1
|
Waltmann M, Herzog N, Reiter AMF, Villringer A, Horstmann A, Deserno L. Neurocomputational Mechanisms Underlying Differential Reinforcement Learning From Wins and Losses in Obesity With and Without Binge Eating. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2024:S2451-9022(24)00160-5. [PMID: 38909896 DOI: 10.1016/j.bpsc.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 05/24/2024] [Accepted: 06/09/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND Binge-eating disorder (BED) is thought of as a disorder of cognitive control, but evidence regarding its neurocognitive mechanisms is inconclusive. Key limitations of previous research include a lack of consistent separation between effects of BED and obesity and a disregard for self-report evidence suggesting that neurocognitive alterations may emerge primarily in loss- or harm-avoidance contexts. METHODS To address these gaps, in this longitudinal study we investigated behavioral flexibility and its underlying neurocomputational processes in reward-seeking and loss-avoidance contexts. Obese participants with BED, obese participants without BED, and healthy normal-weight participants (n = 96) performed a probabilistic reversal learning task during functional imaging, with different blocks focused on obtaining wins or avoiding losses. They were reinvited for a 6-month follow-up assessment. RESULTS Analyses informed by computational models of reinforcement learning showed that unlike obese participants with BED, obese participants without BED performed worse in the win than in the loss condition. Computationally, this was explained by differential learning sensitivities in the win versus loss conditions in the groups. In the brain, this was echoed in differential neural learning signals in the ventromedial prefrontal cortex per condition. The differences were subtle but scaled with BED symptoms, such that more severe BED symptoms were associated with increasing bias toward improved learning from wins versus losses. Across conditions, obese participants with BED switched more between choice options than healthy normal-weight participants. This was reflected in diminished representation of choice certainty in the ventromedial prefrontal cortex. CONCLUSIONS Our study highlights the importance of distinguishing between obesity with and without BED to identify unique neurocomputational alterations underlying different styles of maladaptive eating behavior.
Collapse
Affiliation(s)
- Maria Waltmann
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Centre of Mental Health, University of Würzburg, Würzburg, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
| | - Nadine Herzog
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Andrea M F Reiter
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Centre of Mental Health, University of Würzburg, Würzburg, Germany; CRC-940 Volition and Cognitive Control, Faculty of Psychology, Technical University of Dresden, Dresden, Germany; Department of Psychology, Julius-Maximilians-University of Würzburg, Würzburg, Germany
| | - Arno Villringer
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; MindBrainBody Institute, Berlin School of Mind and Brain, Charité-Universitätsmedizin Berlin and Humboldt, Universität zu Berlin, Berlin, Germany
| | - Annette Horstmann
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Lorenz Deserno
- Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, Centre of Mental Health, University of Würzburg, Würzburg, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Department of Psychiatry and Psychotherapy, Technical University of Dresden, Dresden, Germany
| |
Collapse
|
2
|
Gilmartin TL, Gurvich C, Dipnall JF, Sharp G. Dimensional personality pathology and disordered eating in young adults: measuring the DSM-5 alternative model using the PID-5. Front Psychol 2023; 14:1113142. [PMID: 37434891 PMCID: PMC10330766 DOI: 10.3389/fpsyg.2023.1113142] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 05/30/2023] [Indexed: 07/13/2023] Open
Abstract
Introduction The Personality Inventory for DSM-5 (PID-5) is a self-report measure of personality pathology designed to measure pathological personality traits outlined in the DSM-5 alternative model of personality disorders. Within the extensive literature exploring the relationship between personality and disordered eating, there are few that explore the relationship between the PID-5 and disordered eating behaviours in a non-clinical sample of males and females: restrictive eating, binge eating, purging, chewing and spitting, excessive exercising and muscle building. Methods An online survey assessed disordered eating, PID-5 traits and general psychopathology and was completed by 394 female and 167 male participants aged 16-30. Simultaneous equations path models were systematically generated for each disordered eating behaviour to identify how the PID-5 scales, body dissatisfaction and age predicted behaviour. Results The results indicated that each of the six disordered behaviours were associated with a unique pattern of maladaptive personality traits. The statistical models differed between males and females indicating possible differences in how dimensional personality pathology and disordered eating relate. Discussion It was concluded that understanding disordered eating behaviour in the context of personality pathology may assist formulating potentially risky behaviour.
Collapse
Affiliation(s)
- Tanya Louise Gilmartin
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Caroline Gurvich
- Monash Alfred Psychiatry Research Centre, Melbourne, VIC, Australia
| | - Joanna F. Dipnall
- School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
- Centre for Innovation in Mental and Physical Health and Clinical Treatment, Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Gemma Sharp
- Department of Neuroscience, Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| |
Collapse
|
3
|
Zheng A, Chen X, Li Q, Ling Y, Liu X, Li W, Liu Y, Chen H. Neural correlates of Type A personality: Type A personality mediates the association of resting-state brain activity and connectivity with eating disorder symptoms. J Affect Disord 2023; 333:331-341. [PMID: 37086800 DOI: 10.1016/j.jad.2023.04.063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/05/2023] [Accepted: 04/16/2023] [Indexed: 04/24/2023]
Abstract
BACKGROUND Type A personality (TAP) was characterized by impatience, competitiveness, aggressiveness, and hostility. Higher TAP was proved to be associated with more eating disorder symptoms (EDS). While little is known about the underlying neural substrates of TAP and how TAP is linked to EDS at the neural level. METHODS To investigate the neural basis of TAP, we adopted fractional amplitude of low-frequency fluctuations (fALFF) and resting-state functional connectivity (RSFC) via resting-state functional magnetic resonance imaging (rs-fMRI) (N = 1620). Mediation models were examined to explore the relationship between TAP, EDS, and brain activity. RESULTS TAP was associated with decreased fALFF in the left middle frontal gyrus (MFG) and increased fALFF in the left precentral gyrus (PreCG). Furthermore, TAP was positively correlated to RSFC between the left MFG and left inferior temporal gyrus (ITG) and between the left PreCG and right middle temporal gyrus (MTG). Mediation analysis showed TAP fully mediated the association of the left MFG activity, MFG-ITG connectivity, and PreCG-MTG connectivity with EDS. LIMITATIONS The cross-sectional design of this study precludes us from specifying the causal relationship in the associations we observed. CONCLUSIONS Our results suggested spontaneous activity in the left MFG and PreCG is associated with TAP, and even in general sample, people with higher TAP showed more EDS. The present study is the first to investigate the neurobiological underpinnings of TAP in a large sample and further offered new insights into the relation between TAP and EDS from a neural basis perspective.
Collapse
Affiliation(s)
- Anqi Zheng
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Ximei Chen
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Qingqing Li
- School of Psychology, Central China Normal University, China
| | - Ying Ling
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Xinyuan Liu
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Wei Li
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Yong Liu
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China
| | - Hong Chen
- Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China; Faculty of Psychology, Southwest University, Chongqing 400715, China; Research Center of Psychology and Social Development, Chongqing 400715, China.
| |
Collapse
|
4
|
He Z, Li M, Liu C, Ma X. Common Predictive Factors of Social Media Addiction and Eating Disorder Symptoms in Female College Students: State Anxiety and the Mediating Role of Cognitive Flexibility/Sustained Attention. Front Psychol 2022; 12:647126. [PMID: 35422727 PMCID: PMC9002102 DOI: 10.3389/fpsyg.2021.647126] [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: 01/04/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
This study aimed to investigate the common predictive factors between social media addiction (SMA) and eating disorder symptoms (EDS), in a group of Chinese female college students. A total of 216 students completed the behavioral assessments of cognitive flexibility and sustained attention, as well as the questionnaires on anxiety, social media dependence, and eating disorders. The results indicate that SMA is significantly correlated with EDS. Structural equation modeling was used to test the model in which state anxiety, cognitive flexibility, and sustained attention predicted social gain and EDS. Additionally, the results confirmed the mediating role of cognitive flexibility and sustained attention between state anxiety and SMA/EDS in the participants. The findings revealed that in the sample group, state anxiety was related to SMA and EDS through cognitive flexibility and sustained attention. These proposals reflect the significance of improving cognitive flexibility/sustained attention and reducing state anxiety to prevent EDS and SMA in female college students.
Collapse
Affiliation(s)
- Zhonghua He
- School of Journalism and New Media, Xi’an Jiaotong University, Xi’an, China
| | | | | | | |
Collapse
|
5
|
Conceição EM, Moreira CS, de Lourdes M, Ramalho S, Vaz AR. Exploring Correlates of Loss of Control Eating in a Nonclinical Sample. Front Psychol 2022; 12:787558. [PMID: 35222152 PMCID: PMC8874330 DOI: 10.3389/fpsyg.2021.787558] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 12/16/2021] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Loss of control (LOC) eating has been directly related to the core aspects of the psychopathology of eating disorders and to different dimensions of emotion and behavior regulation and self-criticism. This study investigates a model representing the interplay between these dimensions to understand LOC eating among a nonclinical sample. METHODS A total of 341 participants, recruited in a college campus (mean age 23.21, SD = 6.02), completed a set of self-report measures assessing LOC eating, weight suppression, psychopathology of eating disorders, depression, negative urgency, emotion regulation difficulties, and self-criticism. Path analysis modeling tested a hypothesized model with 3 paths for LOC eating as follows: (1) psychopathology of eating disorders; (2) emotion and behavior regulation; and (3) interplay between these paths. RESULTS We found goodness-of-fit indexes to our data: χ2 = 17.11, df = 10, Comparative Fit Index (CFI) = 0.99, Tucker-Lewis index (TLI) = 0.98, Root Mean Square Error Approximation (RMSEA) = 0.045, Standardized Root Mean Square Residual (SRMR) = 0.041, suggesting that: (1) participants with higher weight suppression showed higher degrees of the psychopathology of eating disorders, which was linked to higher levels of LOC eating; (2) self-criticism was a mediator between emotion regulation and depression/negative urgency; (3) self-criticism was a mediator between emotion regulation and disorder eating, which was significantly associated with LOC eating via increased negative urgency. CONCLUSION Our model shows that LOC eating occurs for individuals with the psychopathology of higher eating disorders who experience depressive symptoms and act rashly under distress for their inability to cope adequately with negative feelings of self-devaluation. These findings point to the importance of negative self-evaluations and feelings of inadequacy or worthlessness to understand LOC eating among college students.
Collapse
Affiliation(s)
- Eva M. Conceição
- Psychotherapy and Psychopathology Research Unit – Psychology Research Centre, School of Psychology, University of Minho, Braga, Portugal
| | - Célia S. Moreira
- Department of Mathematics and Center of Mathematics (FCUP-CMUP), University of Porto, Porto, Portugal
| | - Marta de Lourdes
- Psychotherapy and Psychopathology Research Unit – Psychology Research Centre, School of Psychology, University of Minho, Braga, Portugal
| | - Sofia Ramalho
- Psychotherapy and Psychopathology Research Unit – Psychology Research Centre, School of Psychology, University of Minho, Braga, Portugal
| | - Ana Rita Vaz
- Psychotherapy and Psychopathology Research Unit – Psychology Research Centre, School of Psychology, University of Minho, Braga, Portugal
| |
Collapse
|
6
|
Willie C, Gill PR, Teese R, Stavropoulos V, Jago A. Emotion-driven problem behaviour: The predictive utility of positive and negative urgency. Brain Neurosci Adv 2022; 6:23982128221079573. [PMID: 35237728 PMCID: PMC8883363 DOI: 10.1177/23982128221079573] [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: 08/31/2021] [Accepted: 01/22/2022] [Indexed: 11/24/2022] Open
Abstract
Impulsive urgency describes the tendency to act rashly when experiencing extreme emotions. This Australian study aimed to investigate the predictive utility of impulsivity, including impulsive urgency (positive and negative), across a range of problem behaviours. Data from two community samples, one retrospective (n = 281) and one current (n = 604), were analysed using hierarchical regression to determine which facets of impulsivity, as assessed with a comprehensive scale (i.e. negative urgency, positive urgency, lack or premeditation, lack of perseverance, and sensation seeking), best predicted a series of problem behaviours (i.e. problem gambling, disorderly alcohol use, online gambling disorder, obsessive-compulsive disorder behaviours, and social media addiction). The impulsive urgency facets were shown to be significant predictors across the behaviours examined. More specifically, negative urgency was the strongest predictor of disorderly alcohol use, obsessive-compulsive disorder behaviours, and social media addiction. Positive urgency was associated with problem gambling and online gambling disorder behaviours. These findings suggest that impulsive urgency is a key contributing factor in many behavioural problems and that the valence of the urgency is an important consideration when addressing a broad range of psychopathologies.
Collapse
Affiliation(s)
- Christopher Willie
- Institute for Health and Sport, Victoria University Australia, Melbourne, VIC, Australia
| | - Peter Richard Gill
- Institute for Health and Sport, Victoria University Australia, Melbourne, VIC, Australia
| | - Robert Teese
- School of Health Sciences, Federation University Australia, Mt Helen, VIC, Australia
| | - Vasileios Stavropoulos
- Institute for Health and Sport, Victoria University Australia, Melbourne, VIC, Australia
| | - Andrew Jago
- Institute for Health and Sport, Victoria University Australia, Melbourne, VIC, Australia
| |
Collapse
|