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Christensen E, Albertella L, Chamberlain SR, Brydevall M, Suo C, Grant JE, Yücel M, Lee RSC. The neurocognitive correlates of non-substance addictive behaviors. Addict Behav 2024; 150:107904. [PMID: 37984220 DOI: 10.1016/j.addbeh.2023.107904] [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: 08/02/2023] [Revised: 10/19/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023]
Abstract
Neurocognitive deficits have been implicated as transdiagnostic risk markers of substance use disorders. However, these have yet to be comprehensively evaluated in other, non-substance addictions. In a large, general community sample (N = 475) the present study evaluated the neurocognitive correlates of problem alcohol use and three non-substance-related addictive behaviors: addictive eating (AE), problematic pornography use (PPU), and problematic use of the internet (PUI), to identify potential shared and distinct neurocognitive correlates. A sample of Australian residents (54.4 % female M[SD] age = 32.4[11.9] years) completed a comprehensive online assessment of neurocognitive tasks tapping into eight distinct expert-endorsed domains purportedly associated with addiction. Multiple linear regressions with bootstrapping were used to examine associations among each addictive behavior of interest and neurocognition, trait impulsivity, and compulsivity, as well as key covariates. Neurocognition was differentially associated with each addictive behavior. None of the neurocognitive domains were significantly associated with problematic alcohol use or AE (p >.05), poorer performance monitoring was significantly associated with higher levels of PPU and PUI (β = -0.10, p =.049; β = -0.09, p =.028), and a preference for delayed gratification was associated with more severe PUI (β = -0.10, p =.025). Our findings have theoretical implications for how we understand non-substance addiction and suggest the need for a more nuanced approach to studying addictive behaviors that take into account the underlying neurocognitive mechanisms associated with each type of addiction.
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Affiliation(s)
- Erynn Christensen
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia.
| | - Lucy Albertella
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Samuel R Chamberlain
- Department of Psychiatry, University of Southampton, Southampton, the United Kingdom of Great Britain and Northern Ireland; Southern Health NHS Foundation Trust, Southampton, the United Kingdom of Great Britain and Northern Ireland
| | - Maja Brydevall
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Chao Suo
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia
| | - Jon E Grant
- Department of Psychiatry & Behavioral Neuroscience, University of Chicago, Pritzker School of Medicine, Chicago, IL, USA
| | - Murat Yücel
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia; QIMR Berghofer Medical Research Institute, Herston, QLD, Australia
| | - Rico Sze Chun Lee
- BrainPark, Turner Institute for Brain and Mental Health, Monash University, Melbourne, VIC, Australia; Melbourne School of Psychological Sciences, University of Melbourne, Melbourne, VIC, Australia
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Zhang X, Bhatt RR, Todorov S, Gupta A. Brain-gut microbiome profile of neuroticism predicts food addiction in obesity: A transdiagnostic approach. Prog Neuropsychopharmacol Biol Psychiatry 2023; 125:110768. [PMID: 37061021 PMCID: PMC10731989 DOI: 10.1016/j.pnpbp.2023.110768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/29/2023] [Accepted: 04/09/2023] [Indexed: 04/17/2023]
Abstract
Neuroticism is one of the most robust risk factors for addictive behaviors including food addiction (a key contributor to obesity), although the associated mechanisms are not well understood. A transdiagnostic approach was used to identify the neuroticism-related neuropsychological and gut metabolomic patterns associated with food addiction. Predictive modeling of neuroticism was implemented using multimodal features (23 clinical, 13,531 resting-state functional connectivity (rsFC), 336 gut metabolites) in 114 high body mass index (BMI ≥25 kg/m2) (cross-sectional) participants. Gradient boosting machine and logistic regression models were used to evaluate classification performance for food addiction. Neuroticism was significantly associated with food addiction (P < 0.001). Neuroticism-related features predicted food addiction with high performance (89% accuracy). Multimodal models performed better than single-modal models in predicting food addiction. Transdiagnostic alterations corresponded to rsFC involved in the emotion regulation, reward, and cognitive control and self-monitoring networks, and the metabolite 3-(4-hydroxyphenyl) propionate, as well as anxiety symptoms. Neuroticism moderated the relationship between BMI and food addiction. Neuroticism drives neuropsychological and gut microbial signatures implicated in dopamine synthesis and inflammation, anxiety, and food addiction. Such transdiagnostic models are essential in identifying mechanisms underlying food addiction in obesity, as it can help develop multiprong interventions to improve symptoms.
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Affiliation(s)
- Xiaobei Zhang
- G. Oppenheimer Center for Neurobiology of Stress & Resilience, at UCLA, United States of America; UCLA Vatche and Tamar Manoukian Division of Digestive Diseases, United States of America; David Geffen School of Medicine at UCLA, United States of America; University of California, Los Angeles, United States of America
| | - Ravi R Bhatt
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California, United States of America
| | - Svetoslav Todorov
- G. Oppenheimer Center for Neurobiology of Stress & Resilience, at UCLA, United States of America
| | - Arpana Gupta
- G. Oppenheimer Center for Neurobiology of Stress & Resilience, at UCLA, United States of America; UCLA Vatche and Tamar Manoukian Division of Digestive Diseases, United States of America; David Geffen School of Medicine at UCLA, United States of America; Goodman-Luskin Microbiome Center at UCLA, United States of America; University of California, Los Angeles, United States of America.
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3
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Dissociative experiences of compartmentalization are associated with food addiction symptoms: results from a cross-sectional report. Eat Weight Disord 2023; 28:28. [PMID: 36867281 PMCID: PMC9984353 DOI: 10.1007/s40519-023-01555-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/04/2022] [Indexed: 03/04/2023] Open
Abstract
PURPOSE Studies have shown significant associations of dissociative symptoms with both eating and addictive disorders; however, the different forms of dissociation have been relatively understudied in relation to food addiction (FA). The main aim of this study was to investigate the association of certain forms of dissociative experiences (i.e., absorption, detachment and compartmentalization) with FA symptoms in a nonclinical sample. METHODS Participants (N = 755; 543 women; age range: 18-65; mean age: 28.22 ± 9.99 years) were evaluated using self-report measures of FA, dissociation, eating disturbances, and general psychopathology. RESULTS Compartmentalization experiences (defined as pathological over-segregation of higher mental functions) were independently associated with FA symptoms (β = 0.174; p = 0.013; CI = [0.008; 0.064]) even when confounding factors were controlled for. CONCLUSION This finding suggests that compartmentalization symptoms can have a role in the conceptualization of FA, with such two phenomena possibly sharing common pathogenic processes. LEVEL OF EVIDENCE Level V, cross-sectional descriptive study.
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Malbec M, Hindmarsh JN, Jongerling J, Franken IH, Wieser MJ. No intolerance of errors: The effect of intolerance of uncertainty on performance monitoring revisited. Int J Psychophysiol 2022; 179:77-88. [PMID: 35835330 DOI: 10.1016/j.ijpsycho.2022.07.001] [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: 01/31/2022] [Revised: 07/05/2022] [Accepted: 07/06/2022] [Indexed: 11/26/2022]
Abstract
Errors have been conceptualized as internal forms of threat that can cause harm in unpredictable ways. An index of error processing is the error-related negativity (ERN), an event-related potential reflecting variability in the sensitivity to errors. Prior work has shown the relationship between psychopathology symptoms and the ERN is unclear, and may be moderated by intolerance of uncertainty (IU), a trait that captures how people react to unpredictability. IU includes two subfactors of prospective IU (active seeking of predictability) and inhibitory IU (behavioral paralysis). In the present study, 188 undergraduates performed an Eriksen flanker task designed to elicit the ERN, while brain activity was recorded using electroencephalography (EEG). Participants completed the Intolerance of Uncertainty Scale, Short Form (IUS-12), and other measures of anxiety, depression and worry. Total IU explained 5 % of the variance in correct-response negativity (CRN), but was not associated with the ERN in our sample. In contrast to previous findings, the IU subfactors did not predict the ERN or post-error slowing (PES), nor did total IU and depression interact to predict the ERN. Exploratory analyses also showed that total IU did not moderate the relationship between trait anxiety and the ERN. Small samples may have previously exaggerated the links between self-reported IU and the ERN. As such, further high-powered replications are required to confirm if, and how, they are related.
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Affiliation(s)
- Marcelo Malbec
- Department of Psychology, Education, and Child Studies, Erasmus University Rotterdam, the Netherlands
| | - Joshua N Hindmarsh
- Department of Psychology, Education, and Child Studies, Erasmus University Rotterdam, the Netherlands
| | - Joran Jongerling
- Department of Methodology and Statistics, Tilburg University, the Netherlands
| | - Ingmar H Franken
- Department of Psychology, Education, and Child Studies, Erasmus University Rotterdam, the Netherlands
| | - Matthias J Wieser
- Department of Psychology, Education, and Child Studies, Erasmus University Rotterdam, the Netherlands.
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Examination of Individual Differences in Susceptibility to Food Addiction using Alcohol and Addiction Research Domain Criteria (AARDoC): Recent Findings and Directions for the Future. CURRENT ADDICTION REPORTS 2022. [DOI: 10.1007/s40429-022-00433-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Abstract
Purpose of Review
Alcohol and Addiction Research Domain Criteria (AARDoC) is a transdiagnostic, circuits-based framework for studying addictive behaviors. We examined parallels in individual differences that might increase susceptibility to FA and other addictive disorders using the following units of analysis in AARDoC domains: craving, relative reinforcing value of food and attention bias in the incentive salience domain; decisional impulsivity (delay discounting) and inhibitory control (Go-No-Go, Conner’s Continuous Performance Test, and the flanker task) in the executive function domain; and emotion dysregulation and negative urgency in the negative emotionality domain.
Recent Findings
There are a number of parallels between FA and other addictions in the incentive salience and negative emotionality domains, but somewhat divergent findings in the executive function domain. Trauma appears to be an important environmental stressor in maintenance of FA.
Summary
AARDoC may be a useful organizing framework for studying addictions, including FA. Future studies should incorporate other units of analysis to better characterize FA.
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Alizadeh S, Djafarian K, Mofidi Nejad M, Yekaninejad MS, Javanbakht MH. The effect of β-caryophyllene on food addiction and its related behaviors: A randomized, double-blind, placebo-controlled trial. Appetite 2022; 178:106160. [PMID: 35809704 DOI: 10.1016/j.appet.2022.106160] [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: 01/13/2022] [Revised: 07/03/2022] [Accepted: 07/03/2022] [Indexed: 11/02/2022]
Abstract
Food addiction (FA) is a psychological construct that may be involved in the etiology of obesity. The cannabinoid system is involved in the addictive-like food preferences by acting on the dopaminergic pathway of the brain. β-caryophyllene is a dietary cannabinoid that is a cannabinoid type 2 (CB2) receptor agonist. This study explored the impacts of β-caryophyllene supplementation on eating behavior, appetite, mental health, anthropometric parameters, body composition, and some hormones related to appetite in women with obesity diagnosed with FA. Women with obesity and FA, diagnosed by the Yale Food Addiction Scale Score (YFAS-S) ≥3, were randomly allocated to receive a β-caryophyllene softgel (n = 26) (100 mg/daily with meal) or placebo (n = 26) for 8 weeks. Anthropometric measurements, body composition, eating behavior, biochemical markers, dietary intake, appetite, stress, anxiety, and depression were evaluated during the study period. β-caryophyllene administration significantly reduced YFAS-S compared to the placebo group (changes in FA score: 1.5 ± 0.9 vs. - 0.7 ± 1.4; corrected P = 0.05). Serum levels of orexin-A significantly decreased in the β-caryophyllene group (p = 0.02); however, no significant difference was observed compared to the placebo group (corrected P = 0.09). β-caryophyllene supplementation had no significant effect on body composition, anthropometric indices, appetite, eating behavior, dietary intake, physical activity level, mental health, and levels of oxytocin and neuropeptide Y (NPY), compared to the placebo. β-caryophyllene supplementation may have beneficial effects on improving YFAS-S in women with obesity diagnosed with FA. TRIAL REGISTRATION: Iranian Registry of Clinical Trials identifier: IRCT20200914048712N1.
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Affiliation(s)
- Shahab Alizadeh
- Department of Cellular and Molecular Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Kurosh Djafarian
- Department of Clinical Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Mofidi Nejad
- Department of Community Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran
| | - Mir Saeed Yekaninejad
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Hassan Javanbakht
- Department of Cellular and Molecular Nutrition, School of Nutritional Sciences and Dietetics, Tehran University of Medical Sciences, Tehran, Iran.
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Saunders B, Milyavskaya M, Inzlicht M. Longitudinal evidence that Event Related Potential measures of self-regulation do not predict everyday goal pursuit. Nat Commun 2022; 13:3201. [PMID: 35680874 PMCID: PMC9184581 DOI: 10.1038/s41467-022-30786-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 05/18/2022] [Indexed: 11/28/2022] Open
Abstract
Self-regulation has been studied across levels of analysis; however, little attention has been paid to the extent to which self-report, neural, and behavioral indices predict goal pursuit in real-life. We use a mixed-method approach (N = 201) to triangulate evidence among established measures of different aspects of self-regulation to predict both the process of goal pursuit using experience sampling, as well as longer-term goal progress at 1, 3, and 6-month follow-ups. While self-reported trait self-control predicts goal attainment months later, we observe a null relationship between longitudinal goal attainment and ERPs associated with performance-monitoring and reactivity to positive/rewarding stimuli. Despite evidence that these ERPs are reliable and trait-like, and despite theorizing that suggests otherwise, our findings suggest that these ERPs are not meaningfully associated with everyday goal attainment. These findings challenge the ecological validity of brain measures thought to assess aspects of self-regulation. Self-regulation helps people to achieve their goals, and has been studied across modalities. Here, the authors present longitudinal evidence suggesting that common neural and behavioral measures of self-regulation derived from laboratory tasks do not predict everyday goal pursuit.
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Affiliation(s)
- Blair Saunders
- Psychology, School of Social Sciences, University of Dundee, Dundee, UK.
| | | | - Michael Inzlicht
- Department of Psychology, University of Toronto, Toronto, Canada.,Department of Psychology and Rotman School of Management, University of Toronto, Toronto, Canada
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8
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Food Addiction Features Are Related to Worse Academic Performance in Adolescents. Int J Ment Health Addict 2022. [DOI: 10.1007/s11469-021-00724-7] [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: 10/19/2022] Open
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Iceta S, Rodrigue C, Legendre M, Daoust J, Flaudias V, Michaud A, Bégin C. Cognitive function in binge eating disorder and food addiction: A systematic review and three-level meta-analysis. Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110400. [PMID: 34256024 DOI: 10.1016/j.pnpbp.2021.110400] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 05/26/2021] [Accepted: 07/07/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND An extensive body of recent research has focused on the contribution of cognitive functioning to eating behaviors. In binge eating disorder (BED) and food addiction (FA), the extent of cognitive impairment is still unclear. This study aimed to characterize, among those with BED and FA, neurocognitive functions using performances based on neuropsychological tasks in the context of neutral stimuli in adults. METHOD MEDLINE, Embase, PsycINFO, Cochrane Database of Systematic Reviews, CINAHL and gray literature (ProQuest and OpenGrey) were used to identify studies that reported neurocognitive assessments in BED or FA up to December 2019. A three-level meta-analysis was conducted. RESULTS A significant overall effect was found for global cognitive impairments, suggesting that individuals with BED or FA have poorer performances when completing cognitive tasks. Analyses for specific cognitive domains revealed that individuals with BED showed poorer performances at tasks assessing cognitive flexibility, inhibitory control, attention and planning. Analyses regarding FA were inconclusive due to a lack of studies. Thus, the results were described qualitatively. CONCLUSION Our meta-analysis highlighted the cognitive weaknesses that seem to come with BED and the necessity to integrate them in the assessment and treatment of this condition. It also stressed the lack of quality studies surrounding the cognitive features of FA.
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Affiliation(s)
- Sylvain Iceta
- Research Center of the Quebec Heart and Lung Institute, Laval University, Quebec City, Canada; School of Nutrition, Université Laval, Québec, Canada; Department of Endocrinology, Diabetology and Nutrition, Integrated Center of Obesity, Hospices Civils de Lyon, Hôpital Lyon Sud, Pierre Benite, France; CarMeN Laboratory, Université Claude Bernard Lyon 1, Lyon, France.
| | - Christopher Rodrigue
- School of Psychology, Laval University, Quebec City, Quebec, Canada; Centre de Recherche FRQ-S Nutrition, Santé et Société (NUTRISS), Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Université Laval, Quebec City, QC, Canada.
| | - Maxime Legendre
- School of Psychology, Laval University, Quebec City, Quebec, Canada; Centre de Recherche FRQ-S Nutrition, Santé et Société (NUTRISS), Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Université Laval, Quebec City, QC, Canada.
| | - Justine Daoust
- Research Center of the Quebec Heart and Lung Institute, Laval University, Quebec City, Canada; School of Nutrition, Université Laval, Québec, Canada.
| | - Valentin Flaudias
- Department of Psychiatry, CHU Clermont-Ferrand, University of Clermont Auvergne, EA 7280 Clermont-Ferrand, France.
| | - Andreanne Michaud
- Research Center of the Quebec Heart and Lung Institute, Laval University, Quebec City, Canada; School of Nutrition, Université Laval, Québec, Canada; Centre de Recherche FRQ-S Nutrition, Santé et Société (NUTRISS), Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Université Laval, Quebec City, QC, Canada.
| | - Catherine Bégin
- School of Psychology, Laval University, Quebec City, Quebec, Canada; Centre de Recherche FRQ-S Nutrition, Santé et Société (NUTRISS), Institut sur la Nutrition et les Aliments Fonctionnels (INAF), Université Laval, Quebec City, QC, Canada.
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Tserne TA, Borisenkov MF, Popov SV, Bakutova LA, Jongte L, Trivedi AK, Pecherkina AA, Dorogina OI, Martinson EA, Vetosheva VI, Gubin DG, Solovieva SV, Danilova LA, Turovinina EF, Symaniuk EE. Food addiction and weight in students with high academic performance. Public Health Nutr 2021; 24:6027-6033. [PMID: 34034842 PMCID: PMC11148585 DOI: 10.1017/s1368980021002160] [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] [Indexed: 11/06/2022]
Abstract
OBJECTIVE The purpose of this study was to analyse the relationships between food addiction (FA), anthropometric characteristics and academic performance. DESIGN The average age (sd) of the participants was 17·5 (sd 2·7) years (64·1 % female). Each study participant indicated their sex, height, weight and academic performance and completed the Yale Food Addiction Scale. SETTING Syktyvkar, Kirov, Tyumen, Yekaterinburg, Russia; Aizawl, India. PARTICIPANTS The study involved 3426 people. RESULTS FA was found in 8·7 % of participants from Russia and 14·6 % from India. In schoolchildren but not in university students, high academic performance was associated with a higher incidence rate of FA detection (OR = 1·16, 95 % CI 1·07, 1·26) and a lower BMI (OR = 0·72, 95 % CI 0·56, 0·94). CONCLUSIONS These data showed an increased incidence rate of FA detection in adolescents with high academic performance.
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Affiliation(s)
- Tatyana A Tserne
- Department of Molecular Immunology and Biotechnology, Institute of Physiology, Komi Science Centre, Ural Branch of the Russian Academy of Sciences, Pervomaiskaya Str. 50, Syktyvkar167982, Russia
| | - Mikhail F Borisenkov
- Department of Molecular Immunology and Biotechnology, Institute of Physiology, Komi Science Centre, Ural Branch of the Russian Academy of Sciences, Pervomaiskaya Str. 50, Syktyvkar167982, Russia
| | - Sergey V Popov
- Department of Molecular Immunology and Biotechnology, Institute of Physiology, Komi Science Centre, Ural Branch of the Russian Academy of Sciences, Pervomaiskaya Str. 50, Syktyvkar167982, Russia
| | - Larisa A Bakutova
- Department of Molecular Immunology and Biotechnology, Institute of Physiology, Komi Science Centre, Ural Branch of the Russian Academy of Sciences, Pervomaiskaya Str. 50, Syktyvkar167982, Russia
| | | | - Amit K Trivedi
- Department of Zoology, Mizoram University, Aizawl, India
| | - Anna A Pecherkina
- Ural Institute of Humanities, Ural Federal University, Yekaterinburg, Russia
| | - Olga I Dorogina
- Ural Institute of Humanities, Ural Federal University, Yekaterinburg, Russia
| | | | - Valentina I Vetosheva
- Institute of Pedagogy and Psychology, Pitirim Sorokin Syktyvkar State University, Syktyvkar, Russia
| | - Denis G Gubin
- Department of Biology, Tyumen Medical University, Tyumen, Russia
- Tyumen Cardiology Research Centre, Tomsk National Research Medical Center, Russian Academy of Science, Tyumen, Russia
| | | | - Lina A Danilova
- Department of Biology, Tyumen Medical University, Tyumen, Russia
| | | | - Elvira E Symaniuk
- Ural Institute of Humanities, Ural Federal University, Yekaterinburg, Russia
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Lutz MC, Kok R, Verveer I, Malbec M, Koot S, van Lier PAC, Franken IHA. Diminished error-related negativity and error positivity in children and adults with externalizing problems and disorders: a meta-analysis on error processing. J Psychiatry Neurosci 2021; 46:E615-E627. [PMID: 34753790 PMCID: PMC8580828 DOI: 10.1503/jpn.200031] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 07/03/2020] [Accepted: 07/04/2021] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Deficits in error processing are reflected in an inability of people with externalizing problems to adjust their problem behaviour. The present study contains 2 meta-analyses, testing whether error processing - indexed by the event-related potentials error-related negativity (ERN) and error positivity (Pe) - is reduced in children and adults with externalizing problems and disorders compared to healthy controls. METHODS We conducted a systematic search in PubMed (1980 to December 2018), PsycInfo (1980 to December 2018) and Scopus (1970 to December 2018), identifying 328 studies. We included studies that measured error processing using the Eriksen flanker task, the go/no-go task or the stop-signal task in healthy controls and in adults or children with clearly described externalizing behavioural problems (e.g., aggression) or a clinical diagnosis on the externalizing spectrum (e.g., addiction). RESULTS Random-effect models (ERN: 23 studies, 1739 participants; Pe: 27 studies, 1456 participants) revealed a reduced ERN amplitude (Hedges' g = 0.44, 95% confidence interval [CI] 0.29 to 0.58) and a reduced Pe amplitude (Hedges' g = -0.27, 95% CI -0.44 to -0.09) during error processing in people with externalizing problems or disorders compared to healthy controls. Type of diagnosis, age and the presence of performance feedback or comorbidity did not moderate the results. The employed cognitive task was a moderator for Pe but not for ERN. The go/no-go task generated a greater amplitude difference in Pe than the Eriksen flanker task. Small-sample assessment revealed evidence of publication bias for both event-related potentials. However, a p curve analysis for ERN showed that evidential value was present; for Pe, the p curve analysis was inconclusive. LIMITATIONS The moderators did not explain the potential heterogeneity in most of the analysis, suggesting that other disorder- and patient-related factors affect error processing. CONCLUSION Our findings indicate the presence of compromised error processing in externalizing psychopathology, suggesting diminished activation of the prefrontal cortex during performance monitoring.
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Affiliation(s)
- Miranda Christine Lutz
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier).
| | - Rianne Kok
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
| | - Ilse Verveer
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
| | - Marcelo Malbec
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
| | - Susanne Koot
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
| | - Pol A C van Lier
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
| | - Ingmar H A Franken
- From the Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands (Lutz, Kok, Verveer, Malbec, Franken); the Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, HV Amsterdam, the Netherlands (Lutz, Koot, van Lier)
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12
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Lutz MC, Kok R, Franken IHA. Event-related potential (ERP) measures of error processing as biomarkers of externalizing disorders: A narrative review. Int J Psychophysiol 2021; 166:151-159. [PMID: 34146603 DOI: 10.1016/j.ijpsycho.2021.06.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 03/24/2021] [Accepted: 06/06/2021] [Indexed: 12/12/2022]
Abstract
Previous studies have shown that electrophysiological measures of error processing are affected in patients at risk or diagnosed with internalizing disorders, hence, suggesting that error processing could be a suitable biomarker for internalizing disorders. In this narrative review, we will evaluate studies that address the role of event-related potential (ERP) measures of error-processing in externalizing disorders and discuss to what extend these can be considered a biomarker for externalizing disorders. Currently, there is evidence for the notion that electrophysiological indices of error processing such as the error-related negativity (ERN) and error positivity (Pe) are reduced in individuals with substance use disorders, attention-deficit/hyperactivity disorder, and in forensic populations. However, it remains unclear whether this is also the case for other understudied disorders such as behavioral addiction. Furthermore, to fully understand how these deficits affect day to day behavior, we encourage research to focus on testing current theories and hypotheses of ERN and Pe. In addition, we argue that within an externalizing disorder, individual differences in error processing deficits may be related to prognosis and gender of the patient, methodological issues and presence of comorbidity. Next, we review studies that have related treatment trajectories with ERP measures of error processing, and we discuss the prospect of improving error processing as a treatment option. We conclude that ERP measures of error processing are candidate biomarkers for externalizing disorders, albeit we strongly urge researchers to continue looking into the predictive value of these measures in the etiology and treatment outcome through multi-method and longitudinal designs.
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Affiliation(s)
- Miranda C Lutz
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, P.O. 1738, 3000 DR Rotterdam, the Netherlands; Department of Clinical, Neuro- and Developmental Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 HV Amsterdam, the Netherlands
| | - Rianne Kok
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, P.O. 1738, 3000 DR Rotterdam, the Netherlands
| | - Ingmar H A Franken
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, P.O. 1738, 3000 DR Rotterdam, the Netherlands.
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Vasiliu O. Current Status of Evidence for a New Diagnosis: Food Addiction-A Literature Review. Front Psychiatry 2021; 12:824936. [PMID: 35082706 PMCID: PMC8784968 DOI: 10.3389/fpsyt.2021.824936] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 12/15/2021] [Indexed: 02/06/2023] Open
Abstract
Food addiction is considered an important link for a better understanding of psychiatric and medical problems triggered by dysfunctions of eating behaviors, e. g., obesity, metabolic syndrome, binge eating disorder, or bulimia nervosa. At behavioral level, food addiction has high degrees of similarity with other eating disorders, a phenomenon that creates difficulties in finding specific diagnostic criteria. Food addiction has been also described as "eating addiction" or "eating dependence" by several researchers, who placed the emphasis on the behavior and not on the food itself. High-sodium foods, artificially flavored-foods, rich carbohydrate- and saturated fats-containing foods are triggers for the activation of the same neural pathways, therefore they act similarly to any drug of abuse. Food addiction is considered a disorder based on functional negative consequences, associated distress and potential risks to both psychological well-being and physical health. A clinical scale was validated for the quantification of the eating addiction severity, namely the Yale Food Addiction Severity Scale (YFAS), constructed to match DSM IV criteria for substance dependence. Using this instrument, a high prevalence of food addiction was found in the general population, up to 20% according to a meta-analytic research. The pathogenesis of this entity is still uncertain, but reward dysfunction, impulsivity and emotion dysregulation have been considered basic mechanisms that trigger both eating dysfunctions and addictive behaviors. Genetic factors may be involved in this dependence, as modulators of higher carbohydrate and saturate fat craving. Regarding the existence of potential therapeutic solutions, lorcaserin, antiepileptic drugs, opioid antagonists, antiaddictive agents are recommended for obesity and eating disorders, and they may be intuitively used in food addiction, but clinical trials are necessary to confirm their efficacy. In conclusion, a better understanding of food addiction's clinical profile and pathogenesis may help clinicians in finding prevention- and therapeutic-focused interventions in the near future.
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Affiliation(s)
- Octavian Vasiliu
- Department of Psychiatry, Dr. Carol Davila University Emergency Central Military Hospital, Bucharest, Romania
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14
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Kilian C, Bröckel KL, Overmeyer R, Dieterich R, Endrass T. Neural correlates of response inhibition and performance monitoring in binge watching. Int J Psychophysiol 2020; 158:1-8. [DOI: 10.1016/j.ijpsycho.2020.09.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Revised: 07/31/2020] [Accepted: 09/04/2020] [Indexed: 12/29/2022]
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15
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Food Addiction and Cognitive Functioning: What Happens in Adolescents? Nutrients 2020; 12:nu12123633. [PMID: 33255973 PMCID: PMC7760275 DOI: 10.3390/nu12123633] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/19/2020] [Accepted: 11/21/2020] [Indexed: 01/18/2023] Open
Abstract
This study aimed to examine cognitive factors associated to food addiction (FA) symptoms in a non-clinical sample of adolescents. A group of 25 adolescents (12–18 years; Mean age = 15.2 years) with a high level of FA symptoms (two and more) were compared to a control group without FA symptoms (n = 25), matched on sex and age, on four Cambridge Neuropsychological Test Automated Battery (CANTAB) neuropsychological tasks (MT: Multitasking Test; OTS: One Touch Stockings of Cambridge; SST: Stop Signal Task; RVP: Rapid Visual Information Processing). They were also compared on self-reported questionnaires assessing binge eating, depressive and anxiety symptoms, impulsivity levels, as well as executive functioning difficulties. Group comparisons did not show significant differences on neuropsychological tasks’ performances. However, effect sizes’ estimates showed small to medium effect sizes on three scores: adolescents with a high level of FA symptoms showed a higher probability of an error following an incorrect answer (OTS), a higher probability of false alarm, and a poorer target sensitivity (RVP). When referring to self-reported measurements, they reported significantly more executive functioning difficulties, more binge eating, depressive symptoms and higher impulsivity levels. Overall, results suggested that cognitive difficulties related to FA symptoms seem to manifest themselves more clearly when assessing daily activities with a self-reported questionnaire, which in turn are strongly related to overeating behaviors and psychological symptoms. Future longitudinal research is needed to examine the evolution of those variables, their relationships, and contribution in obesity onset. More precisely, the present findings highlighted the importance of affective difficulties related to this condition, as well as the need to take them into account in its assessment.
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Constant A, Moirand R, Thibault R, Val-Laillet D. Meeting of Minds around Food Addiction: Insights from Addiction Medicine, Nutrition, Psychology, and Neurosciences. Nutrients 2020; 12:nu12113564. [PMID: 33233694 PMCID: PMC7699750 DOI: 10.3390/nu12113564] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/12/2020] [Accepted: 11/18/2020] [Indexed: 12/21/2022] Open
Abstract
This review, focused on food addiction (FA), considers opinions from specialists with different expertise in addiction medicine, nutrition, health psychology, and behavioral neurosciences. The concept of FA is a recurring issue in the clinical description of abnormal eating. Even though some tools have been developed to diagnose FA, such as the Yale Food Addiction Scale (YFAS) questionnaire, the FA concept is not recognized as an eating disorder (ED) so far and is even not mentioned in the Diagnostic and Statistical Manuel of Mental Disorders version 5 (DSM-5) or the International Classification of Disease (ICD-11). Its triggering mechanisms and relationships with other substance use disorders (SUD) need to be further explored. Food addiction (FA) is frequent in the overweight or obese population, but it remains unclear whether it could articulate with obesity-related comorbidities. As there is currently no validated therapy against FA in obese patients, FA is often underdiagnosed and untreated, so that FA may partly explain failure of obesity treatment, addiction transfer, and weight regain after obesity surgery. Future studies should assess whether a dedicated management of FA is associated with better outcomes, especially after obesity surgery. For prevention and treatment purposes, it is necessary to promote a comprehensive psychological approach to FA. Understanding the developmental process of FA and identifying precociously some high-risk profiles can be achieved via the exploration of the environmental, emotional, and cognitive components of eating, as well as their relationships with emotion management, some personality traits, and internalized weight stigma. Under the light of behavioral neurosciences and neuroimaging, FA reveals a specific brain phenotype that is characterized by anomalies in the reward and inhibitory control processes. These anomalies are likely to disrupt the emotional, cognitive, and attentional spheres, but further research is needed to disentangle their complex relationship and overlap with obesity and other forms of SUD. Prevention, diagnosis, and treatment must rely on a multidisciplinary coherence to adapt existing strategies to FA management and to provide social and emotional support to these patients suffering from highly stigmatized medical conditions, namely overweight and addiction. Multi-level interventions could combine motivational interviews, cognitive behavioral therapies, and self-help groups, while benefiting from modern exploratory and interventional tools to target specific neurocognitive processes.
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Affiliation(s)
- Aymery Constant
- INRAE, INSERM, University Rennes, NuMeCan, Nutrition Metabolisms Cancer, 35590 St Gilles, 35000 Rennes, France; (A.C.); (R.M.); (R.T.)
- EHESP, School of Public Health, 35043 Rennes, France
| | - Romain Moirand
- INRAE, INSERM, University Rennes, NuMeCan, Nutrition Metabolisms Cancer, 35590 St Gilles, 35000 Rennes, France; (A.C.); (R.M.); (R.T.)
- Unité d’Addictologie, CHU Rennes, 35000 Rennes, France
| | - Ronan Thibault
- INRAE, INSERM, University Rennes, NuMeCan, Nutrition Metabolisms Cancer, 35590 St Gilles, 35000 Rennes, France; (A.C.); (R.M.); (R.T.)
- Unité de Nutrition, CHU Rennes, 35000 Rennes, France
| | - David Val-Laillet
- INRAE, INSERM, University Rennes, NuMeCan, Nutrition Metabolisms Cancer, 35590 St Gilles, 35000 Rennes, France; (A.C.); (R.M.); (R.T.)
- Correspondence:
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17
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Maxwell AL, Gardiner E, Loxton NJ. Investigating the relationship between reward sensitivity, impulsivity, and food addiction: A systematic review. EUROPEAN EATING DISORDERS REVIEW 2020; 28:368-384. [PMID: 32142199 DOI: 10.1002/erv.2732] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 02/09/2020] [Accepted: 02/23/2020] [Indexed: 12/16/2022]
Abstract
OBJECTIVE The aim of the current research was to identify the extent to which reward sensitivity and impulsivity were related to food addiction. METHOD Forty-five studies, published from 2009 to June 2019, investigating reward sensitivity and/or impulsivity with food addiction as measured by the Yale Food Addiction Scale were reviewed. RESULTS Reward sensitivity, as measured by the Sensitivity to Reward (SR) scale, was positively associated with food addiction in two studies, but failed to yield consistent results in other studies when measured with the Behavioral Inhibition/Behavioral Activation Scales. Self-report impulsivity, as measured by the Barratt Impulsiveness Scale (BIS-11), was consistently associated with food addiction, with attentional impulsivity and motor impulsivity the most consistent subscales. Similarly, food addiction was also consistently associated with Negative Urgency, Positive Urgency, and Lack of Perseverance as measured by the UPPS-P Impulsive Behavior Scale. Food addiction was inconsistently associated with disinhibition, as measured by behavioral tasks, indicating food addiction appears more aligned with self-report measures of impulsivity. CONCLUSIONS Research in this field is dominated by university student, overweight and obese samples. Additional research is required to further tease out these relationships.
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Affiliation(s)
- Aimee L Maxwell
- School of Applied Psychology, Griffith University, Mt Gravatt Campus, Brisbane, Queensland, Australia
| | - Elliroma Gardiner
- School of Management, QUT Gardens Point, Brisbane, Queensland, Australia
| | - Natalie J Loxton
- School of Applied Psychology, Griffith University, Mt Gravatt Campus, Brisbane, Queensland, Australia.,Centre for Youth Substance Abuse Research, The University of Queensland, Brisbane, Queensland, Australia
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18
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García-García I, Morys F, Michaud A, Dagher A. Food Addiction, Skating on Thin Ice: a Critical Overview of Neuroimaging Findings. CURRENT ADDICTION REPORTS 2020. [DOI: 10.1007/s40429-020-00293-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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19
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Hardee JE, Phaneuf C, Cope L, Zucker R, Gearhardt A, Heitzeg M. Neural correlates of inhibitory control in youth with symptoms of food addiction. Appetite 2020; 148:104578. [PMID: 31904390 DOI: 10.1016/j.appet.2019.104578] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 12/02/2019] [Accepted: 12/30/2019] [Indexed: 12/27/2022]
Abstract
Prior research has found that food addiction is associated with reward-related neural differences, but research has yet to examine whether there are also neural differences in inhibitory control. This may be particularly relevant during adolescence as it is a key developmental period where difficulties in inhibitory control are more prevalent. The Yale Food Addiction Scale is a self-report questionnaire that applies substance use disorder diagnostic criteria to certain foods that has also been adapted for children. Here we investigate the association between addictive-like eating and brain functioning during inhibitory control in youth. Seventy-six right-handed participants 8.2-17.8 years (44 male) were recruited. Participants performed a go/no-go task during functional magnetic resonance imaging and completed the Yale Food Addiction Scale for Children, after which they were categorized into two groups according to their scores (No Symptom Group = 0; YFAS-C Group: score ≥ 1). Inhibitory control was probed with a contrast of correct no-go versus go trials. An independent-samples t-test comparing groups revealed a significant difference in three primary clusters, all exclusively in the left hemisphere (No Symptom Group > YFAS-C Group): middle temporal gyrus/occipital gyrus, precuneus/calcarine sulcus, and inferior frontal gyrus. Specifically, the YFAS-C Group showed deactivation in all three clusters. Adolescents who endorse food addiction appear to show hypo-activation in response to the inhibitory control portion of a go/no-go task, which suggests possible inhibitory control difficulties.
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Affiliation(s)
- Jillian E Hardee
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA.
| | - Camille Phaneuf
- University of Michigan, Department of Psychology, 530 Church St, Ann Arbor, MI, 48109, USA
| | - Lora Cope
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
| | - Robert Zucker
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
| | - Ashley Gearhardt
- University of Michigan, Department of Psychology, 530 Church St, Ann Arbor, MI, 48109, USA
| | - Mary Heitzeg
- University of Michigan, Department of Psychiatry and Addiction Center, 4250 Plymouth Rd, Ann Arbor, MI, 48109, USA
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20
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Fat Addiction: Psychological and Physiological Trajectory. Nutrients 2019; 11:nu11112785. [PMID: 31731681 PMCID: PMC6893421 DOI: 10.3390/nu11112785] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2019] [Revised: 11/07/2019] [Accepted: 11/12/2019] [Indexed: 02/07/2023] Open
Abstract
Obesity has become a major public health concern worldwide due to its high social and economic burden, caused by its related comorbidities, impacting physical and mental health. Dietary fat is an important source of energy along with its rewarding and reinforcing properties. The nutritional recommendations for dietary fat vary from one country to another; however, the dietary reference intake (DRI) recommends not consuming more than 35% of total calories as fat. Food rich in fat is hyperpalatable, and is liable to be consumed in excess amounts. Food addiction as a concept has gained traction in recent years, as some aspects of addiction have been demonstrated for certain varieties of food. Fat addiction can be a diagnosable condition, which has similarities with the construct of addictive disorders, and is distinct from eating disorders or normal eating behaviors. Psychological vulnerabilities like attentional biases have been identified in individuals described to be having such addiction. Animal models have provided an opportunity to explore this concept in an experimental setting. This discussion sheds light on fat addiction, and explores its physiological and psychological implications. The discussion attempts to collate the emerging literature on addiction to fat rich diets as a prominent subset of food addiction. It aims at addressing the clinical relevance at the community level, the psychological correlates of such fat addiction, and the current physiological research directions.
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21
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Lost in Translation? On the Need for Convergence in Animal and
Human Studies on the Role of Dopamine in Diet-Induced Obesity. CURRENT ADDICTION REPORTS 2019. [DOI: 10.1007/s40429-019-00268-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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22
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ERN as a transdiagnostic marker of the internalizing-externalizing spectrum: A dissociable meta-analytic effect. Neurosci Biobehav Rev 2019; 103:133-149. [DOI: 10.1016/j.neubiorev.2019.06.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 05/31/2019] [Accepted: 06/09/2019] [Indexed: 12/30/2022]
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23
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Rodrigue C, Gearhardt AN, Bégin C. Food Addiction in Adolescents: Exploration of psychological symptoms and executive functioning difficulties in a non-clinical sample. Appetite 2019; 141:104303. [PMID: 31145945 DOI: 10.1016/j.appet.2019.05.034] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Revised: 05/22/2019] [Accepted: 05/24/2019] [Indexed: 12/12/2022]
Abstract
Recent studies on food addiction (FA) provided a better understanding of this condition in various populations. Indeed, authors have shown that FA was nearly as prevalent in adolescents as in adults, and similar correlates were observed in both populations (disordered eating behaviors, depressive and anxiety symptoms, impulsivity). The aim of the present study was to characterize FA in adolescents, according to psychological symptoms and executive functioning difficulties. A sample of 969 adolescents, aged between 12 and 18 years old, was recruited in the Quebec City area. They completed a series of questionnaires, including the Yale Food Addiction Scale 2.0 to measure FA symptoms, the Behaviour Rating Inventory of Executive Function to measure executive functioning difficulties, as well as other self-reported questionnaires assessing psychological symptoms (depressive and anxiety symptoms, impulsivity). Group comparisons showed that adolescents with a high level of FA symptoms reported significantly more psychological symptoms (binge eating, depression, anxiety, impulsivity), and more executive functioning difficulties. Finally, the relationship between FA symptoms and executive functioning difficulties was moderated by age and sex. More precisely, the previously mentioned relationship was stronger in young teen girls. The present work provides a preliminary framework in the developmental study of FA.
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Affiliation(s)
- Christopher Rodrigue
- School of Psychology, Laval University Félix-Antoine-Savard Pavilion, Laval University, 2325 Bibliotheques' Street, Quebec, Canada.
| | - Ashley N Gearhardt
- Department of Psychology, University of Michigan, 1004 East Hall 530 Church Street, Ann Arbor, MI, 48109-1043, USA.
| | - Catherine Bégin
- School of Psychology, Laval University Félix-Antoine-Savard Pavilion, Laval University, 2325 Bibliotheques' Street, Quebec, Canada.
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24
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Penzenstadler L, Soares C, Karila L, Khazaal Y. Systematic Review of Food Addiction as Measured with the Yale Food Addiction Scale: Implications for the Food Addiction Construct. Curr Neuropharmacol 2019; 17:526-538. [PMID: 30406740 PMCID: PMC6712300 DOI: 10.2174/1570159x16666181108093520] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 05/03/2018] [Accepted: 10/30/2018] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The concept of food addiction attracts much interest in the scientific community. Research is mainly based on the Yale Food Addiction Scale (YFAS), a tool developed to assess food addiction. Substance use disorder criteria have been used to develop this scale. OBJECTIVE The aim of this paper was to review the clinical significance of food addiction diagnoses made with the YFAS and to discuss the results in light of the current debate on behavioral addictions. METHODS We performed a systematic review of the studies that assessed food addiction with the YFAS published between January 2014 and July 2017 by searching the electronic databases PsycINFO, MEDLINE, and PsycARTICLES. RESULTS Sixty publications were included in the analysis. Thirty-three studies examined nonclinical samples and 27 examined clinical samples. All studies used YFAS scoring results to define food addiction. The prevalence of food addiction according to the YFAS varied largely by the studied samples. In general, a higher body mass index and the presence of eating disorders (EDs), especially binge eating disorder (BED), were associated with higher YFAS scores. CONCLUSION The concept of food addiction has not been established to this day although it can be grouped with other EDs such as BED. More research is needed to understand this behavior and the differences between food addiction and other EDs. The criteria for food addiction should be revisited in light of the concepts currently used to examine behavioral addictions.
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Affiliation(s)
- Louise Penzenstadler
- Address correspondence to this author at the Geneva University Hospitals, Rue de Grand-Pré, 70 C, 1202 Geneva, Switzerland; Tel: +41 22 372 57 50; Fax: +41 22 372 55 70; E-mail:
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25
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Rodrigue C, Ouellette AS, Lemieux S, Tchernof A, Biertho L, Bégin C. Executive functioning and psychological symptoms in food addiction: a study among individuals with severe obesity. Eat Weight Disord 2018; 23:469-478. [PMID: 29947017 DOI: 10.1007/s40519-018-0530-1] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Accepted: 06/16/2018] [Indexed: 12/21/2022] Open
Abstract
Food addiction (FA) has recently emerged as a new field in the study of obesity. Previous studies have contributed to identifying psychological correlates of FA. However, few researchers have examined the cognitive profile related to this condition; up until now, attentional biases related to food cues and a poorer performance monitoring have been observed. The present study aimed to examine the psychological profile and executive functioning related to FA in individuals with severe obesity and awaiting bariatric surgery. Participants (N = 86) were split into two groups, according to their level of FA symptoms (low FA vs high FA). Groups were compared on questionnaires measuring binge eating, depression and anxiety symptoms, and impulsivity as well as on measures reflecting executive functioning (D-KEFS and BRIEF-A). The relationship between FA groups and patterns of errors during the D-KEFS' Color-Word Interference Test was further analyzed. Individuals within the high FA group reported significantly more binge eating, depressive and anxiety symptoms, and more metacognitive difficulties. They also tended to show a poorer inhibition/cognitive flexibility score and a typical pattern of errors, characterized by an increased number of errors as the tasks' difficulty rose as opposed to a decreased number of errors, which characterizes an atypical pattern of errors. The present results show that the inability to learn from errors or past experiences is related to the severity of FA and overall impairments.Level of evidence Level V, descriptive study.
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Affiliation(s)
| | | | - Simone Lemieux
- School of Nutrition, Laval University, Quebec City, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada
| | - André Tchernof
- School of Nutrition, Laval University, Quebec City, Canada.,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada.,Quebec Heart and Lung Institute, Quebec City, Canada
| | - Laurent Biertho
- Quebec Heart and Lung Institute, Quebec City, Canada.,Department of Surgery, Laval University, Quebec City, Canada
| | - Catherine Bégin
- School of Psychology, Laval University, Quebec City, Canada. .,Institute of Nutrition and Functional Foods, Laval University, Quebec City, Canada. .,Quebec Heart and Lung Institute, Quebec City, Canada.
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26
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What Is the Evidence for "Food Addiction?" A Systematic Review. Nutrients 2018; 10:nu10040477. [PMID: 29649120 PMCID: PMC5946262 DOI: 10.3390/nu10040477] [Citation(s) in RCA: 123] [Impact Index Per Article: 20.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Revised: 03/26/2018] [Accepted: 04/06/2018] [Indexed: 11/29/2022] Open
Abstract
The diagnostic construct of “food addiction” is a highly controversial subject. The current systematic review is the first to evaluate empirical studies examining the construct of “food addiction” in humans and animals. Studies were included if they were quantitative, peer-reviewed, and in the English language. The 52 identified studies (35 articles) were qualitatively assessed to determine the extent to which their findings indicated the following addiction characteristics in relation to food: brain reward dysfunction, preoccupation, risky use, impaired control, tolerance/withdrawal, social impairment, chronicity, and relapse. Each pre-defined criterion was supported by at least one study. Brain reward dysfunction and impaired control were supported by the largest number of studies (n = 21 and n = 12, respectively); whereas risky use was supported by the fewest (n = 1). Overall, findings support food addiction as a unique construct consistent with criteria for other substance use disorder diagnoses. The evidence further suggests that certain foods, particularly processed foods with added sweeteners and fats, demonstrate the greatest addictive potential. Though both behavioral and substance-related factors are implicated in the addictive process, symptoms appear to better fit criteria for substance use disorder than behavioral addiction. Future research should explore social/role impairment, preoccupation, and risky use associated with food addiction and evaluate potential interventions for prevention and treatment.
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27
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Affiliation(s)
- Mustafa al'Absi
- University of Minnesota Medical School, Duluth, MN, 55812-2487, USA.
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28
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Mies GW, Treur JL, Larsen JK, Halberstadt J, Pasman JA, Vink JM. The prevalence of food addiction in a large sample of adolescents and its association with addictive substances. Appetite 2017; 118:97-105. [PMID: 28826746 DOI: 10.1016/j.appet.2017.08.002] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 07/27/2017] [Accepted: 08/03/2017] [Indexed: 01/08/2023]
Abstract
The prevalence of overweight and obesity is increasing, due to, among other factors, increased availability of highly palatable food (food high in fat, salt and/or sugar). It has been proposed that certain foods and/or eating behaviours may be addictive, to a degree comparable to substances of abuse. The Yale Food Addiction Scale (YFAS) measures 'food addiction' by translating the diagnostic criteria for substance use disorder to eating behaviour. So far, only a few studies have examined the prevalence of food addiction in children with the YFAS for children (YFAS-C). Large-scale studies, especially among adolescents, are lacking. Adolescence is of particular interest because it is a period wherein unhealthy eating behaviours or addictive tendencies are likely to develop. The current study examines the prevalence of food addiction using the YFAS-C in a large group of Dutch adolescents (N = 2653) aged 14-21 years. With Generalized Estimation Equation (GEE) analysis we tested the relationship between food addiction symptoms and smoking, cannabis use, alcohol use, and sugar intake through drinks, while controlling for gender, age, educational level and weight class. In the total sample 2.6% met the criteria for a food addiction 'diagnosis', and the average symptom count was 1.0 (SD = 1.3, range 0-7). Symptoms of food addiction were positively associated with smoking, alcohol use, cannabis use and sugar intake. We propose that future studies focus on possible genetic/(neuro)biological mechanisms involved in both food addiction and substance use and that longitudinal designs are needed to examine possible causal pathways.
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Affiliation(s)
- Gabry W Mies
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Jorien L Treur
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Junilla K Larsen
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Jutka Halberstadt
- Department of Health Sciences, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Institute, The Netherlands
| | - Joëlle A Pasman
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Jacqueline M Vink
- Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands.
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Wolz I, Granero R, Fernández-Aranda F. A comprehensive model of food addiction in patients with binge-eating symptomatology: The essential role of negative urgency. Compr Psychiatry 2017; 74:118-124. [PMID: 28160693 DOI: 10.1016/j.comppsych.2017.01.012] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Revised: 12/15/2016] [Accepted: 01/19/2017] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Food addiction has been widely researched in past years. However, there is a debate on the mechanisms underlying addictive eating and a better understanding of the processes associated to these behaviors is needed. Previous studies have found characteristic psychological correlates of food addiction, such as high negative urgency, emotion regulation difficulties and low self-directedness, in different samples of adults with addictive eating patterns. Still, it seems difficult to disentangle effects independent from general eating disorder psychopathology. Therefore, this study aimed to test a comprehensive model under control of eating disorder severity, in order to find independent predictors of food addiction. METHODS 315 patients with eating disorder diagnoses on the binge-eating spectrum were assessed in personality, emotion regulation, negative urgency, eating disorder symptomatology, and food addiction by self-report. Hypothesis-driven structural equation modeling was conducted to test the comprehensive model. RESULTS The only independent predictor found for food addiction was negative urgency, while self-directedness and emotion regulation predicted negative urgency and were highly related to eating disorder symptomatology, but not to food addiction. CONCLUSIONS Altogether the model suggests that low self-directedness and difficulties in emotion regulation are related to higher eating disorder symptomatology in general. Those patients who, in addition to these traits, tend to act impulsively when in negative mood states, are at risk for developing addictive eating patterns. Urgency-based treatments are therefore recommended for this subgroup of patients.
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Affiliation(s)
- Ines Wolz
- Department of Psychiatry, University Hospital of Bellvitge-IDIBELL, Feixa Llarga s/n, 08907 Hospitalet del Llobregat, Barcelona, Spain; Ciber Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Barcelona, Spain
| | - Roser Granero
- Ciber Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Barcelona, Spain; Dep. Psicobiologia i Metodologia, Facultat de Psicologia, Universitat Autonoma de Barcelona, Carrer de Ca n'Altayó s/n, 08193 Bellaterra, Barcelona, Spain
| | - Fernando Fernández-Aranda
- Department of Psychiatry, University Hospital of Bellvitge-IDIBELL, Feixa Llarga s/n, 08907 Hospitalet del Llobregat, Barcelona, Spain; Ciber Fisiopatologia Obesidad y Nutrición (CIBERObn), Instituto Salud Carlos III, Barcelona, Spain.
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