1
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Yeomans MR, Kesserwan N, Boon I. Uncontrolled eating is associated with higher impulsiveness, risk taking and novelty-seeking. Appetite 2024; 197:107330. [PMID: 38556056 DOI: 10.1016/j.appet.2024.107330] [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: 07/17/2023] [Revised: 03/26/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
Previous studies suggest that trait disinhibition as measured by the Three Factor eating Questionnaire (TFEQ) is related to selected measures of impulsivity and risk taking. However, the factor validity of the original trait disinhibition measure has been questioned, and a revised scale of uncontrolled eating consequently developed. To date few studies have revisited the relationship between impulsivity and the uncontrolled and emotional eating scales of the revised TFEQ. In the present study, 283 participants (208 women) completed the revised TFEQ alongside a battery of measures of impulsivity and risk taking in an online study. The total and all subscale scores on the Barratt Impulsiveness Scale were significantly associated with scores on the uncontrolled, but not emotional or restrained, TFEQ scale. Likewise, risky behaviour indexed by the average number of pumps per trial on the Balloon Analogue Risk Task were also associated with uncontrolled, but not emotional or restrained, eating, and the same pattern of associations were also found for the novelty, but not intensity, subscales of the Arnetts Inventory of Sensation Seeking. Overall these data suggest that uncontrolled eating is related to wider personality traits of risky decision making, novelty seeking and wider cognitive impulsivity, which may in turn increase of future weight gain.
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Affiliation(s)
- Martin R Yeomans
- School of Psychology, University of Sussex, Brighton, BN1 9QH, UK.
| | - Norhan Kesserwan
- School of Psychology, University of Sussex, Brighton, BN1 9QH, UK
| | - Isabella Boon
- School of Psychology, University of Sussex, Brighton, BN1 9QH, UK
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2
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Jenkinson PM, Koukoutsakis A, Panagiotopoulou E, Vagnoni E, Demartini B, Nistico V, Gambini O, Christakou A, Fotopoulou A. Body appearance values modulate risk aversion in eating restriction. J Exp Psychol Gen 2023; 152:3418-3432. [PMID: 37768577 PMCID: PMC7615344 DOI: 10.1037/xge0001445] [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] [Indexed: 09/29/2023]
Abstract
The understanding of eating disorders is hindered by the lack of integration between existing psychosocial and neurobiological approaches. We address this problem by developing a novel transdiagnostic and computational approach to eating restriction decisions. We first validated a novel paradigm which extends an established monetary risk task to involve body stimuli with psychosocial values. We used advanced behavioral data analysis of a large (total N = 539) sample of women from across the eating restraint spectrum, including those with anorexia nervosa (AN; n = 31), recovered from AN (n = 23), and subclinical women with varying levels of eating restraint (n = 485), obtained from an online experiment, public event, and laboratory-based study. We found that social and motivational values regarding body appearance have a significant effect on value-based, decision making in eating restriction. Subsequently, validated descriptive and predictive advanced computational modeling indicated that these behaviors are driven by an aversion to risk rather than loss, with desirable body outcomes being associated with less risk aversion, and undesirable body outcomes linked to greater risk aversion. These findings indicate that cognitive and social factors influence eating decisions by distinct mechanisms. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
- Paul Mark Jenkinson
- ISN Psychology, Institute for Social Neuroscience, Melbourne, Australia
- Research Department of Clinical, Educational and Health Psychology, University College London, UK
| | - Athanasios Koukoutsakis
- Research Department of Clinical, Educational and Health Psychology, University College London, UK
| | - Elena Panagiotopoulou
- Research Department of Clinical, Educational and Health Psychology, University College London, UK
- Postgraduate Studies, Anna Freud National Centre for Children and Families, London, UK
| | | | - Benedetta Demartini
- Department of Health Sciences, University of Milan, Italy
- “Aldo Ravelli” Centre for neurotechnology and experimental brain therapeutics, University of Milan, Italy
| | - Veronica Nistico
- Department of Health Sciences, University of Milan, Italy
- “Aldo Ravelli” Centre for neurotechnology and experimental brain therapeutics, University of Milan, Italy
| | - Orsola Gambini
- Department of Health Sciences, University of Milan, Italy
- “Aldo Ravelli” Centre for neurotechnology and experimental brain therapeutics, University of Milan, Italy
| | | | - Aikaterini Fotopoulou
- Research Department of Clinical, Educational and Health Psychology, University College London, UK
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3
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Mathar D, Wiebe A, Tuzsus D, Knauth K, Peters J. Erotic cue exposure increases physiological arousal, biases choices toward immediate rewards, and attenuates model-based reinforcement learning. Psychophysiology 2023; 60:e14381. [PMID: 37435973 DOI: 10.1111/psyp.14381] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 04/21/2023] [Accepted: 06/17/2023] [Indexed: 07/13/2023]
Abstract
Computational psychiatry focuses on identifying core cognitive processes that appear altered across distinct psychiatric disorders. Temporal discounting of future rewards and model-based control during reinforcement learning have proven as two promising candidates. Despite its trait-like stability, temporal discounting may be at least partly under contextual control. Highly arousing cues were shown to increase discounting, although evidence to date remains somewhat mixed. Whether model-based reinforcement learning is similarly affected by arousing cues remains unclear. Here, we tested cue-reactivity effects (erotic pictures) on subsequent temporal discounting and model-based reinforcement learning in a within-subjects design in n = 39 healthy heterosexual male participants. Self-reported and physiological arousal (cardiac activity and pupil dilation) were assessed before and during cue exposure. Arousal was increased during exposure of erotic versus neutral cues both on the subjective and autonomic level. Erotic cue exposure increased discounting as reflected by more impatient choices. Hierarchical drift diffusion modeling (DDM) linked increased discounting to a shift in the starting point bias of evidence accumulation toward immediate options. Model-based control during reinforcement learning was reduced following erotic cues according to model-agnostic analysis. Notably, DDM linked this effect to attenuated forgetting rates of unchosen options, leaving the model-based control parameter unchanged. Our findings replicate previous work on cue-reactivity effects in temporal discounting and for the first time show similar effects in model-based reinforcement learning in a heterosexual male sample. This highlights how environmental cues can impact core human decision processes and reveal that comprehensive modeling approaches can yield novel insights in reward-based decision processes.
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Affiliation(s)
- David Mathar
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
| | - Annika Wiebe
- Department of Psychiatry and Psychotherapy, University Hospital Bonn, Bonn, Germany
| | - Deniz Tuzsus
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
| | - Kilian Knauth
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
| | - Jan Peters
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
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4
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Yeomans MR, Armitage R, Atkinson R, Francis H, Stevenson RJ. Habitual intake of fat and sugar is associated with poorer memory and greater impulsivity in humans. PLoS One 2023; 18:e0290308. [PMID: 37616232 PMCID: PMC10449134 DOI: 10.1371/journal.pone.0290308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 08/07/2023] [Indexed: 08/26/2023] Open
Abstract
The vicious cycle model of obesity suggests that repeated habitual intake of a diet high in fat and sugar (HFS) results in impairment in hippocampal function which in turn increases impulsive behaviours, making it harder to resist unhealthy diet choices. Evidence from studies with rodents consistently show switching to a HFS diet impairs performance on hippocampally-sensitive memory tasks. The limited literature in humans also suggest impaired memory and increased impulsivity related to higher habitual HFS intake. However, these changes in memory and impulsivity have been looked at independently. To investigate how these effects are inter-related, three experiments were conducted where relative HFS intake was related to measures of memory and impulsivity. In Experiment 1 (90 female participants), HFS was associated with higher scores on the Everyday Memory Questionnaire-revised (EMQ), and higher scores on the total, Attention (BISatt) and Motor (BISmot) sub-scales of the Barratt Impulsiveness Scale (BIS11). Experiment 2 (84 women and 35 men), replicated the association between HFS and EMQ, and also found HFS related to poorer performance on the hippocampally-sensitive 4 mountain (4MT) memory task. The association between HFS intake and the BISatt replicated, but there were no significant associations with other BIS11 measures or delay-discounting for monetary rewards. Experiment 3 (199 women and 87 men) replicated the associations between DFS and 4MT and EMQ, and also found an association with overall recall, but not response inhibition, from a Remembering Causes Forgetting task: HFS was also significantly associated with BIS total, BISatt and BISmot. In all three studies these associations remained when potential confounds (BMI, age, gender, hunger state, restrained and disinhibited eating) were controlled for. Mediation analysis found that the effect of HFS on memory at least part mediated the relationship between HFS and impulsivity in Experiments 1 and 3, but not 2. Overall these data provide some support for the vicious cycle model, but also suggest that trait impulsivity may be a risk factor for poor dietary choice.
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Affiliation(s)
- Martin R. Yeomans
- School of Psychology, University of Sussex, Brighton, United Kingdom
| | - Rhiannon Armitage
- School of Psychology, University of Sussex, Brighton, United Kingdom
| | - Rebecca Atkinson
- Centre for Dementia Studies, Brighton and Sussex Medical School, Brighton, United Kingdom
| | - Heather Francis
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
| | - Richard J. Stevenson
- Department of Psychology, Macquarie University, Sydney, New South Wales, Australia
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Diminished Inhibitory Control in Adolescents with Overweight and/or Substance Use: an ERP Study. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-022-00922-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
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6
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Knauth K, Peters J. Trial-wise exposure to visual emotional cues increases physiological arousal but not temporal discounting. Psychophysiology 2022; 59:e13996. [PMID: 35037293 DOI: 10.1111/psyp.13996] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/30/2021] [Accepted: 12/16/2021] [Indexed: 11/29/2022]
Abstract
Humans and many animals devalue future rewards as a function of time (temporal discounting). Increased discounting has been linked to various psychiatric conditions, including substance-use-disorders, behavioral addictions, and obesity. Despite its high intra-individual stability, temporal discounting is partly under contextual control. One prominent manipulation that has been linked to increases in discounting is the exposure to highly arousing appetitive cues. However, results from trial-wise cue exposure studies appear highly mixed, and changes in physiological arousal were not adequately controlled. Here we tested the effects of appetitive (erotic), aversive, and neutral visual cues on temporal discounting in 35 healthy male participants. The contribution of single-trial physiological arousal was assessed using comprehensive monitoring of autonomic activity (pupil size, heart rate, electrodermal activity). Physiological arousal was elevated following aversive and in particular erotic cues. In contrast to our pre-registered hypothesis, steepness of temporal discounting was not significantly affected by emotional cues of either valence. Aversive cues tended to increase decision noise. Computational modeling revealed that trial-wise arousal only accounted for minor variance over and above aversive and erotic condition effects, arguing against a general effect of physiological arousal on temporal discounting.
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Affiliation(s)
- Kilian Knauth
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
| | - Jan Peters
- Department of Psychology, Biological Psychology, University of Cologne, Cologne, Germany
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Influence of a Nutrigenetic Intervention on Self-Efficacy, Emotions, and Rewarding Behaviors in Unhealthy Eating among Mexicans: An Exploratory Pilot Study. Nutrients 2022; 14:nu14010213. [PMID: 35011088 PMCID: PMC8747616 DOI: 10.3390/nu14010213] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 11/23/2021] [Accepted: 12/01/2021] [Indexed: 12/15/2022] Open
Abstract
The Genome-based Mexican (GENOMEX) diet is a strategy for preventing and managing obesity. Emotion and eating behavior in the context of a nutrigenetic intervention have not been thoroughly studied. We aimed to explore the influence of the GENOMEX diet on emotions, self-efficacy, and rewarding behaviors in unhealthy eating among subjects with risk factors for obesity-related chronic diseases. Twenty-eight subjects included in the six-month GENOMEX intervention answered questions regarding emotions that influence food consumption. Additionally, the Patient Health Questionnaire (PHQ-9) and the Reward-based eating drive scale (RED) were applied. In the study, minimal, mild, moderate, and severe depression were present in 46.4%, 39.3%, 10.7%, and 3.6%, respectively. RED did not change, but it correlated with a higher intake of fats (r2 = 0.684, β = 2.066, p = 0.003). Mood influenced unhealthy eating in 71.7% of subjects, and 76.9% experienced binge episodes triggered by anxiety. Sugars were the most consumed foods during binge episodes (42.2%). Both low self-efficacy levels and binge episodes were associated with high consumption of unhealthy foods. After the intervention, 10.7% of subjects reported a high level of self-efficacy. In conclusion, a culturally acceptable and genetically compatible regional Mexican food diet reduced negative emotions and unhealthy eating while increasing self-efficacy.
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Palumbo S, Mariotti V, Vellucci S, Antonelli K, Anderson N, Harenski C, Pietrini P, Kiehl KA, Pellegrini S. ANKK1 and TH gene variants in combination with paternal maltreatment increase susceptibility to both cognitive and attentive impulsivity. Front Psychiatry 2022; 13:868804. [PMID: 35935430 PMCID: PMC9352854 DOI: 10.3389/fpsyt.2022.868804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 06/28/2022] [Indexed: 11/13/2022] Open
Abstract
Recent scientific findings suggest that dopamine exerts a central role on impulsivity, as well as that aversive life experiences may promote the high levels of impulsivity that often underlie violent behavior. To deepen our understanding of the complex gene by environment interplay on impulsive behavior, we genotyped six dopaminergic allelic variants (ANKK1-rs1800497, TH-rs6356, DRD4-rs1800955, DRD4-exonIII-VNTR, SLC6A3-VNTR and COMT-rs4680) in 655 US White male inmates convicted for violent crimes, whose impulsivity was assessed by BIS-11 (Barratt Impulsiveness Scale). Furthermore, in a subsample of 216 inmates from the whole group, we also explored the potential interplay between the genotyped dopaminergic variants and parental maltreatment measured by MOPS (Measure of Parental Style) in promoting impulsivity. We found a significant interaction among paternal MOPS scores, ANKK1-rs1800497-T allele and TH-rs6356-A allele, which increased the variance of BIS-11 cognitive/attentive scores explained by paternal maltreatment from 1.8 up to 20.5%. No direct association between any of the individual genetic variants and impulsivity was observed. Our data suggest that paternal maltreatment increases the risk of attentive/cognitive impulsivity and that this risk is higher in carriers of specific dopaminergic alleles that potentiate the dopaminergic neurotransmission. These findings add further evidence to the mutual role that genetics and early environmental factors exert in modulating human behavior and highlight the importance of childhood care interventions.
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Affiliation(s)
- Sara Palumbo
- Department of Surgical, Medical and Molecular Pathology and Critical Care, University of Pisa, Pisa, Italy
| | - Veronica Mariotti
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Stefano Vellucci
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Klizia Antonelli
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Nathaniel Anderson
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, United States
| | - Carla Harenski
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, United States
| | - Pietro Pietrini
- Molecular Mind Lab, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Kent A Kiehl
- The Mind Research Network and Lovelace Biomedical and Environmental Research Institute, Albuquerque, NM, United States.,Department of Psychology, University of New Mexico, Albuquerque, NM, United States
| | - Silvia Pellegrini
- Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
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Watson P, Le Pelley ME. A meta-analysis of the relationship between eating restraint, impaired cognitive control and cognitive bias to food in non-clinical samples. Clin Psychol Rev 2021; 89:102082. [PMID: 34547636 DOI: 10.1016/j.cpr.2021.102082] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Revised: 08/10/2021] [Accepted: 09/01/2021] [Indexed: 11/29/2022]
Abstract
AIM Food restriction is argued to be a precursor for unhealthy preoccupation with food, possibly leading to the development of an eating disorder. We updated previous meta-analyses that examined the relationship between eating restraint and deficits in either general or food-related attentional and inhibitory control. We hypothesized that inconsistencies in the literature around eating restraint, impaired cognitive control, impulsivity and cognitive biases for food could be attributed to the scale used to measure eating restraint. METHOD A (preregistered) subgroup meta-analysis examined whether patterns of impaired cognitive control and cognitive bias for food in predominantly healthy (non-clinical) samples differed as a function of the scale used to measure eating restraint. A series of exploratory meta-analyses were carried out for specific attentional bias tasks. In total 57 datasets were included. RESULTS The subgroup analysis did not provide evidence that the relationship between eating restraint and impaired or biased cognitions differed significantly as a function of restraint scale. Heterogeneity across studies was high. When examining specific attentional bias tasks there was no evidence that increased eating restraint was associated with increased attentional bias or distraction by food cues, regardless of which scale was used to measure eating restraint. CONCLUSIONS There is little experimental evidence for the common narrative that increased eating restraint is related to impaired cognitive control generally or increased cognitive bias for food, in non-clinical samples.
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Oliva R, Budisavljević S, Castiello U, Begliomini C. Neuroanatomical Correlates of Binge-Eating Behavior: At the Roots of Unstoppable Eating. Brain Sci 2021; 11:brainsci11091162. [PMID: 34573183 PMCID: PMC8468173 DOI: 10.3390/brainsci11091162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 08/24/2021] [Accepted: 08/30/2021] [Indexed: 02/06/2023] Open
Abstract
Binge-eating refers to episodes of uncontrolled eating accompanied by a perceived loss of control, which can be common in the general population. Given the profound negative consequences of persistent binge-eating such as weight and eating disorders, it is vital to determine what makes someone more vulnerable than others to engage in such a conduct. A total of 42 normal-weight individuals (21 with binge-eating episodes and 21 without binge-eating episodes) underwent a structural magnetic resonance imaging measurement and Voxel-based morphometry (VBM) was used to assess between-group differences in terms of gray matter volume (GMV), together with self-report impulsivity and binge-eating measures. The results showed binge-eating individuals as characterized by higher trait impulsivity and greater regional GMV in the left middle frontal gyrus: however, the GMV in this region appeared to be positively correlated only with measures of binge-eating but not with trait impulsivity measures. These findings provide novel insights on the neurobiological roots of BE in normal-weight individuals and highlight how this behavior can be associated with brain morphometric changes within prefrontal regions also in a non-clinical population. Overall, this study provides a further characterization of the neural correlates of binge-eating and novel insights into the treatment of its more severe pathological forms.
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Affiliation(s)
- Rossella Oliva
- Centro Terapia e Ricerca sui Disturbi Alimentari (Center for Eating Disorders Therapy and Research—CenTeR Disturbi Alimentari), 30172 Venice, Italy;
| | | | - Umberto Castiello
- Department of General Psychology, University of Padova, 35131 Padova, Italy;
| | - Chiara Begliomini
- Department of General Psychology, University of Padova, 35131 Padova, Italy;
- Correspondence: ; Tel.: +39-049-827-6947
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11
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Polivy J, Herman CP, Mills JS. What is restrained eating and how do we identify it? Appetite 2020; 155:104820. [DOI: 10.1016/j.appet.2020.104820] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 07/20/2020] [Accepted: 08/02/2020] [Indexed: 10/23/2022]
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12
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Liu Y, Zhao J, Zhang X, Gao X, Xu W, Chen H. Overweight adults are more impulsive than normal weight adults: Evidence from ERPs during a chocolate-related delayed discounting task. Neuropsychologia 2019; 133:107181. [PMID: 31476320 DOI: 10.1016/j.neuropsychologia.2019.107181] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Revised: 08/27/2019] [Accepted: 08/28/2019] [Indexed: 02/03/2023]
Abstract
Overweight or obesity can be accompanied by abnormalities in executive function and related neural markers. The aim of the present study was to investigate the behavioral and neural correlates of food-related decision-making in overweight and normal-weight adults. We used a delayed discounting task (DDT), which requires participants to choose between smaller immediate rewards and larger delayed rewards. In total, 24 overweight adults and 24 normal-weight adults participated; all participants engaged with a food-related DDT, and their responses were measured using event-related potentials (ERPs). In the current study, we take the area under the curve (AUC), number of smaller immediate rewards, and reaction times (RTs) as behavioral indicators of DDT. AUC is an individual's discounting rate, with smaller AUC reflecting more impulsive decision-making. Number of smaller immediate rewards also reflects impulsivity. For ERPs, N2, reward-related positivity, P3, and late positive component (LPC) were investigated. Behavioral results showed smaller AUC, more choice of smaller immediate rewards, and longer RTs in overweight adults than in normal-weight adults. Neural markers showed that overweight adults elicited greater N2 in larger delayed rewards than in smaller immediate rewards and also elicited greater reward-related positivity than normal-weight adults. Moreover, the P3 and LPC mean amplitudes of overweight adults were greater than those of normal-weight adults. Pearson correlation analysis showed that body mass index (BMI) was positively related to P3 and LPC, while AUC was negatively related to P3. The findings thus suggest that overweight adults are more impulsive than normal-weight adults. Moreover, overweight adults might experience more cognitive conflict before their reaction, and they might allocate more cognitive resources to food-related stimuli and might have higher-order cognitive processes more involved in motivation or emotion regarding food-related stimuli. This is the first study investigating ERP correlates of food-related decision-making in overweight adults, and it enriches the theoretical models by providing neural markers for future study.
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Affiliation(s)
- Yong Liu
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China
| | - Jia Zhao
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China
| | - Xuemeng Zhang
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China
| | - Xiao Gao
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China
| | - Wenjian Xu
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China
| | - Hong Chen
- Key Laboratory of Cognition and Personality (Ministry of Education), Southwest University, Chongqing, China; School of Psychology, Southwest University, Chongqing, China.
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13
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Leslie M, Leppanen J, Paloyelis Y, Nazar BP, Treasure J. The influence of oxytocin on risk-taking in the balloon analogue risk task among women with bulimia nervosa and binge eating disorder. J Neuroendocrinol 2019; 31:e12771. [PMID: 31283053 DOI: 10.1111/jne.12771] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 06/09/2019] [Accepted: 07/03/2019] [Indexed: 12/12/2022]
Abstract
Previous theoretical models of bulimia nervosa (BN) and binge eating disorder (BED) have implicated cross-domain risk-taking behaviour as a significant maintenance factor in both disorders. The present study aimed to test this hypothesis by administering the Balloon Analogue Risk Task (BART) to 25 women with BN or BED and 27 healthy comparison women without a history of an eating disorder. Furthermore, we tested the effect of a divided dose of 64 IU of oxytocin on risk-taking behaviour in the BART. Contrary to our hypothesis, women with BN or BED did not exhibit baseline differences in performance on the BART in the placebo condition (t = 1.42, df = 50, P = 0.161, d = 0.39). Oxytocin did not have a main effect on performance in the BART (F = 0.01, df = 1, P = .907, η2partial < 0.001); however, there was an interaction, such that participants in the BN/BED participant group, compared to the healthy comparison group, demonstrated safer behaviour on the BART in the oxytocin condition, but not in the placebo condition (F = 4.29, df = 1, P = 0.044, η2partial = 0.082). These findings cast doubt on the common assumption that individuals with BN and BED exhibit greater risk-taking behaviour in all domains and add to the evidence that oxytocin plays a functional role in modulating behaviours that entail trade-offs between reward approach and risk in humans. We recommend that future dose-response studies investigate the effect of oxytocin on reward approach behaviour further in women with recurrent binge eating behaviour, as well as the clinical significance of this effect.
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Affiliation(s)
- Monica Leslie
- King's College London (KCL), Institute of Psychiatry, Psychology and Neuroscience (IoPPN), London, UK
| | - Jenni Leppanen
- King's College London (KCL), Institute of Psychiatry, Psychology and Neuroscience (IoPPN), London, UK
| | - Yannis Paloyelis
- King's College London (KCL), Institute of Psychiatry, Psychology and Neuroscience (IoPPN), London, UK
| | - Bruno Palazzo Nazar
- King's College London (KCL), Institute of Psychiatry, Psychology and Neuroscience (IoPPN), London, UK
- Institute of Psychiatry, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Janet Treasure
- King's College London (KCL), Institute of Psychiatry, Psychology and Neuroscience (IoPPN), London, UK
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14
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Oliva R, Morys F, Horstmann A, Castiello U, Begliomini C. The impulsive brain: Neural underpinnings of binge eating behavior in normal-weight adults. Appetite 2019; 136:33-49. [DOI: 10.1016/j.appet.2018.12.043] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Revised: 12/17/2018] [Accepted: 12/29/2018] [Indexed: 10/27/2022]
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15
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Mackey L, White MJ, Tyack Z, Finlayson G, Dalton M, King NA. A dual-process psychobiological model of temperament predicts liking and wanting for food and trait disinhibition. Appetite 2019; 134:9-16. [PMID: 30553877 DOI: 10.1016/j.appet.2018.12.011] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Revised: 11/19/2018] [Accepted: 12/12/2018] [Indexed: 11/17/2022]
Abstract
A dual-process model of temperament, incorporating the Behavioural Inhibition System (BIS), Behavioural Activation System (BAS) and effortful control (EC), may help to predict hedonic responses to palatable food and trait disinhibition. PURPOSE This study aimed to determine if the BIS, BAS and EC predicted liking and wanting for high-fat, sweet foods in adults with overweight and obesity, and if collectively, these variables predicted the eating behaviour trait of Disinhibition. METHODS 168 adults (104 females, mean BMI = 33.3 kg/m2) completed the Three Factor Eating Questionnaire, the Carver and White BIS/BAS scales, the Adult Temperament Questionnaire-Effortful Control Scale - Short Form and the Leeds Food Preference Questionnaire. The strength of the BIS, BAS and EC in predicting wanting and liking for high-fat sweet foods, and trait Disinhibition was assessed using hierarchical multiple regression. RESULTS Both the BIS and EC predicted liking, F (6, 161) = 5.05, p < .001, R2 = 0.16, and EC inversely predicted wanting, F (6, 161) = 3.28, p = .005, R2 = 0.11. The BIS, EC and liking predicted, F (8, 159) = 11.0, p < .001, R2 = 0.36, and explained 36% of Disinhibition. The BAS did not predict wanting, liking or Disinhibition. CONCLUSIONS These results demonstrate that a sensitive BIS and a lower level of effortful control predicts food reward and Disinhibition in overweight and obese adults. Consequently, interventions that aim to increase effortful control and reduce BIS reactivity may be beneficial for reducing hedonically motivated, disinhibited eating behaviour.
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Affiliation(s)
- Lynette Mackey
- Queensland University of Technology (QUT), Kelvin Grove Campus, School of Exercise and Nutrition Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia.
| | - Melanie J White
- Queensland University of Technology (QUT), Kelvin Grove Campus, School of Psychology and Counselling, Faculty of Health, Institute of Health and Biomedical Innovation, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia.
| | - Zephanie Tyack
- Queensland University of Technology (QUT), Kelvin Grove Campus, Faculty of Health, Institute of Health and Biomedical Innovation, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia; The University of Queensland, Centre for Children's Burns and Trauma Research, Children's Health Research Centre, Graham Street, South Brisbane, 4101, QLD, Australia; Central Queensland Hospital and Health Service, Rockhampton Hospital, Canning St, Rockhampton, 4700, QLD, Australia.
| | - Graham Finlayson
- University of Leeds, Appetite Control and Energy Balance Research Group, School of Psychology, Faculty of Medicine and Health, Leeds, LS2 9JT, UK.
| | - Michelle Dalton
- Leeds Trinity University, School of Social and Health Sciences, Horsforth, Leeds, LS18 5HD, UK.
| | - Neil A King
- Queensland University of Technology (QUT), Kelvin Grove Campus, School of Exercise and Nutrition Sciences, Faculty of Health, Institute of Health and Biomedical Innovation, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia.
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16
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Vainik U, García-García I, Dagher A. Uncontrolled eating: a unifying heritable trait linked with obesity, overeating, personality and the brain. Eur J Neurosci 2019; 50:2430-2445. [PMID: 30667547 DOI: 10.1111/ejn.14352] [Citation(s) in RCA: 103] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Revised: 12/21/2018] [Accepted: 01/08/2019] [Indexed: 12/21/2022]
Abstract
Many eating-related psychological constructs have been proposed to explain obesity and overeating. However, these constructs, including food addiction, disinhibition, hedonic hunger, emotional eating, binge eating and the like all have similar definitions, emphasizing loss of control over intake. As questionnaires measuring the constructs correlate strongly (r > 0.5) with each other, we propose that these constructs should be reconsidered to be part of a single broad phenotype: uncontrolled eating. Such an approach enables reviewing and meta-analysing evidence obtained with each individual questionnaire. Here, we describe robust associations between uncontrolled eating, body mass index (BMI), food intake, personality traits and brain systems. Reviewing cross-sectional and longitudinal data, we show that uncontrolled eating is phenotypically and genetically intertwined with BMI and food intake. We also review evidence on how three psychological constructs are linked with uncontrolled eating: lower cognitive control, higher negative affect and a curvilinear association with reward sensitivity. Uncontrolled eating mediates all three constructs' associations with BMI and food intake. Finally, we review and meta-analyse brain systems possibly subserving uncontrolled eating: namely, (i) the dopamine mesolimbic circuit associated with reward sensitivity, (ii) frontal cognitive networks sustaining dietary self-control and (iii) the hypothalamus-pituitary-adrenal axis, amygdala and hippocampus supporting stress reactivity. While there are limits to the explanatory and predictive power of the uncontrolled eating phenotype, we conclude that treating different eating-related constructs as a single concept, uncontrolled eating, enables drawing robust conclusions on the relationship between food intake and BMI, psychological variables and brain structure and function.
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Affiliation(s)
- Uku Vainik
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.,Institute of Psychology, University of Tartu, Tartu, Estonia
| | | | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
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Jones A, Robinson E, Duckworth J, Kersbergen I, Clarke N, Field M. The effects of exposure to appetitive cues on inhibitory control: A meta-analytic investigation. Appetite 2018; 128:271-282. [DOI: 10.1016/j.appet.2018.06.024] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 05/10/2018] [Accepted: 06/19/2018] [Indexed: 12/20/2022]
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18
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Zhang W, Mai C, Chen H, Zhang H. Impulsiveness in Reactive Dieters: Evidence From Delay Discounting in Orthodontic Patients. Front Hum Neurosci 2018; 12:347. [PMID: 30233343 PMCID: PMC6127247 DOI: 10.3389/fnhum.2018.00347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 08/13/2018] [Indexed: 01/09/2023] Open
Abstract
Introduction: Researchers have made efforts to distinguish the behavioral differences and underlying mechanisms that explain the various possible outcomes of dieting (success, failure and relapse). Although extensive research has demonstrated that eating behavior and individual impulsiveness are closely related to subjective appetite and decision making, very few studies have investigated how subjective and appetite impulsiveness is affected by reactive dieting. Methods: In the present study, we utilized the power of food scale (PFS) and the intertemporal choice task and to examine subjective appetite and impulsivity of decision making in orthodontic patients. As a result of their orthodontic devices and the subsequent pain and discomfort caused by eating, these patients become reactive dieters. In order to explore the dynamic influence of orthodontic treatment on appetite and impulsiveness, we collected data for both patients and control participants across three testing sections. We also computed a regression model for further exploration in explaining how potential factors contributed to different choices. Results: We found that the orthodontic group scored significantly lower in PFS than the control group, which indicated a suppression in appetite. Besides, reward and waiting time were significant factors in computational perspective. Moreover, although patients showed a bias in choosing smaller, immediate reward options, they exhibited a decrease in the delay discounting rate as treatment progressed. These findings confirm that subjective appetite and impulsiveness were inhibited due to reactive dieting.
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Affiliation(s)
- Wu Zhang
- The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou, China
- School of Stomatology of Jinan University, Jinan University, Guangzhou, China
| | - Chunmiao Mai
- School of Management, Guangdong University of Technology, Guangzhou, China
- Center for Studies of Psychological Application, Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
| | - Hongmin Chen
- Mental Quality Education Center, Beijing Technology and Business University, Beijing, China
| | - Huijun Zhang
- School of Management, Guangdong University of Technology, Guangzhou, China
- Center for Studies of Psychological Application, Guangdong Provincial Key Laboratory of Mental Health and Cognitive Science, School of Psychology, South China Normal University, Guangzhou, China
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Moreno-Padilla M, Fernández-Serrano MJ, Reyes del Paso GA. Risky decision-making after exposure to a food-choice task in excess weight adolescents: Relationships with reward-related impulsivity and hunger. PLoS One 2018; 13:e0202994. [PMID: 30142187 PMCID: PMC6108517 DOI: 10.1371/journal.pone.0202994] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Accepted: 08/12/2018] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE To assess the effects of exposure to a food-choice task (appetizing versus healthy food) on risky decision-making by excess versus normal weight adolescents. We also analyzed the influence of food visualization on hunger levels, as well as group differences in food choices and impulsivity. METHODS Fifty-six adolescents (aged 13-18 years) classified as excess (n = 27) or normal (n = 29) weight participated in the study. Risky-decision-making was assessed through the Balloon Analogue Risk Task, which was administered before and after a food-choice task. We also evaluated impulsivity traits through the UPPS-P Scale, and subjective hunger levels with a visual analogue scale. RESULTS Adolescents with excess weight showed enhanced risky decision-making after the food-choice task compared to normal weight adolescents, as well as increased hunger levels. Furthermore, excess weight adolescents made more appetizing choices, and showed greater scores for Positive Urgency and Sensation Seeking. Reward-related impulsivity measures were positively associated with the number of appetizing choices in the food-choice task. Several associations were found between impulsivity measures, hunger levels and risk-taking variables. CONCLUSIONS Excess weight adolescents increased their risky-decision-making after food exposure and this augmentation was associated with the increase in hunger levels. Increased hunger levels and risk-taking after food exposure could lead to overeating. Alterations in decision-making caused by food signals may be a long-term risk factor for the development of obesity in adulthood. In modern societies, with the high availability and continuous exposure to food cues, decision-making may be a crucial factor in maintain healthy eating habits in adolescents.
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20
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Galioto R, Britton K, Bond DS, Gunstad J, Pera V, Rathier L, Tremont G. Executive functions are associated with weight loss during participation in a medically supervised weight loss program. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.obmed.2017.12.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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21
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Transcranial Alternating Current Stimulation Modulates Risky Decision Making in a Frequency-Controlled Experiment. eNeuro 2017; 4:eN-NWR-0136-17. [PMID: 29379865 PMCID: PMC5779115 DOI: 10.1523/eneuro.0136-17.2017] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 09/19/2017] [Accepted: 10/09/2017] [Indexed: 11/29/2022] Open
Abstract
In this study, we investigated the effect of transcranial alternating current stimulation (tACS) on voluntary risky decision making and executive control in humans. Stimulation was delivered online at 5 Hz (θ), 10 Hz (α), 20 Hz (β), and 40 Hz (γ) on the left and right frontal area while participants performed a modified risky decision-making task. This task allowed participants to voluntarily select between risky and certain decisions associated with potential gains or losses, while simultaneously measuring the cognitive control component (voluntary switching) of decision making. The purpose of this experimental design was to test whether voluntary risky decision making and executive control can be modulated with tACS in a frequency-specific manner. Our results revealed a robust effect of a 20-Hz stimulation over the left prefrontal area that significantly increased voluntary risky decision making, which may suggest a possible link between risky decision making and reward processing, underlined by β-oscillatory activity.
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22
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Prada M, Rodrigues D, Garrido MV, Lopes J. Food-pics-PT: Portuguese validation of food images in 10 subjective evaluative dimensions. Food Qual Prefer 2017. [DOI: 10.1016/j.foodqual.2017.04.015] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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23
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Macchi R, MacKew L, Davis C. Is decision-making ability related to food choice and facets of eating behaviour in adolescents? Appetite 2017; 116:442-455. [PMID: 28536057 DOI: 10.1016/j.appet.2017.05.031] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2016] [Revised: 05/01/2017] [Accepted: 05/17/2017] [Indexed: 11/29/2022]
Abstract
PURPOSE To test the prediction that poor decision-making would predict poor eating-related behaviours, which in turn would relate to elevated body mass index (BMI) percentile. METHODS Associations among decision-making ability, eating behaviours, and BMI percentile were examined in a sample of 311 healthy male and female adolescents, aged 14-18 years. Structural equation modelling was used to test the proposed relationships. RESULTS The predicted model was a good fit to the data and all paths between latent and indicator variables were significant. Impulsive responding significantly predicted poor food choice and overeating. No significant relationships emerged between eating-related variables and BMI percentile. CONCLUSIONS Findings from this study extend the existing research in adults and offer a more comprehensive understanding of factors that may contribute to eating behaviours and weight status in teenagers.
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Affiliation(s)
- Rosemarie Macchi
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada.
| | - Laura MacKew
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada
| | - Caroline Davis
- Department of Kinesiology and Health Science, York University, Toronto, ON, Canada
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24
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Martin AA, Davidson TL, McCrory MA. Deficits in episodic memory are related to uncontrolled eating in a sample of healthy adults. Appetite 2017; 124:33-42. [PMID: 28479407 DOI: 10.1016/j.appet.2017.05.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Revised: 04/04/2017] [Accepted: 05/03/2017] [Indexed: 12/20/2022]
Abstract
Despite a substantial amount of animal data linking deficits in memory inhibition to the development of overeating and obesity, few studies have investigated the relevance of memory inhibition to uncontrolled eating in humans. Further, although memory for recent eating has been implicated as an important contributor to satiety and energy intake, the possibility that variations in episodic memory relate to individual differences in food intake control has been largely neglected. To examine these relationships, we recruited ninety-three adult subjects to attend a single lab session where we assessed body composition, dietary intake, memory performance, and eating behaviors (Three Factor Eating Questionnaire). Episodic recall and memory inhibition were assessed using a well-established measure of memory interference (Retrieval Practice Paradigm). Hierarchical regression analyses indicated that memory inhibition was largely unrelated to participants' eating behaviors; however, episodic recall was reliably predicted by restrained vs. uncontrolled eating: recall was positively associated with strategic dieting (β = 2.45, p = 0.02), avoidance of fatty foods (β = 3.41, p = 0.004), and cognitive restraint (β = 1.55, p = 0.04). In contrast, recall was negatively associated with uncontrolled eating (β = -1.15, p = 0.03) and emotional eating (β = -2.46, p = 0.04). These findings suggest that episodic memory processing is related to uncontrolled eating in humans. The possibility that deficits in episodic memory may contribute to uncontrolled eating by disrupting memory for recent eating is discussed.
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Affiliation(s)
- A A Martin
- Department of Preventive Medicine, University of Southern California, Los Angeles, CA, United States.
| | - T L Davidson
- Center for Behavioral Neuroscience, American University, Washington, DC, United States
| | - M A McCrory
- Department of Health Sciences, Boston University, Boston, MA, United States; Boston Nutrition Obesity Research Center, Boston, MA, United States
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25
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Does a future-oriented temporal perspective relate to body mass index, eating, and exercise? A meta-analysis. Appetite 2017; 112:272-285. [DOI: 10.1016/j.appet.2017.02.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 01/05/2017] [Accepted: 02/04/2017] [Indexed: 11/23/2022]
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Abstract
PURPOSE OF REVIEW The purposes of the present review are to organize the recent literature on the effects of food cues on restrained and unrestrained eaters and to determine current directions in such work. RECENT FINDINGS Research over the last several years involves both replicating the work showing that restrained eaters respond to attractive food cues by eating more but unrestrained eaters show less responsiveness and extending this work to examine the mechanisms that might underlie this differential responsiveness. Labeling a food as healthy encourages more eating by restrained eaters, while diet-priming cues seem to curtail their consumption even in the face of attractive food cues. Work on cognitive responses indicates that restrained (but not unrestrained) eaters have both attention and memory biases toward food cues. Restrained eaters attend more strongly to food- and diet-related cues than do unrestrained eaters, as evidenced in both their eating behavior and their attention and memory responses to such cues. These effects interact with expectations and manner of presentation of such cues. What remains to be understood is the meaning and mechanism of the attention bias toward food cues in restrained eaters and the implications of such bias for overeating and overweight more broadly speaking.
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Affiliation(s)
- Janet Polivy
- Department of Psychology, University of Toronto, Toronto, Canada.
| | - C Peter Herman
- Department of Psychology, University of Toronto, Toronto, Canada
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27
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Galioto R, Bond D, Gunstad J, Pera V, Rathier L, Tremont G. Executive functions predict weight loss in a medically supervised weight loss programme. Obes Sci Pract 2016; 2:334-340. [PMID: 28090338 PMCID: PMC5192537 DOI: 10.1002/osp4.70] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2016] [Revised: 09/01/2016] [Accepted: 09/02/2016] [Indexed: 12/11/2022] Open
Abstract
Background Deficits in executive functions are related to poorer weight loss after bariatric surgery; however, less is known about the role that these deficits may play during participation in nonsurgical weight loss programmes. This study examined associations between objectively measured executive functions and weight loss during participation in a medically supervised weight loss programme. Methods Twenty‐three adult patients (age 50.4 ± 15.1, BMI 44.2 ± 8.8, 68% female, 92% White) enrolled in a medically supervised weight loss programme, involving prescription of a very low calorie diet and strategies to change eating and activity behaviours, underwent comprehensive computerized testing of executive functions at baseline. Weight was obtained at baseline and 8 weeks. Demographic and clinical information were obtained through medical chart review. Results Participants lost an average of 9.8 ± 3.4% of their initial body weight at 8 weeks. Fewer correct responses on a set‐shifting task and faster reaction time on a response inhibition task were associated with lower weight loss percentage at 8 weeks after adjusting for age, education and depressive symptoms. There were no associations between performance on tests of working memory or planning and weight loss. Conclusions This study shows that worse performance on a set‐shifting task (indicative of poorer cognitive flexibility) and faster reaction times on a response inhibition test (indicative of higher impulsivity) are associated with lower weight loss among participants in a medically supervised weight loss programme. Pre‐treatment assessment of executive functions may be useful in identifying individuals who may be at risk for suboptimal treatment outcomes. Future research is needed to replicate these findings in larger samples and identify underlying mechanisms.
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Affiliation(s)
- R Galioto
- Department of Psychiatry Rhode Island Hospital Providence RI USA; Department of Psychiatry and Human Behavior Alpert Medical School of Brown University Providence RI USA
| | - D Bond
- Department of Psychiatry and Human Behavior Alpert Medical School of Brown University Providence RI USA; The Miriam Hospital Weight Control and Diabetes Research Center Providence RI USA
| | - J Gunstad
- Department of Psychological Sciences Kent State University Kent OH USA
| | - V Pera
- Department of Psychiatry and Human Behavior Alpert Medical School of Brown University Providence RI USA; The Miriam Hospital Providence RI USA
| | - L Rathier
- Department of Psychiatry and Human Behavior Alpert Medical School of Brown University Providence RI USA; The Miriam Hospital Providence RI USA
| | - G Tremont
- Department of Psychiatry Rhode Island Hospital Providence RI USA; Department of Psychiatry and Human Behavior Alpert Medical School of Brown University Providence RI USA
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Mühlberg C, Mathar D, Villringer A, Horstmann A, Neumann J. Stopping at the sight of food - How gender and obesity impact on response inhibition. Appetite 2016; 107:663-676. [PMID: 27592420 DOI: 10.1016/j.appet.2016.08.121] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2016] [Revised: 08/16/2016] [Accepted: 08/30/2016] [Indexed: 11/24/2022]
Abstract
Recent research indicates that reduced inhibitory control is associated with higher body mass index (BMI), higher food craving and increased food intake. However, experimental evidence for the relationship between response inhibition and weight status is inconsistent and to date has been investigated predominantly in women. In the current study, 56 participants (26 obese, 30 lean; 27 female, 29 male) performed a Food Picture Rating Task followed by a Stop Signal Task where pictures of palatable high or low caloric food or non-food items were presented prior to the Go signal. We further assessed participants' self-reported eating behavior and trait impulsivity as potential factors influencing response inhibition, in particular within the food context. Independent of BMI, women showed significantly higher liking for low caloric food items than men. This was accompanied by shorter Stop Signal Reaction Times (SSRT) after high compared to low caloric food pictures for women, and shorter SSRT in women compared to men for high caloric food. No influence of gender on SSRT was observable outside of the food context. While SSRTs did not differ between obese and lean participants across the three picture categories, we found a moderating effect of trait impulsivity on the relationship between BMI and SSRT, specifically in the high caloric food context. Higher BMI was predictive of longer SSRT only for participants with low to normal trait impulsivity, pointing at a complex interplay between response inhibition, general impulsivity and weight status. Our results support the notion that individuals with obesity do not suffer from diminished response inhibition capacity per se. Rather, the ability to withhold a response depends on context and social norms, and strongly interacts with factors like gender and trait impulsivity.
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Affiliation(s)
- Christoph Mühlberg
- Integrated Research and Treatment Center Adiposity Diseases, University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - David Mathar
- Integrated Research and Treatment Center Adiposity Diseases, University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - Arno Villringer
- Integrated Research and Treatment Center Adiposity Diseases, University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany; Clinic of Cognitive Neurology, University Hospital Leipzig, Germany; Mind & Brain Institute, Berlin School of Mind and Brain, Humboldt-University Berlin, Germany
| | - Annette Horstmann
- Integrated Research and Treatment Center Adiposity Diseases, University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - Jane Neumann
- Integrated Research and Treatment Center Adiposity Diseases, University Hospital Leipzig, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany.
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