aged 7-10 y were able to use a computer survey to choose food portions that predicted their measured intake in response to increased portions. The relation of liking to selection and intake indicates that to promote children's consumption of larger portions of low-energy-dense foods such as fruits and vegetables, these foods must be well liked by the children. This trial was registered at clinicaltrials.gov as NCT02759523.
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Affiliation(s)
- Hanim E Diktas
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA
| | - Kathleen L Keller
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA.,Department of Food Science, The Pennsylvania State University, University Park, PA, USA
| | - Liane S Roe
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA
| | - Barbara J Rolls
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA , USA
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Sina E, Boakye D, Christianson L, Ahrens W, Hebestreit A. Social Media and Children's and Adolescents' Diets: A Systematic Review of the Underlying Social and Physiological Mechanisms. Adv Nutr 2022; 13:913-937. [PMID: 35218190 PMCID: PMC9156385 DOI: 10.1093/advances/nmac018] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 01/23/2022] [Accepted: 02/18/2022] [Indexed: 12/21/2022] Open
Abstract
The association between social media (SM) and children's and adolescents' diet is poorly understood. This systematic literature review aims to explore the role of SM in children's and adolescents' diets and related behaviors, considering also the underlying mechanisms. We searched Medline, Scopus, and CINAHL (2008-December 2021) for studies assessing the relation of SM exposure with food intake, food preference, dietary behaviors, and the underlying mechanisms (e.g., brain activation to digital food images-as proxy for SM food images) among healthy children and adolescents aged 2-18 y. A total of 35 articles were included. Of 4 studies, 1 found that exposure to peers' videos on healthy eating, but not SM influencers', increased vegetable intake. Most studies reported that SM was associated with skipping breakfast, increased intake of unhealthy snacks and sugar-sweetened beverages, and lower fruit and vegetable intake, independent of age. Children and adolescents exposed to unhealthy compared with healthy digital food images showed increased brain response in reward- and attention-related regions. The mechanisms underpinning the abovementioned associations were 1) physiological (appetitive state, increased neural response to portion size and energy density of food depicted) and 2) social (food advertising via SM influencers and peers). SM exposure leads to unfavorable eating patterns both in children and adolescents. The identified mechanisms may help tailor future health interventions. Downregulating SM advertising and limiting SM exposure to children and adolescents may improve food intake and subsequent health outcomes. The protocol of this review was registered in PROSPERO as CRD42020213977 (https://www.crd.york.ac.uk/prospero/).
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Affiliation(s)
| | - Daniel Boakye
- Leibniz Institute for Prevention Research and Epidemiology—BIPS, Bremen, Germany
| | - Lara Christianson
- Leibniz Institute for Prevention Research and Epidemiology—BIPS, Bremen, Germany
| | - Wolfgang Ahrens
- Leibniz Institute for Prevention Research and Epidemiology—BIPS, Bremen, Germany
| | - Antje Hebestreit
- Leibniz Institute for Prevention Research and Epidemiology—BIPS, Bremen, Germany
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6
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Efraim M, Kirwan CB, Muncy NM, Tucker LA, Kwon S, Bailey BW. Acute after-school screen time in children decreases impulse control and activation toward high-calorie food stimuli in brain regions related to reward and attention. Brain Imaging Behav 2021; 15:177-189. [PMID: 32128716 DOI: 10.1007/s11682-019-00244-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The purpose of this study was to examine the effects of after-school sedentary screen time on children's brain activation in reward and cognitive control regions in response to pictures of high- and low-calorie foods. Thirty-two children participated in a randomized crossover study with counterbalanced treatment conditions. Conditions took place on separate days after school and included three hours of active or sedentary play. After each condition, neural activation was assessed using functional magnetic resonance imaging (fMRI) while participants completed a go/no-go task involving pictures of high- and low-calorie foods. General response inhibition was also measured using the Stroop task. Hunger was measured upon arrival to the testing facility and just prior to fMRI scans. Mixed effects models were used to evaluate main effects and interactions. Significant stimulus by condition interactions were found in the right superior parietal cortex, and left anterior cingulate cortex (Ps ≤ 0.05). High-calorie pictures elicited significantly more activation bilaterally in the orbitofrontal cortex compared to low-calorie pictures (Ps ≤ 0.05). Stroop task performance diminished significantly following the sedentary condition compared to the active (P ≤ 0.05). Subjective feelings of hunger were not different between conditions at any point. Sedentary screen time was associated with significantly decreased response inhibition and a reversed brain activation pattern to pictures of high- and low-calorie foods compared to active play, in areas of the brain important to the modulation of food intake. Decreased attention, and impulse control following sedentary screen time may contribute to disinhibited eating that can lead to overweight and obesity.
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Affiliation(s)
- Mary Efraim
- Department of Exercise Sciences, Brigham Young University, 267 Smith Fieldhouse, Provo, UT, 84602, USA
| | - C Brock Kirwan
- Department of Psychology, Neuroscience Center, Brigham Young University, Provo, UT, USA
| | - Nathan M Muncy
- Department of Psychology, Neuroscience Center, Brigham Young University, Provo, UT, USA
| | - Larry A Tucker
- Department of Exercise Sciences, Brigham Young University, 267 Smith Fieldhouse, Provo, UT, 84602, USA
| | - Sunku Kwon
- Department of Exercise Sciences, Brigham Young University, 267 Smith Fieldhouse, Provo, UT, 84602, USA
| | - Bruce W Bailey
- Department of Exercise Sciences, Brigham Young University, 267 Smith Fieldhouse, Provo, UT, 84602, USA.
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Appetite self-regulation declines across childhood while general self-regulation improves: A narrative review of the origins and development of appetite self-regulation. Appetite 2021; 162:105178. [PMID: 33639246 DOI: 10.1016/j.appet.2021.105178] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 02/18/2021] [Accepted: 02/21/2021] [Indexed: 02/07/2023]
Abstract
This narrative review discusses the origins and development of appetite self-regulation (ASR) in childhood (from infancy to age 6 or 7 years). The origins, or foundations, are the biological infrastructure associated with appetite regulation and appetite self-regulation. Homeostatic regulation in infancy is examined and then evidence about developmental change in components of ASR. The main ASR-related components covered are: delay-of-gratification, caloric compensation, eating in the absence of hunger, food responsiveness/hedonics and fussy eating. The research included behavioral measures, parent-reports of appetitive traits and fMRI studies. There were two main trends in the evidence: a decline across childhood in the components of ASR associated with food approach (and therefore an increase in disinhibited eating), and wide individual differences. The decline in ASR contrasts with general self-regulation (GSR) where the evidence is of an improvement across childhood. For many children, bottom-up automatic reactive processes via food reward/hedonics or food avoidance as in fussy eating, appear not to be matched by improvements in top-down regulatory capacities. The prominence of bottom-up processes in ASR could be the main factor in possible differences in developmental paths for GSR and ASR. GSR research is situated in developmental science with its focus on developmental processes, theory and methodology. In contrast, the development of ASR at present does not have a strong developmental tradition to access and there is no unifying model of ASR and its development. We concluded (1) outside of mean-level or normative changes in the components of ASR, individual differences are prominent, and (2) there is a need to formulate models of developmental change in ASR together with appropriate measurement, research designs and data analysis strategies.
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Abstract
PURPOSE OF REVIEW The goal of the current paper is to review the literature on the neural and behavioral factors involved in food decision-making in youth. RECENT FINDINGS Recent neuroimaging studies that employ passive viewing paradigms have found that exposure to food-related cues activate reward, motor planning, and attentional salience signals in children. Greater activations of reward signals and/or lower activations of control signals are associated with overeating and weight gain. Neuroimaging studies with decision-making paradigms have found the reward network in the brain activates during food choices, while control network activates less strongly. Findings suggest that exposure to food cues activates reward/valuation network, but activation of control network tends to be relatively weaker in children. Hedonic aspects of foods are predominantly considered in children's food choices, and their dietary self-control is not matured yet. The increased activation in reward network and the decreased activation in control network are associated with risk of developing obesity.
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Affiliation(s)
- Oh-Ryeong Ha
- Department of Psychology, University of Missouri-Kansas City, 5030 Cherry St, Kansas City, MO, 64110, USA
| | - Seung-Lark Lim
- Department of Psychology, University of Missouri-Kansas City, 5030 Cherry St, Kansas City, MO, 64110, USA
| | - Amanda S Bruce
- Department of Pediatrics, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS, 66160, USA.
- Center for Children's Healthy Lifestyles and Nutrition; Children's Mercy Hospital, Kansas City, MO, USA.
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9
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A neurobehavioral study on the efficacy of price interventions in promoting healthy food choices among low socioeconomic families. Sci Rep 2020; 10:15435. [PMID: 32963284 PMCID: PMC7508865 DOI: 10.1038/s41598-020-71082-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 07/16/2020] [Indexed: 11/08/2022] Open
Abstract
Given the healthcare costs associated with obesity (especially in childhood), governments have tried several fiscal and policy interventions such as lowering tax and giving rebates to encourage parents to choose healthier food for their family. The efficacy of such fiscal policies is currently being debated. Here we address this issue by investigating how behavioral and brain-based responses in parents with low socioeconomic status change when rebates and lower taxes are offered on healthy food items. We performed behavioral and brain-based experiments, with the latter employing electroencephalography (EEG) acquired from parents while they shop in a simulated shopping market as well as follow up functional magnetic resonance imaging (fMRI) in the more restricted scanner environment. Behavioral data show that lower tax and rebate on healthy foods increase their purchase significantly compared to baseline. Rebate has a higher effect than lower tax treatment. From the EEG and fMRI experiments, we first show that healthy/unhealthy foods elicit least/maximal reward response in the brain, respectively. Further, by offering lower tax or rebate on healthy food items, the reward signal for such items in the brain is significantly enhanced. Second, we demonstrate that rebate is more effective than lower tax in encouraging consumers to purchase healthy food items, driven in part, by higher reward-related response in the brain for rebate. Third, fiscal interventions decreased the amount of frontal cognitive control required to buy healthy foods despite their lower calorific value as compared to unhealthy foods. Finally, we propose that it is possible to titrate the amount of tax reductions and rebates on healthy food items so that they consistently become more preferable than unhealthy foods.
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10
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Rohlfs Domínguez P. New insights into the ontogeny of human vegetable consumption: From developmental brain and cognitive changes to behavior. Dev Cogn Neurosci 2020; 45:100830. [PMID: 32736313 PMCID: PMC7394763 DOI: 10.1016/j.dcn.2020.100830] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 07/15/2020] [Accepted: 07/23/2020] [Indexed: 12/14/2022] Open
Abstract
There is research gap regarding how mental growth and brain maturation may impact on vegetable consumption. We have identified particular brain maturation and mental growth patterns that may affect child vegetable consumption. Both of these developmental patterns partially match with the Piagetian theory of development. We have identified a series of potential modulating factors. The 3–4 and 4−5 age ranges might potential sensitive periods for acquisition of brand knowledge of foods and health-related abstract concepts.
Relatively little is known about how mental development during childhood parallels brain maturation, and how these processes may have an impact on changes in eating behavior: in particular in vegetable consumption. This review aims to bridge this research gap by integrating both recent findings from the study on brain maturation with recent results from research on cognitive development. Developmental human neuroscientific research in the field of the sensory systems and on the relationship between children’s cognitive development and vegetable consumption serve as benchmarks. We have identified brain maturation and mental growth patterns that may affect child vegetable consumption and conclude that both of these developmental patterns partially match with the Piagetian theory of development. Additionally, we conclude that a series of potential modulating factors, such as learning-related experiences, may lead to fluctuations in the course of those particular developmental patterns, and thus vegetable consumption patterns. Therefore, we propose a theoretical predictive model of child vegetable consumption in which the nature of the relationship between its correlational and/or causal components should be studied in the future by adopting an integral research perspective of the three targeted study levels: brain, cognition and behavior.
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Affiliation(s)
- Paloma Rohlfs Domínguez
- Department of Psychology and Anthropology, University of Extremadura, Faculty of Nursing and Occupational Therapy and Faculty of Teaching Training, Avenida de la Universidad, s/n 10004, Cáceres Spain.
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Drenowatz C, Greier MDC, Greier K. Association of Exercise with Control of Eating and Energy Intake. CURRENT ADDICTION REPORTS 2019; 6:210-217. [DOI: 10.1007/s40429-019-00255-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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12
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Luo S, Alves J, Hardy K, Wang X, Monterosso J, Xiang AH, Page KA. Neural processing of food cues in pre-pubertal children. Pediatr Obes 2019; 14:e12435. [PMID: 30019454 PMCID: PMC6336530 DOI: 10.1111/ijpo.12435] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 04/27/2018] [Accepted: 05/17/2018] [Indexed: 12/26/2022]
Abstract
BACKGROUND/OBJECTIVES Neuroimaging investigations of brain pathways involved in reward and motivation have primarily focused on adults. This study sought to identify brain responses to visual food cues and explore its relationships with adiposity and sex in pre-pubertal children. METHODS Brain responses to palatable food vs. non-food cues were measured in 53 children (age: 8.18 ± .66 years; sex: 22 boys, 31 girls) after an overnight fast. Whole-brain analysis (cluster-correction Z > 2.3, P < .05) was performed to examine brain food cue reactivity and its relationships with adiposity and sex. RESULTS Greater brain activity in response to food vs. non-food cues was observed in regions implicated in reward (orbital frontal cortex, striatum), taste (insula, postcentral gyrus), appetite (hypothalamus), emotion (amygdala), memory (hippocampus), visual processing (occipital cortex) and attention (parietal cortex). A negative association was found between percent body fat and food cue reactivity in the medial prefrontal cortex and lateral orbital frontal cortex adjusting for age and sex. Boys compared with girls had increased food cue reactivity in right hippocampus and visual cortex. CONCLUSIONS These data suggest that body fat and sex are important moderators of brain food cue reactivity in children.
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Affiliation(s)
- Shan Luo
- Division of Endocrinology, Keck School of Medicine, University of Southern California, 90089,Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, 90089
| | - Jasmin Alves
- Division of Endocrinology, Keck School of Medicine, University of Southern California, 90089,Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, 90089
| | - Kristen Hardy
- Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, 90089
| | - Xinhui Wang
- Department of Research and Evaluation, Kaiser Permanente Southern California, 91101
| | - John Monterosso
- Neuroscience Graduate Program, University of Southern California, 90089,Department of Psychology, University of Southern California, 90089
| | - Anny H. Xiang
- Department of Research and Evaluation, Kaiser Permanente Southern California, 91101
| | - Kathleen A. Page
- Division of Endocrinology, Keck School of Medicine, University of Southern California, 90089,Diabetes and Obesity Research Institute, Keck School of Medicine, University of Southern California, 90089,Neuroscience Graduate Program, University of Southern California, 90089,Corresponding Author: Kathleen A. Page, Associate Professor of Medicine USC Keck School of Medicine Division of Endocrinology, Diabetes and Obesity Research Institute, 2250 Alcazar Street; CSC 209, Los Angeles, CA 90089, T: (323) 442-2804, F: (323) 442-2809,
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Adise S, Geier CF, Roberts NJ, White CN, Keller KL. Food or money? Children's brains respond differently to rewards regardless of weight status. Pediatr Obes 2019; 14:e12469. [PMID: 30239165 DOI: 10.1111/ijpo.12469] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 07/12/2018] [Accepted: 07/17/2018] [Indexed: 01/23/2023]
Abstract
BACKGROUND Brain responses to both food and monetary rewards have been linked to weight gain and obesity in adults, suggesting that general sensitivity to reward contributes to overeating. However, the relationship between brain reward response and body weight in children is unclear. OBJECTIVE The objective of this study was to assess the brain's response to multiple rewards and the relationship to body weight in children. METHODS We tested this by performing functional magnetic resonance imaging while children (7- to 11-years-old; healthy weight [n = 31], overweight/obese [n = 30]) played a modified card-guessing task to assess blood-oxygen-level-dependent (BOLD) response to anticipating and winning food and money rewards. Functional magnetic resonance imaging data were analysed using a region of interest and exploratory whole-brain approach. RESULTS Region of interest results demonstrated increased BOLD response in the striatum to anticipating food vs. neutral (control) and winning money vs. neutral. Whole-brain data showed that winning money vs. food was associated with increased activation in the striatum, as well as regions associated with cognitive control and emotion. Notably, for both approaches, these effects were independent of child weight status. Additionally, children's reported food responsiveness and emotional overeating were negatively correlated with the BOLD response in the left cingulate gyrus for winning food vs. money. CONCLUSION Overall, findings from this study show that regions associated with reward, cognitive control and emotion may play a role in the brain's response to food and money rewards, independently of how much the child weighs. These findings provide insight into reward sensitivity in children, which may have implications for understanding overeating and the development of obesity.
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Affiliation(s)
- S Adise
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA
| | - C F Geier
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - N J Roberts
- Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA, USA
| | - C N White
- Department of Psychology, Missouri Western State University, St. Joseph, MO, USA
| | - K L Keller
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA.,Department of Food Science, The Pennsylvania State University, University Park, PA, USA
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Samara A, Li X, Pivik RT, Badger TM, Ou X. Brain activation to high-calorie food images in healthy normal weight and obese children: a fMRI study. BMC OBESITY 2018; 5:31. [PMID: 30524736 PMCID: PMC6276149 DOI: 10.1186/s40608-018-0209-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Accepted: 08/21/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Understanding how normal weight and obese young children process high-calorie food stimuli may provide information relevant to the neurobiology of eating behavior contributing to childhood obesity. In this study, we used fMRI to evaluate whether brain activation to high-calorie food images differs between normal weight and obese young children. METHODS Brain activation maps in response to high-calorie food images and non-food images for 22 healthy, 8-10-years-old children (N = 11/11 for normal weight/obese respectively) were generated and compared between groups. RESULTS When comparing brain activation differences in response to viewing high-calorie food versus non-food images between normal weight and obese children, group differences were observed in areas related to memory and cognitive control. Specifically, normal weight children showed higher activation of posterior parahippocampal gyri (PPHG) and dorsomedial prefrontal cortex (DMPFC). Further ROI analyses indicated higher activation strength (Z scores) in the right PPHG (p = 0.01) and higher activation strength (p < 0.001) as well as a larger activation area (p = 0.02) in the DMPFC in normal weight than obese children. CONCLUSIONS Normal weight and obese children process high-calorie food stimuli differently even from a young age. Normal weight children exhibit increased brain activation in regions associated with memory and cognitive control when viewing high-calorie food images.
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Affiliation(s)
- Amjad Samara
- Arkansas Children’s Nutrition Center, Little Rock, AR USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR USA
| | - Xuehua Li
- Arkansas Children’s Nutrition Center, Little Rock, AR USA
| | - R. T. Pivik
- Arkansas Children’s Nutrition Center, Little Rock, AR USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR USA
| | - Thomas M. Badger
- Arkansas Children’s Nutrition Center, Little Rock, AR USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR USA
| | - Xiawei Ou
- Arkansas Children’s Nutrition Center, Little Rock, AR USA
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR USA
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR USA
- Arkansas Children’s Research Institute, Little Rock, AR USA
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Miguet M, Fillon A, Khammassi M, Masurier J, Julian V, Pereira B, Lambert C, Boirie Y, Duclos M, Blundell JE, Finlayson G, Thivel D. Appetite, energy intake and food reward responses to an acute High Intensity Interval Exercise in adolescents with obesity. Physiol Behav 2018; 195:90-97. [DOI: 10.1016/j.physbeh.2018.07.018] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 07/20/2018] [Accepted: 07/21/2018] [Indexed: 01/07/2023]
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Adise S, Geier CF, Roberts NJ, White CN, Keller KL. Is brain response to food rewards related to overeating? A test of the reward surfeit model of overeating in children. Appetite 2018; 128:167-179. [PMID: 29890186 DOI: 10.1016/j.appet.2018.06.014] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Revised: 05/15/2018] [Accepted: 06/07/2018] [Indexed: 01/18/2023]
Abstract
The reward surfeit model of overeating suggests that heightened brain response to rewards contributes to overeating and subsequent weight gain. However, previous studies have not tested whether brain response to reward is associated with food intake, particularly during childhood, a period of dynamic development in reward and inhibitory control neurocircuitry. We conducted functional magnetic resonance imaging (fMRI) with 7-11-year-old children (n = 59; healthy weight, n = 31; overweight, n = 28; 54% female) while they played a modified card-guessing paradigm to examine blood-oxygen-level-dependent (BOLD) response to anticipating and winning rewards (food, money, neutral). Food intake was assessed at three separate meals that measured different facets of eating behavior: 1) typical consumption (baseline), 2) overindulgence (palatable buffet), and 3) eating in the absence of hunger (EAH). A priori regions of interest included regions implicated in both reward processing and inhibitory control. Multiple stepwise regressions were conducted to examine the relationship between intake and BOLD response to rewards. Corrected results showed that a greater BOLD response in the medial prefrontal cortex for anticipating food compared to money positively correlated with how much children ate at the baseline and palatable buffet meals. BOLD response in the dorsolateral prefrontal cortex for winning food compared to money was positively correlated with intake at the palatable buffet meal and EAH. All aforementioned relationships were independent of child weight status. Findings support the reward surfeit model by showing that increased brain response to food compared to money rewards positively correlates with laboratory measures of food intake in children.
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Affiliation(s)
- Shana Adise
- Department of Nutritional Sciences, The Pennsylvania State University, 110 Chandlee Laboratory, University Park, PA, 16802, USA
| | - Charles F Geier
- Department of Human Development and Family Studies, The Pennsylvania State University, 119 Health and Human Development Bldg, University Park, PA, 16802, USA
| | - Nicole J Roberts
- Department of Human Development and Family Studies, The Pennsylvania State University, 119 Health and Human Development Bldg, University Park, PA, 16802, USA
| | - Corey N White
- Department of Psychology, Missouri Western State University, Murphy Hall 217, St. Joseph, MO, 64507, USA
| | - Kathleen L Keller
- Department of Nutritional Sciences, The Pennsylvania State University, 110 Chandlee Laboratory, University Park, PA, 16802, USA; Department of Food Science, The Pennsylvania State University, 202 Rodney A. Erickson Food Science Building, University Park, PA, 16802, USA.
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Fearnbach SN, Masterson TD, Schlechter HA, Loken E, Downs DS, Thivel D, Keller KL. Perceived Exertion during Exercise Is Associated with Children's Energy Intake. Med Sci Sports Exerc 2017; 49:785-792. [PMID: 27902529 DOI: 10.1249/mss.0000000000001165] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE To examine the individual-level factors that predict energy intake (EI) after imposed exercise (EX) and sedentary time (SED) in children. METHODS Healthy-weight children ages 9-12 yr (n = 20) reported to the laboratory for one baseline and two experimental visits (EX and SED) each separated by 1 wk in a randomized crossover design. Percent body fat, weight (kg), and height (m) were used to calculate fat-mass index (FM index) and fat-free mass index (FFM index; kg·m). On the EX day, children exercised at 70% estimated V˙O2peak for 30 min on a cycle ergometer, whereas cardiovascular responses and RPE were measured. Objective EI (kcal) was measured at identical meals (breakfast, lunch, snack, and dinner) on the EX and SED days. RESULTS Total EI was not statistically different between the EX and SED days (t = 1.8, P = 0.09). FFM index was positively associated with EI on the EX day (r = 0.54, P < 0.05). RPE was also positively associated with EI on the EX day (r = 0.82, P < 0.001). Together, FFM index and RPE explained 77% of the variability in EX day EI (F(2,17) = 26.4, P < 0.001). For each unit increase in RPE, children consumed approximately 270 more calories on the EX day. A similar pattern of associations was observed on the SED day. CONCLUSIONS FFM index was positively associated with EI on the EX day. Despite experiencing the same 70% relative exercise intensity, increased perceived difficulty predicted greater EI on both the EX and SED day. These findings demonstrate a role for both FFM and RPE in explaining EI variability in children.
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Affiliation(s)
- S Nicole Fearnbach
- 1Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA; 2Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA; 3Department of Educational Psychology, University of Connecticut, Storrs, CT; 4Department of Kinesiology, The Pennsylvania State University, University Park, PA; 5Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), Clermont Auvergne University, Clermont-Ferrand, FRANCE; 6CRNH-Auvergne, Clermont-Ferrand, FRANCE; and 7Department of Food Science, The Pennsylvania State University, University Park, PA
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Abstract
Studies conducted by behavioural scientists show that energy density (kcal/g) provides effective guidance for healthy food choices to control intake and promote satiety. Energy density depends upon a number of dietary components, especially water (0 kcal/g) and fat (9 kcal/g). Increasing the proportion of water or water-rich ingredients, such as vegetables or fruit, lowers a food's energy density. A number of studies show that when the energy density of the diet is reduced, both adults and children spontaneously decrease their ad libitum energy intake. Other studies show that consuming a large volume of a low-energy-dense food such as soup, salad, or fruit as a first course preload can enhance satiety and reduce overall energy intake at a meal. Current evidence suggests that energy density influences intake through a complex interplay of cognitive, sensory, gastrointestinal, hormonal and neural influences. Other studies that focus on practical applications show how the strategic incorporation of foods lower in energy density into the diet allows people to eat satisfying portions while improving dietary patterns. This review discusses studies that have led to greater understanding of the importance of energy density for food intake regulation and weight management.
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Affiliation(s)
- B J Rolls
- The Pennsylvania State University, Pennsylvania, US
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Fearnbach SN, Silvert L, Pereira B, Boirie Y, Duclos M, Keller KL, Thivel D. Reduced neural responses to food cues might contribute to the anorexigenic effect of acute exercise observed in obese but not lean adolescents. Nutr Res 2017; 44:76-84. [PMID: 28821320 DOI: 10.1016/j.nutres.2017.06.006] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2017] [Revised: 05/20/2017] [Accepted: 06/26/2017] [Indexed: 01/16/2023]
Abstract
Acute exercise has been found to reduce subsequent energy intake in obese adolescents. Although it has been suggested that some neural pathways are involved in this post-exercise energy intake regulation, it remains unknown whether the post-exercise attentional response to food cues differs as a function of weight status. We hypothesize that there will be a reduction in the neural response to food cues as a result of exercise in obese adolescents, but not in their lean counterparts. Fourteen obese and 14 lean adolescent boys (12-15 years) were randomized (within-subjects design) to remain seated (CON) or to exercise 45 minutes at 65% of their maximal capacities (EX). After the exercise or sitting period, the adolescents' cognitive engagement in the processing of food vs. non-food cues was assessed during an attentional computer-based task with electroencephalography (EEG) recording. An ad libitum lunch meal was offered and appetite feelings were assessed (visual analog scales). There was no main effect of condition on energy intake in lean subjects, but obese adolescents ate significantly less following EX compared with CON (P<.05). There was no effect of condition or stimulus type (food vs. non-food) on the EEG-recorded amplitude of the P3b component in lean adolescents. However, the response to food cues was significantly reduced compared with non-food stimuli after exercise in obese participants (P<.01). Following EX, but not CON, total body weight, body mass index, and fat mass were inversely correlated with the EEG response to food-non-food stimuli (all P<.05). However, this response was not associated with ad libitum EI (both P>.1). Acute exercise favors decreased neural response to food cues compared with non-food cues in obese but not lean adolescents, suggesting differential effects of exercise on the neural processing of food cues based on weight status.
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Affiliation(s)
- S N Fearnbach
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA; Brain and Metabolism Imaging in Chonic Disease, LSU Pennington Biomedical Research Center, Baton Rouge, LA, USA.
| | - L Silvert
- Clermont Université, Université Blaise Pascal, Laboratoire de Psychologie Sociale et Cognitive, BP 10448, F-63000 Clermont-Ferrand, France; CNRS, UMR 6024, LAPSCO, F-63037 Clermont-Ferrand, France.
| | - B Pereira
- Clermont-Ferrand University hospital, Biostatistics unit (DRCI), Clermont-Ferrand, France.
| | - Y Boirie
- Department of Human Nutrition, Clermont-Ferrand University Hospital, G. Montpied Hospital, Clermont-Ferrand, France; University Clermont 1, UFR Medicine, Clermont-Ferrand, France; INRA, UMR 1019, Clermont-Ferrand, France; CRNH-Auvergne, Clermont-Ferrand, France.
| | - M Duclos
- University Clermont 1, UFR Medicine, Clermont-Ferrand, France; INRA, UMR 1019, Clermont-Ferrand, France; CRNH-Auvergne, Clermont-Ferrand, France; Department of Sport Medicine and Functional Explorations, Clermont-Ferrand University Hospital, G. Montpied Hospital, Clermont-Ferrand, France.
| | - K L Keller
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, PA, USA; Department of Food Science, The Pennsylvania State University, University Park, PA, USA.
| | - D Thivel
- CRNH-Auvergne, Clermont-Ferrand, France; Clermont Auvergne University, EA 3533, Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), Clermont-Ferrand, France.
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Varley-Campbell JL, Fulford J, Moore MS, Williams CA. Adolescent brain activation: dependence on sex, dietary satiation, and restraint. Nutr Neurosci 2017; 21:439-446. [DOI: 10.1080/1028415x.2017.1306009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Joanna L. Varley-Campbell
- Children's Health and Exercise Research Centre, Sport and Health Sciences, St Luke's Campus, University of Exeter, Heavitree Road, EX1 2LU, UK
| | - Jonathan Fulford
- Exeter NIHR Clinical Research Facility, University of Exeter Medical School, University of Exeter, EX1 2LU, UK
| | - Melanie S. Moore
- School of Health Professions, Plymouth University, Devon, PL6 8BH, UK
| | - Craig A. Williams
- Children's Health and Exercise Research Centre, Sport and Health Sciences, St Luke's Campus, University of Exeter, Heavitree Road, EX1 2LU, UK
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Acute post-exercise energy and macronutrient intake in lean and obese youth: a systematic review and meta-analysis. Int J Obes (Lond) 2016; 40:1469-1479. [PMID: 27430876 DOI: 10.1038/ijo.2016.122] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2016] [Revised: 05/20/2016] [Accepted: 06/20/2016] [Indexed: 12/11/2022]
Abstract
AIM This review aims to determine if acute exercise affects subsequent energy and macronutrients intake in obese and non-obese children and adolescents. METHODS Databases were searched between January 2015 and December 2015 for studies reporting energy and/or macronutrients intake immediately after an acute exercise and control condition, in children and adolescents. From the initial 118 references found, 14 were included for subsequent analysis after screening representing 31 acute exercise conditions that varied in intensity, duration and modality. RESULTS One study found increased energy intake after exercise, seven decreased and 23 revealed no change. The meta-analysis revealed a significant effect of acute exercise on intake in obese but not in lean youth by a mean difference of -0.430 (95% confidence interval=-0.703 to -0.157, P=0.002) displaying low heterogeneity (I2=0.000; Q=5.875; df=9, P=0.752). The analysis showed that intense exercise only reduces intake in obese children (no intensity effect in lean). Unchanged macronutrients intake was reported in nine studies as opposed to three which found modified lipids, protein and/or carbohydrate intake. CONCLUSION Although acute exercise does not affect energy intake in lean, it appears to reduced food intake in obese youth when intense, without altering the macronutrients composition of the meal.
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