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Donahue ML, Willis-Moore ME, Petersen JM, Odum AL, Levin ME, Hannah JN, Lensegrav-Benson T, Quakenbush B, Twohig MP. An exploratory examination of delay discounting in women and girls diagnosed with an eating disorder. Eat Disord 2024:1-13. [PMID: 39016710 DOI: 10.1080/10640266.2024.2379125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
Those with eating disorders (EDs) characterized by purging behaviors tend to show more impulsivity than those diagnosed with restrictive eating, who tend to show more compulsivity. Impulsive choice (i.e. a type of impulsivity) is a common factor among eating disorders that is less understood. Delay discounting is a measure of choice impulsivity, examining the decrease in value of delayed outcomes. In this exploratory study, we examined associations between eating disorder type, age and delay discounting among patients at a residential ED treatment center (N = 178). Our findings showed that those diagnosed with bulimia nervosa had higher delay discounting (i.e. more impulsivity) at intake compared to anorexia nervosa, binge eating disorder, and other eating types but there were no significant differences. Those diagnosed with bulimia nervosa, as well as those with ARFID and unspecified ED showed a preference for delayed rewards at discharge, but there were no significant differences among ED types. Moderation analyses showed that age, ED type, nor the interaction did not significantly predict delay discounting at intake or discharge. To conclude, those with bulimia nervosa demonstrate less impulsive choice at discharge from a residential ED treatment center. However, additional research is needed given the variability of sample sizes in this study.
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Affiliation(s)
| | | | - Julie M Petersen
- Department of Psychology, Utah State University, Logan, Utah, USA
| | - Amy L Odum
- Department of Psychology, Utah State University, Logan, Utah, USA
| | - Michael E Levin
- Department of Psychology, Utah State University, Logan, Utah, USA
| | | | | | | | - Michael P Twohig
- Department of Psychology, Utah State University, Logan, Utah, USA
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2
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Conn K, Huang K, Gorrell S, Foldi CJ. A transdiagnostic and translational framework for delineating the neuronal mechanisms of compulsive exercise in anorexia nervosa. Int J Eat Disord 2024; 57:1406-1417. [PMID: 38174745 PMCID: PMC11222308 DOI: 10.1002/eat.24130] [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: 10/30/2023] [Revised: 12/21/2023] [Accepted: 12/21/2023] [Indexed: 01/05/2024]
Abstract
OBJECTIVE The development of novel treatments for anorexia nervosa (AN) requires a detailed understanding of the biological underpinnings of specific, commonly occurring symptoms, including compulsive exercise. There is considerable bio-behavioral overlap between AN and obsessive-compulsive disorder (OCD), therefore it is plausible that similar mechanisms underlie compulsive behavior in both populations. While the association between these conditions is widely acknowledged, defining the shared mechanisms for compulsive behavior in AN and OCD requires a novel approach. METHODS We present an argument that a better understanding of the neurobiological mechanisms that underpin compulsive exercise in AN can be achieved in two critical ways. First, by applying a framework of the neuronal control of OCD to exercise behavior in AN, and second, by taking better advantage of the activity-based anorexia (ABA) rodent model to directly test this framework in the context of feeding pathology. RESULTS A cross-disciplinary approach that spans preclinical, neuroimaging, and clinical research as well as compulsive neurocircuitry and behavior can advance our understanding of when, why, and how compulsive exercise develops in the context of AN and provide targets for novel treatment strategies. DISCUSSION In this article, we (i) link the expression of compulsive behavior in AN and OCD via a transition between goal-directed and habitual behavior, (ii) present disrupted cortico-striatal circuitry as a key substrate for the development of compulsive behavior in both conditions, and (iii) highlight the utility of the ABA rodent model to better understand the mechanisms of compulsive behavior relevant to AN. PUBLIC SIGNIFICANCE Individuals with AN who exercise compulsively are at risk of worse health outcomes and have poorer responses to standard treatments. However, when, why, and how compulsive exercise develops in AN remains inadequately understood. Identifying whether the neural circuitry underlying compulsive behavior in OCD also controls hyperactivity in the activity-based anorexia model will aid in the development of novel eating disorder treatment strategies for this high-risk population.
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Affiliation(s)
- K Conn
- Monash University, Department of Physiology, 26 Innovation Walk, 3800, Clayton, Australia
- Monash Biomedicine Discovery Institute, 23 Innovation Walk, 3800, Clayton, Australia
| | - K Huang
- Monash University, Department of Physiology, 26 Innovation Walk, 3800, Clayton, Australia
- Monash Biomedicine Discovery Institute, 23 Innovation Walk, 3800, Clayton, Australia
| | - S Gorrell
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, 675 18th street, San Francisco, CA 94143, USA
| | - CJ Foldi
- Monash University, Department of Physiology, 26 Innovation Walk, 3800, Clayton, Australia
- Monash Biomedicine Discovery Institute, 23 Innovation Walk, 3800, Clayton, Australia
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3
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de Water E, Demurie E, Mies GW, Scheres A. Temporal discounting in children and adolescents with and without attention-deficit/hyperactivity disorder: a comparison of four scoring methods. Child Neuropsychol 2024; 30:702-721. [PMID: 37860876 DOI: 10.1080/09297049.2023.2268768] [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: 03/31/2023] [Accepted: 10/04/2023] [Indexed: 10/21/2023]
Abstract
Temporal discounting (TD) tasks measure the preference for immediate rewards over larger delayed rewards and have been widely used to study impulsivity in children and adolescents with Attention-Deficit/Hyperactivity Disorder (ADHD). Relatively impulsive individuals tend to show high inconsistency in their choices, which makes it difficult to determine commonly used TD outcome measures (e.g., area under the curve, AUC). In this study, we leveraged two published datasets to compare four methods to compute TD outcome measures in children and adolescents (8-17 years) with (n = 107) and without ADHD (n = 128): two predetermined rules methods, a proportion method, and logistic regression. In both datasets, when using the two predetermined rules methods and the proportion method, TD outcomes were highly correlated and group differences in TD were similar. When using logistic regression, a large proportion of AUCs (95% in dataset 1; 33% in dataset 2) could not be computed due to inconsistent choice patterns. These findings indicate that predetermined rules methods (for studies with small sample sizes and experienced raters) and a proportion method (for studies with larger sample sizes or less experienced raters) are recommended over logistic regression when determining subjective reward values for participants with inconsistent choice patterns.
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Affiliation(s)
| | - Ellen Demurie
- Research in Developmental Disorders Lab, Ghent University, Ghent, Belgium
| | - Gabry W Mies
- Karakter Child and Adolescent Psychiatry, Nijmegen, The Netherlands
| | - Anouk Scheres
- Radboud University Nijmegen, Nijmegen, The Netherlands
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4
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Berchio C, Kumar SS, Micali N. EEG Spatial-temporal Dynamics of Resting-state Activity in Young Women with Anorexia Nervosa: Preliminary Evidence. Brain Topogr 2024; 37:447-460. [PMID: 37615798 DOI: 10.1007/s10548-023-01001-7] [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: 05/12/2023] [Accepted: 08/14/2023] [Indexed: 08/25/2023]
Abstract
The aim of this study was to provide preliminary evidence on temporal dynamics of resting-state brain networks in youth with anorexia nervosa (AN) using electroencephalography (EEG). Resting-state EEG data were collected in 18 young women with AN and 18 healthy controls (HC). Between-group differences in brain networks were assessed using microstates analyses. Five microstates were identified across all subjects (A, B, C, D, E). Using a single set of maps representative of the whole dataset, group differences were identified for microstates A, C, and E. A common-for-all template revealed a relatively high degree of consistency in results for reduced time coverage of microstate C, but also an increased presence of microstate class E. AN and HC had different microstate transition probabilities, largely involving microstate A. Using LORETA, for microstate D, we found that those with AN had augmented activations in the left frontal inferior operculum, left insula, and bilateral paracentral lobule, compared with HC. For microstate E, AN had augmented activations in the para-hippocampal gyrus, caudate, pallidum, cerebellum, and cerebellar vermis. Our findings suggest altered microstates in young women with AN associated with integration of sensory and bodily signals, monitoring of internal/external mental states, and self-referential processes. Future research should examine how EEG-derived microstates could be applied to develop diagnostic and prognostic models of AN.
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Affiliation(s)
- Cristina Berchio
- Group of Psychiatric Neuroscience, Department of Translational Biomedicine and Neuroscience, University of Bari Aldo Moro, Piazza Giulio Cesare, 11, 70121, Bari, Italy.
| | - Samika S Kumar
- Department of Psychology, University of Cambridge, Cambridge, UK
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD, USA
| | - Nadia Micali
- Great Ormond Street Institute of Child Health, University College London, London, UK
- Mental Health Services in the Capital Region of Denmark, Eating Disorders Research Unit, Psychiatric Centre Ballerup, Ballerup, Denmark
- Institute of biological Psychiatry, Psykiatrisk Center Sct. Hans, Region Hovedstaden, Denmark
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5
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Schuman I, Wang J, Ballard IC, Lapate RC. Waiting for it: Anorexia Risk, Future Orientation, and Intertemporal Discounting. RESEARCH SQUARE 2024:rs.3.rs-4002723. [PMID: 38585785 PMCID: PMC10996782 DOI: 10.21203/rs.3.rs-4002723/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Anorexia Nervosa is a severe eating disorder characterized by food restriction in service of a future goal: thinness and weight loss. Prior work suggests abnormal intertemporal decision-making in anorexia, with more farsighted decisions observed in patients with acute anorexia. Prospective future thinking in daily life, or temporal orientation, promotes more farsighted delay discounting. However, whether temporal orientation is altered in anorexia, and underlies reduced delay discounting in this population, remains unclear. Further, because changes in delay discounting could reflect cognitive effects of an acute clinical state, it is important to determine whether reduced delay discounting is observed in subclinical, at-risk samples. We measured delay discounting behavior and temporal orientation in a large sample of never-diagnosed individuals at risk of anorexia nervosa. We found that farsighted delay discounting was associated with elevated risk for anorexia nervosa. Anorexia nervosa risk was also associated with increased future-oriented cognition. Future-oriented cognition mediated the difference in delay-discounting behavior between high and low-risk groups. These results were unrelated to subjective time perception and were independent of mood and anxiety symptomatology. These findings establish future-oriented cognition as a cognitive mechanism underlying altered intertemporal decision-making in individuals at risk of developing anorexia nervosa.
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Affiliation(s)
- Isabel Schuman
- Department of Psychological & Brain Sciences, University of California, Santa Barbara
| | - Jingyi Wang
- Department of Psychological & Brain Sciences, University of California, Santa Barbara
| | - Ian C Ballard
- Department of Psychology, University of California, Riverside
| | - Regina C Lapate
- Department of Psychological & Brain Sciences, University of California, Santa Barbara
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6
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Walle R, Petitbon A, Fois GR, Varin C, Montalban E, Hardt L, Contini A, Angelo MF, Potier M, Ortole R, Oummadi A, De Smedt-Peyrusse V, Adan RA, Giros B, Chaouloff F, Ferreira G, de Kerchove d'Exaerde A, Ducrocq F, Georges F, Trifilieff P. Nucleus accumbens D1- and D2-expressing neurons control the balance between feeding and activity-mediated energy expenditure. Nat Commun 2024; 15:2543. [PMID: 38514654 PMCID: PMC10958053 DOI: 10.1038/s41467-024-46874-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024] Open
Abstract
Accumulating evidence points to dysregulations of the Nucleus Accumbens (NAc) in eating disorders (ED), however its precise contribution to ED symptomatic dimensions remains unclear. Using chemogenetic manipulations in male mice, we found that activity of dopamine D1 receptor-expressing neurons of the NAc core subregion facilitated effort for a food reward as well as voluntary exercise, but decreased food intake, while D2-expressing neurons have opposite effects. These effects are congruent with D2-neurons being more active than D1-neurons during feeding while it is the opposite during running. Chronic manipulations of each subpopulations had limited effects on energy balance. However, repeated activation of D1-neurons combined with inhibition of D2-neurons biased behavior toward activity-related energy expenditure, whilst the opposite manipulations favored energy intake. Strikingly, concomitant activation of D1-neurons and inhibition of D2-neurons precipitated weight loss in anorexia models. These results suggest that dysregulations of NAc dopaminoceptive neurons might be at the core of EDs.
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Affiliation(s)
- Roman Walle
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France.
| | - Anna Petitbon
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | - Giulia R Fois
- Univ. Bordeaux, CNRS, IMN, UMR5293 F-33000, Bordeaux, France
| | - Christophe Varin
- Laboratory of Neurophysiology, ULB Neuroscience Institute, WELBIO, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Enrica Montalban
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | - Lola Hardt
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | - Andrea Contini
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | | | - Mylène Potier
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
- Bordeaux Sciences Agro, F-, 33175, Gradignan, France
| | - Rodrigue Ortole
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | - Asma Oummadi
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | | | - Roger A Adan
- Department of Translational Neuroscience, UMC Utrecht Brain Center, University Medical Center Utrecht, Universiteitsweg 100, 3584CG, Utrecht, Netherlands
- Altrecht Eating Disorders Rintveld, Zeist, the Netherlands
| | - Bruno Giros
- Department of Psychiatry, Douglas Hospital, McGill University, Montreal, QC, Canada
- Université de Paris Cité, INCC UMR 8002, CNRS; F-75006, Paris, France
| | - Francis Chaouloff
- Endocannabinoids and NeuroAdaptation, NeuroCentre INSERM U1215, 33077, Bordeaux, France
- Université de Bordeaux, 33077, Bordeaux, France
| | - Guillaume Ferreira
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | - Alban de Kerchove d'Exaerde
- Laboratory of Neurophysiology, ULB Neuroscience Institute, WELBIO, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Fabien Ducrocq
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France
| | | | - Pierre Trifilieff
- Université de Bordeaux, INRAE, Bordeaux INP, NutriNeuro, 33000, Bordeaux, France.
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7
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Stern CM, McPherson I, Dreier MJ, Coniglio K, Palmer LP, Gydus J, Graver H, Germine LT, Tabri N, Wang SB, Breithaupt L, Eddy KT, Thomas JJ, Plessow F, Becker KR. Avoidant/restrictive food intake disorder differs from anorexia nervosa in delay discounting. J Eat Disord 2024; 12:19. [PMID: 38287459 PMCID: PMC10823699 DOI: 10.1186/s40337-023-00958-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 12/18/2023] [Indexed: 01/31/2024] Open
Abstract
BACKGROUND Avoidant/restrictive food intake disorder (ARFID) and anorexia nervosa (AN) are the two primary restrictive eating disorders; however, they are driven by differing motives for inadequate dietary intake. Despite overlap in restrictive eating behaviors and subsequent malnutrition, it remains unknown if ARFID and AN also share commonalities in their cognitive profiles, with cognitive alterations being a key identifier of AN. Discounting the present value of future outcomes with increasing delay to their expected receipt represents a core cognitive process guiding human decision-making. A hallmark cognitive characteristic of individuals with AN (vs. healthy controls [HC]) is reduced discounting of future outcomes, resulting in reduced impulsivity and higher likelihood of favoring delayed gratification. Whether individuals with ARFID display a similar reduction in delay discounting as those with AN (vs. an opposing bias towards increased delay discounting or no bias) is important in informing transdiagnostic versus disorder-specific cognitive characteristics and optimizing future intervention strategies. METHOD To address this research question, 104 participants (ARFID: n = 57, AN: n = 28, HC: n = 19) completed a computerized Delay Discounting Task. Groups were compared by their delay discounting parameter (ln)k. RESULTS Individuals with ARFID displayed a larger delay discounting parameter than those with AN, indicating steeper delay discounting (M ± SD = -6.10 ± 2.00 vs. -7.26 ± 1.73, p = 0.026 [age-adjusted], Hedges' g = 0.59), with no difference from HC (p = 0.514, Hedges' g = -0.35). CONCLUSION Our findings provide a first indication of distinct cognitive profiles among the two primary restrictive eating disorders. The present results, together with future research spanning additional cognitive domains and including larger and more diverse samples of individuals with ARFID (vs. AN), will contribute to identifying maintenance mechanisms that are unique to each disorder as well as contribute to the optimization and tailoring of treatment strategies across the spectrum of restrictive eating disorders.
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Affiliation(s)
- Casey M Stern
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
| | - Iman McPherson
- Neuroendocrine Unit, Massachusetts General Hospital, Boston, USA
| | - Melissa J Dreier
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
- Department of Psychology, Rutgers University, New Brunswick, USA
| | - Kathryn Coniglio
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
- Department of Psychology, Rutgers University, New Brunswick, USA
| | - Lilian P Palmer
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
| | - Julia Gydus
- Neuroendocrine Unit, Massachusetts General Hospital, Boston, USA
| | - Haley Graver
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
| | - Laura T Germine
- Institute for Technology in Psychiatry, McLean Hospital, Belmont, USA
- Department of Psychiatry, Harvard Medical School, Cambridge, USA
| | - Nassim Tabri
- Department of Psychology, Carleton University, Ottawa, Canada
- Mental Health and Well-Being Research and Training Hub, Carleton University, Ottawa, Canada
| | - Shirley B Wang
- Department of Psychology, Harvard University, Cambridge, USA
| | - Lauren Breithaupt
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
- Department of Psychiatry, Harvard Medical School, Cambridge, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, USA
| | - Kamryn T Eddy
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
- Department of Psychiatry, Harvard Medical School, Cambridge, USA
| | - Jennifer J Thomas
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA
- Department of Psychiatry, Harvard Medical School, Cambridge, USA
| | - Franziska Plessow
- Neuroendocrine Unit, Massachusetts General Hospital, Boston, USA
- Department of Medicine, Harvard Medical School, Cambridge, USA
| | - Kendra R Becker
- Eating Disorders Clinical and Research Program, Massachusetts General Hospital, 2 Longfellow Place, Suite 200, Boston, MA, 02114, USA.
- Department of Psychiatry, Harvard Medical School, Cambridge, USA.
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8
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Moro AS, Saccenti D, Seccia A, Ferro M, Malgaroli A, Lamanna J. Poke And Delayed Drink Intertemporal Choice Task (POKE-ADDICT): An open-source behavioral apparatus for intertemporal choice testing in rodents. Animal Model Exp Med 2023; 6:619-626. [PMID: 38082507 PMCID: PMC10757207 DOI: 10.1002/ame2.12366] [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: 09/21/2023] [Accepted: 11/17/2023] [Indexed: 12/31/2023] Open
Abstract
Advancements in neuroscience research present opportunities and challenges, requiring substantial resources and funding. To address this, we describe here "Poke And Delayed Drink Intertemporal Choice Task (POKE-ADDICT)", an open-source, versatile, and cost-effective apparatus for intertemporal choice testing in rodents. This allows quantification of delay discounting (DD), a cross-species phenomenon observed in decision making which provides valuable insights into higher-order cognitive functioning. In DD, the subjective value of a delayed reward is reduced as a function of the delay for its receipt. Using our apparatus, we implemented an effective intertemporal choice paradigm for the quantification of DD based on an adjusting delayed amount (ADA) algorithm using mango juice as a reward. Our paradigm requires limited training, a few 3D-printed parts and inexpensive electrical components, including a Raspberry Pi control unit. Furthermore, it is compatible with several in vivo procedures and the use of nose pokes instead of levers allows for faster task learning. Besides the main application described here, the apparatus can be further extended to implement other behavioral tests and protocols, including standard operant conditioning. In conclusion, we describe a versatile and cost-effective design based on Raspberry Pi that can support research in animal behavior, decision making and, more specifically, delay discounting.
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Affiliation(s)
- Andrea Stefano Moro
- Department of PsychologySigmund Freud UniversityMilanItaly
- Center for Behavioral Neuroscience and Communication (BNC)Vita‐Salute San Raffaele UniversityMilanItaly
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy ClinicsMilanItaly
| | - Daniele Saccenti
- Department of PsychologySigmund Freud UniversityMilanItaly
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy ClinicsMilanItaly
| | - Alessia Seccia
- Center for Behavioral Neuroscience and Communication (BNC)Vita‐Salute San Raffaele UniversityMilanItaly
| | - Mattia Ferro
- Department of PsychologySigmund Freud UniversityMilanItaly
- Center for Behavioral Neuroscience and Communication (BNC)Vita‐Salute San Raffaele UniversityMilanItaly
- Transcranial Magnetic Stimulation Unit, Italian Psychotherapy ClinicsMilanItaly
| | - Antonio Malgaroli
- Center for Behavioral Neuroscience and Communication (BNC)Vita‐Salute San Raffaele UniversityMilanItaly
- Faculty of PsychologyVita‐Salute San Raffaele UniversityMilanItaly
- San Raffaele Turro, IRCCS Ospedale San RaffaeleMilanItaly
| | - Jacopo Lamanna
- Center for Behavioral Neuroscience and Communication (BNC)Vita‐Salute San Raffaele UniversityMilanItaly
- Faculty of PsychologyVita‐Salute San Raffaele UniversityMilanItaly
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9
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Tezenas du Montcel C, Duriez P, Cao J, Lebrun N, Ramoz N, Viltart O, Gorwood P, Tolle V. The role of dysregulated ghrelin/LEAP-2 balance in anorexia nervosa. iScience 2023; 26:107996. [PMID: 37867951 PMCID: PMC10587521 DOI: 10.1016/j.isci.2023.107996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 08/24/2023] [Accepted: 09/18/2023] [Indexed: 10/24/2023] Open
Abstract
LEAP-2 is a ghrelin antagonist with an anorexigenic drive. This study investigates the evolution of plasma ghrelin and LEAP-2 concentrations in 29 patients with anorexia nervosa (AN) before and after refeeding and compares it to physiological adaptations during fasting in healthy controls or to mouse model of chronic food restriction and refeeding. Acute and chronic food restriction decrease LEAP-2 and increase ghrelin concentrations in both humans and mice, while patients with AN displayed higher ghrelin and LEAP-2 concentrations before than after refeeding (p = 0.043). After 6 months follow-up, patients with unstable weight gain (n = 17) had significantly decreased LEAP-2 concentrations after refeeding (p = 0.044), in contrast to patients with stable weight gain (n = 12). We provide evidence that the ghrelin/LEAP-2 system is not regulated according to the nutritional status in AN, in contrast to what is physiologically expected when coping with food restriction.
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Affiliation(s)
- Chloé Tezenas du Montcel
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
- Clinique des Maladies Mentales et de l’Encéphale, GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, 75014 Paris, France
| | - Philibert Duriez
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
- Clinique des Maladies Mentales et de l’Encéphale, GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, 75014 Paris, France
| | - Jingxian Cao
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
| | - Nicolas Lebrun
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
| | - Nicolas Ramoz
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
| | - Odile Viltart
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
- Université de Lille, SCALab - Sciences Cognitives et Sciences Affectives, UMR CNRS 9193, PsySEF département, 59653 Lille, France
| | - Philip Gorwood
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
- Clinique des Maladies Mentales et de l’Encéphale, GHU Paris Psychiatrie et Neurosciences, Hôpital Sainte-Anne, 75014 Paris, France
| | - Virginie Tolle
- Université Paris Cité, UMR-S 1266 INSERM, Institut de Psychiatrie et Neuroscience de Paris (IPNP), 75014 Paris, France
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10
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Lakritz C, Iceta S, Duriez P, Makdassi M, Masetti V, Davidenko O, Lafraire J. Measuring implicit associations between food and body stimuli in anorexia nervosa: a Go/No-Go Association Task. Eat Weight Disord 2023; 28:93. [PMID: 37917374 PMCID: PMC10622378 DOI: 10.1007/s40519-023-01621-9] [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: 05/12/2023] [Accepted: 10/18/2023] [Indexed: 11/04/2023] Open
Abstract
PURPOSE The present study aimed to explore the implicit associations between food and bodily stimuli in patients with anorexia nervosa (AN) and control subjects (HC). METHODS A Go/No-Go Association Task was administrated to 55 participants (28 AN and 27 HC), using food stimuli (low-calorie food vs. high-calorie food) and body stimuli (underweight vs. overweight bodies). RESULTS We evidenced an implicit association between food and body stimuli in the AN group, whereas the HC group only showed a tendency. AN and HC groups also exhibited different categorization strategies: the AN group tended to categorize stimuli as low-calorie foods and underweight bodies less than the HC group, and they tended to categorize stimuli as high-calorie foods and overweight bodies more than the HC group. CONCLUSION The present study revealed for the first time specificities of the AN population's implicit association between food and body stimuli in terms of association strength and categorization strategy. Furthermore, the results suggest that combining implicit methodologies with other methods could contribute to a better characterization of the physiopathology of AN. LEVEL OF EVIDENCE Level I, experimental study.
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Affiliation(s)
- Clara Lakritz
- Centre de Recherche de l'Institut Paul Bocuse, Ecully, France
- Université Paris-Saclay, AgroParisTech, INRAE, UMR PNCA, 91120, Palaiseau, France
| | - Sylvain Iceta
- Département de Psychiatrie et de Neurosciences, Université Laval, Québec, QC, Canada
- Centre de Recherche de l'Institut Universitaire de Cardiologie et de Pneumologie de Québec-Université Laval, Québec City, QC, Canada
| | - Philibert Duriez
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, 75014, Paris, France
- GHU-Paris Psychiatrie et Neurosciences, Hôpital Sainte Anne, 75014, Paris, France
| | - Maxime Makdassi
- GHU-Paris Psychiatrie et Neurosciences, Hôpital Sainte Anne, 75014, Paris, France
| | | | - Olga Davidenko
- Université Paris-Saclay, AgroParisTech, INRAE, UMR PNCA, 91120, Palaiseau, France
| | - Jérémie Lafraire
- Centre de Recherche de l'Institut Paul Bocuse, Ecully, France.
- Laboratoire CHArt, Cognitions Humaine et ARTificielle,, EPHE - PSL, École Pratique des Hautes Études - Paris Sciences Lettres, Campus Condorcet, Aubervilliers, France.
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11
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Bernardoni F, King JA, Hellerhoff I, Schoemann M, Seidel M, Geisler D, Boehm I, Pauligk S, Doose A, Steding J, Gramatke K, Roessner V, Scherbaum S, Ehrlich S. Mouse-cursor trajectories reveal reduced contextual influence on decision conflict during delay discounting in anorexia nervosa. Int J Eat Disord 2023; 56:1898-1908. [PMID: 37415568 DOI: 10.1002/eat.24019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 06/05/2023] [Accepted: 06/26/2023] [Indexed: 07/08/2023]
Abstract
OBJECTIVE The capacity of individuals with anorexia nervosa (AN) to forgo immediate food rewards in their long-term pursuit of thinness is thought to reflect elevated self-control and/or abnormal reward sensitivity. Prior research attempted to capture an increased tendency to delay gratification in AN using delay-discounting tasks that assess how rapidly the subjective value of rewards decreases as a function of time until receipt. However, significant effects were mostly subtle or absent. Here, we tested whether the process leading to such decisions might be altered in AN. METHOD We recorded mouse-cursor movement trajectories leading to the final choice in a computerized delay-discounting task (238 trials) in 55 acutely underweight females with AN and pairwise age-matched female healthy controls (HC). We tested for group differences in deviations from a direct choice path, a measure of conflict strength in decision making, and whether group moderated the effect of several predictors of conflict strength (e.g., choice difficulty, consistency). We also explored reaction times and changes in trajectory directions (X-flips). RESULTS No group differences in delay-discounting parameters or movement trajectories were detected. However, the effect of the aforementioned predictors on deviations (and to a lesser extent reaction times) was reduced in AN. DISCUSSION These findings suggest that while delay discounting and conflict strength in decision making are generally unaltered in AN, conflict strength was more stable across different decisions in the disorder. This might enable individuals with AN to pursue (maladaptive) long-term body-weight goals, because particularly conflicting choices may not be experienced as such. PUBLIC SIGNIFICANCE The deviations from a direct path of mouse-cursor movements during a computerized delay-discounting task varied less in people with anorexia nervosa. Assuming such deviations measure decision conflict, we speculate that this increased stability might help people with anorexia nervosa achieve their long-term weight goals, as for them the struggle with the decision to eat high-calorie meals when hungry will be milder, so they would be more likely to skip them.
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Affiliation(s)
- Fabio Bernardoni
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Joseph A King
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Inger Hellerhoff
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Martin Schoemann
- Department of Psychology, Faculty of Natural sciences, TU Dresden, Dresden, Germany
| | - Maria Seidel
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Daniel Geisler
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Ilka Boehm
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Sophie Pauligk
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Arne Doose
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Julius Steding
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Katrin Gramatke
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry, Faculty of Medicine, University Hospital C. G. Carus, Technische Universität Dresden, Dresden, Germany
| | - Stefan Scherbaum
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Stefan Ehrlich
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU Dresden, Dresden, Germany
- Eating Disorder Treatment and Research Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
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12
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Shinden Y, Kamimura K, Hayashi N, Nomoto Y, Nagata A, Eguchi Y, Yano H, Saho H, Nakajo A, Minami K, Hirashima T, Sasaki K, Yoshinaka H, Owaki T, Tanimoto A, Nakamura M, Otsuka T. Relationship between Delayed Breast Cancer Diagnosis and Behavioral Economic Factors and Personality Characteristics. Asian Pac J Cancer Prev 2023; 24:3437-3440. [PMID: 37898848 PMCID: PMC10770666 DOI: 10.31557/apjcp.2023.24.10.3437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Indexed: 10/30/2023] Open
Abstract
BACKGROUND Delays in breast cancer diagnosis can allow the disease to progress to an incurable stage. However, factors that cause patients to delay seeking treatment are unclear. In this study, we aimed to identify behavioral economic factors and personality characteristics of patients with breast cancer who had a delayed diagnosis. METHODS We analyzed questionnaires completed by 41 patients with breast cancer. A delayed diagnosis was defined if the time between the first symptom and the medical visit was more than 6 months. RESULTS We found 11 patients who had a delayed diagnosis. The significant characteristics associated with patients with breast cancer who had delayed diagnosis were: (i) less experience with breast cancer screening; (ii) progressive disease stage; and (iii) low time and future time preference. We found no significant behavioral economic factors other than time preference, and personality that differed between patients with breast cancer who did and did not have a delayed diagnosis. CONCLUSION Low time preference rate is a characteristic of patients with breast cancer who had a delayed diagnosis.
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Affiliation(s)
- Yoshiaki Shinden
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Kayo Kamimura
- Department of Psychiatry, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima-City, Japan
| | - Naoki Hayashi
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
- Department of Breast Surgery, Kagoshima City Hospital, 37-1, Kamiarata, Kagoshima-City, Japan
| | - Yuki Nomoto
- Department of Breast Surgery, Kagoshima City Hospital, 37-1, Kamiarata, Kagoshima-City, Japan
| | - Ayako Nagata
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Yuka Eguchi
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Hanako Yano
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Hazuki Saho
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Akihiro Nakajo
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Koji Minami
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Tadahiro Hirashima
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Ken Sasaki
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
| | - Heiji Yoshinaka
- Department of Breast Surgery, Kagoshima City Hospital, 37-1, Kamiarata, Kagoshima-City, Japan
| | - Tetsuhiro Owaki
- Department of Community-based Medicine Education Center for Doctors in Remote Island and Rural Areas, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima-City, Japan
| | - Akihide Tanimoto
- Department of Pathology, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima-City, Japan
- Center for the Research of Advanced Diagnosis and Therapy of Cancer, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1 Sakuragaoka, Kagoshima 890-8544, Japan
| | - Masayuki Nakamura
- Department of Psychiatry, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima-City, Japan
| | - Takao Otsuka
- Department of Digestive Surgery, Breast and Thyroid Surgery, Kagoshima University Graduate School of Medical and Dental Sciences, 8-35-1, Sakuragaoka, Kagoshima- City, Japan
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13
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Schaefer LM, Forester G, Dvorak RD, Steinglass J, Wonderlich SA. Integrating aspects of affect, reward, and cognition to develop more comprehensive models of binge-eating pathology. Int J Eat Disord 2023; 56:1502-1510. [PMID: 37084184 PMCID: PMC10681362 DOI: 10.1002/eat.23971] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/28/2023] [Accepted: 04/13/2023] [Indexed: 04/22/2023]
Abstract
Reward-related processes are an increasing focus of eating disorders research. Although evidence suggests that numerous distinct reward processes may contribute to eating pathology (e.g., reward learning and delay discounting), existing etiological models of reward dysfunction tend to focus on only a limited number of reward processes, and frequently lack specificity when identifying the individual reward processes hypothesized to contribute to dysregulated eating behavior. Moreover, existing theories have been limited in their integration of reward-related processes with other demonstrated risk and maintenance factors for eating disorders (e.g., affect and cognition), potentially contributing to underdeveloped models of eating pathology. In this article, we highlight five distinct reward processes with theorized or demonstrated relevance to eating disorders involving binge-eating, followed by a review of two well-established risk/maintenance factors for binge-eating pathology. We then introduce two novel models of binge eating onset and maintenance that integrate these factors (i.e., the Affect, Reward, Cognition models), and discuss methods for testing each of the models in future research. Ultimately, we hope that the proposed models provide a springboard for the continued evolution of more precise and comprehensive theories of reward dysfunction in the eating disorders, as well as the development of novel intervention approaches. PUBLIC SIGNIFICANCE STATEMENT: Eating disorders are associated with abnormalities in multiple domains of reward functioning. However, models of reward dysfunction within the eating disorders have not been well-integrated with prominent models of affect and cognition. This article presents two novel models of onset and maintenance for binge-eating pathology, which attempt to integrate observed reward abnormalities with other affective and cognitive processes implicated in binge-type eating disorders.
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Affiliation(s)
- Lauren M. Schaefer
- Center for Biobehavioral Research, Sanford Research, North Dakota, USA
- Department of Psychiatry and Behavioral Science, University of North Dakota School of Medicine and Health Sciences, North Dakota, USA
| | - Glen Forester
- Center for Biobehavioral Research, Sanford Research, North Dakota, USA
| | - Robert D. Dvorak
- Center for Biobehavioral Research, Sanford Research, North Dakota, USA
- Department of Psychology, University of Central Florida, Orlando, Florida, USA
| | - Joanna Steinglass
- Department of Psychiatry, Columbia University Medical Center, New York, USA
- Department of Psychiatry, New York State Psychiatric Institute, New York, USA
| | - Stephen A. Wonderlich
- Center for Biobehavioral Research, Sanford Research, North Dakota, USA
- Department of Psychiatry and Behavioral Science, University of North Dakota School of Medicine and Health Sciences, North Dakota, USA
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14
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Nelson TD, Stice E. Contextualizing the Neural Vulnerabilities Model of Obesity. Nutrients 2023; 15:2988. [PMID: 37447312 DOI: 10.3390/nu15132988] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 06/26/2023] [Accepted: 06/28/2023] [Indexed: 07/15/2023] Open
Abstract
In recent years, investigators have focused on neural vulnerability factors that increase the risk of unhealthy weight gain, which has provided a useful organizing structure for obesity neuroscience research. However, this framework, and much of the research it has informed, has given limited attention to contextual factors that may interact with key vulnerabilities to impact eating behaviors and weight gain. To fill this gap, we propose a Contextualized Neural Vulnerabilities Model of Obesity, extending the existing theory to more intentionally incorporate contextual factors that are hypothesized to interact with neural vulnerabilities in shaping eating behaviors and weight trajectories. We begin by providing an overview of the Neural Vulnerabilities Model of Obesity, and briefly review supporting evidence. Next, we suggest opportunities to add contextual considerations to the model, including incorporating environmental and developmental context, emphasizing how contextual factors may interact with neural vulnerabilities to impact eating and weight. We then synthesize earlier models and new extensions to describe a Contextualized Neural Vulnerabilities Model of Obesity with three interacting components-food reward sensitivity, top-down regulation, and environmental factors-all within a developmental framework that highlights adolescence as a key period. Finally, we propose critical research questions arising from the framework, as well as opportunities to inform novel interventions.
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Affiliation(s)
- Timothy D Nelson
- Department of Psychology, University of Nebraska-Lincoln, Lincoln, NE 68588, USA
| | - Eric Stice
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
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15
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Murray SB, Rokicki J, Sartorius AM, Winterton A, Andreassen OA, Westlye LT, Nagata JM, Quintana DS. Brain-based gene expression of putative risk genes for anorexia nervosa. Mol Psychiatry 2023; 28:2612-2619. [PMID: 37221367 DOI: 10.1038/s41380-023-02110-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 04/27/2023] [Accepted: 05/05/2023] [Indexed: 05/25/2023]
Abstract
The etiology of anorexia nervosa (AN) remains elusive. Recent genome-wide association studies identified the first genes liked to AN which reached genome-wide significance, although our understanding of how these genes confer risk remains preliminary. Here, we leverage the Allen Human Brain Atlas to characterize the spatially distributed gene expression patterns of genes linked to AN in the non-disordered human brain, developing whole-brain maps of AN gene expression. We found that genes associated with AN are most expressed in the brain, relative to all other body tissue types, and demonstrate gene-specific expression patterns which extend to cerebellar, temporal and basal ganglia structures in particular. fMRI meta-analyses reveal that AN gene expression maps correspond with functional brain activity involved in processing and anticipating appetitive and aversive cues. Findings offer novel insights around putative mechanisms through which genes associated with AN may confer risk.
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Affiliation(s)
- Stuart B Murray
- Department of Psychiatry & Behavioral Sciences, University of Southern California, Los Angeles, CA, USA
| | - Jaroslav Rokicki
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Centre of Research and Education in Forensic Psychiatry, Oslo University Hospital, Oslo, Norway
| | - Alina M Sartorius
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
| | - Adriano Winterton
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Ole A Andreassen
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Lars T Westlye
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway
- Department of Psychology, University of Oslo, Oslo, Norway
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway
| | - Jason M Nagata
- Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Daniel S Quintana
- Norwegian Centre for Mental Disorders Research (NORMENT), Division for Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway.
- Department of Psychology, University of Oslo, Oslo, Norway.
- KG Jebsen Centre for Neurodevelopmental Disorders, University of Oslo, Oslo, Norway.
- NevSom, Department of Rare Disorders and Disabilities, Oslo University Hospital, Oslo, Norway.
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16
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Strulik H. Hooked on weight control: An economic theory of anorexia nervosa and its impact on health and longevity. JOURNAL OF HEALTH ECONOMICS 2023; 88:102725. [PMID: 36738567 DOI: 10.1016/j.jhealeco.2023.102725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 12/24/2022] [Accepted: 01/02/2023] [Indexed: 06/18/2023]
Abstract
In this paper, I integrate a theory of body image, weight control, and addiction in a life cycle model with health deficit accumulation in order to explain the phenomenon of anorexia nervosa and its impact on health and longevity. Individuals consume normal goods and foods and can work off excess calories with physical exercise. There exists a healthy body mass index and deviations from it increasingly cause health deficits due to obesity or underweight. There exists also a subjective target weight and being heavier than target weight causes a loss of utility from body image. Anorexia is initiated in individuals who are particularly successful in weight control and prone to addiction. Addiction to weight control motivates anorexic individuals to perpetually adjust their target weight downwards and to eat less and exercise more. With declining weight, health deficits accumulate faster and mortality risk rises. I calibrate the model to an average American woman with bmi 28. Due to weight loss addiction, the bmi declines to a level of 15 and causes an expected loss of 15 years of life. I also discuss potential therapies and recovery from the disease.
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Affiliation(s)
- Holger Strulik
- University of Goettingen, Department of Economics, Platz der Goettinger Sieben 3, 37073 Goettingen, Germany.
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17
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Murray SB, Cabeen RP, Jann K, Tadayonnejad R, Strober M, Feusner JD. White matter microstructure in habit and reward circuits in anorexia nervosa: Insights from a neurite orientation dispersion and density imaging study. Acta Psychiatr Scand 2023; 147:134-144. [PMID: 36376250 PMCID: PMC9852024 DOI: 10.1111/acps.13521] [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: 11/01/2022] [Accepted: 11/04/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Behavioral features of anorexia nervosa (AN) suggest abnormalities in reward and habit. Neuroimaging evidence suggests morphometric and functional perturbations within these circuits, although fewer studies have assessed white matter characteristics in AN, and no studies to date have assessed white matter microstructure in AN. METHODS In this brain imaging study, 29 female adolescents with partially or fully weight-restored AN and 27 healthy controls, all between 10 and 19 years, underwent whole-brain multi-shell diffusion tensor imaging. Utilizing neurite orientation dispersion and density imaging methods, we investigated group differences in white matter neurite density, orientation dispersion, and myelin density in tracts between prominent nodes of the reward circuit (ventral tegmental area (VTA) to nucleus accumbens (NAcc)) and the habit circuit (sensory motor area [SMA] to putamen). RESULTS Findings revealed reduced neurite (F = 5.20, p = 0.027) and myelin density (F = 5.39, p = 0.025) in the left VTA-NAcc tract, and reduced orientation dispersion in the left (F = 7.00, p = 0.011) and right (F = 6.77, p = 0.012) VTA-NAcc tract. There were no significant group differences in the SMA-putamen tract. Significant relationships, after corrections, were not evident between tract microstructure and reward responsiveness, compulsive behaviors, illness duration, or BMI. CONCLUSIONS Adolescents with AN exhibit less dense, undermyelinated, and less dispersed white matter tracts connecting prominent reward system nodes, which could potentially signify underutilization of this part of the reward circuit. These results provide a detailed examination of white matter microstructure in tracts underlying instrumental behavioral phenotypes contributing to illness in AN.
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Affiliation(s)
- Stuart B. Murray
- Department of Psychiatry & Behavioral Sciences, University of Southern California, Los Angeles, CA, USA
| | - Ryan P. Cabeen
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA
| | - Kay Jann
- Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, CA, USA
| | - Reza Tadayonnejad
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA,Computation & Neural Systems program, California Institute of Technology, Pasadena, CA, USA
| | - Michael Strober
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA
| | - Jamie D. Feusner
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, CA, USA,Department of Psychiatry, University of Toronto, Toronto, ON, Canada,Centre for Addiction and Mental Health, Toronto, ON, Canada,Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden,Corresponding author: Jamie Feusner, 250 College St. #645, Toronto, ON M5V 3W5, Canada, Phone: +1-416-535-8501 x33436,
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18
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Bianco V, Veniero D, D'Acunto A, Koch G, Picazio S. Challenging inhibitory control with high- and low-calorie food: A behavioural and TMS study. Front Nutr 2023; 10:1016017. [PMID: 36908918 PMCID: PMC9992824 DOI: 10.3389/fnut.2023.1016017] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Accepted: 01/27/2023] [Indexed: 02/24/2023] Open
Abstract
Most people are often tempted by their impulses to "indulge" in high-calorie food, even if this behaviour is not consistent with their goal to control weight in the long term and might not be healthy. The outcome of this conflict is strongly dependent on inhibitory control. It has already been reported that individuals with weaker inhibitory control consume more high-calorie food, are more often unsuccessful dieters, overweight or obese compared to people with more effective inhibitory control. In the present study, we aimed at investigating inhibitory control in the context of human eating behaviour. A sample of 20 healthy normal-weight adults performed a 50% probability visual affective Go/NoGo task involving food (high- and low-calorie) and non-food images as stimuli. Single-pulse transcranial magnetic stimulation (TMS) was administered over the right primary motor cortex (M1) either 300 ms after image presentation to measure corticospinal excitability during the different stimulus categories or 300 ms after the appearance of a fixation point, as a control stimulation condition. The experimental session consisted of a food target and a non-food target block. Behavioural outcomes showed a natural implicit inclination towards high-calorie food in that participants were faster and more accurate compared to the other categories. This advantage was selectively deleted by TMS, which slowed down reaction times. MEPs did not differ according to the stimulus category, but, as expected, were bigger for Go compared to NoGo trials. Participants judged high-calorie food also as more appetising than low-calorie food images. Overall, our results point to a differential modulation when targeting inhibitory control, in favour of the more palatable food category (high-calorie). Present data suggest that the activity of the motor system is modulated by food nutritional value, being more engaged by appetising food. Future work should explore to what extent these processes are affected in patients with eating disorders and should aim to better characterise the related dynamics of cortical connectivity within the motor network.
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Affiliation(s)
- Valentina Bianco
- Laboratory of Experimental Neuropsychophysiology, Santa Lucia Foundation IRCCS, Rome, Italy.,Laboratory of Cognitive Neuroscience, Department of Languages and Literatures, Communication, Education and Society, University of Udine, Udine, Italy
| | - Domenica Veniero
- School of Psychology, University of Nottingham, Nottingham, United Kingdom
| | - Alessia D'Acunto
- Laboratory of Experimental Neuropsychophysiology, Santa Lucia Foundation IRCCS, Rome, Italy
| | - Giacomo Koch
- Laboratory of Experimental Neuropsychophysiology, Santa Lucia Foundation IRCCS, Rome, Italy.,Human Physiology Section, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Silvia Picazio
- Laboratory of Experimental Neuropsychophysiology, Santa Lucia Foundation IRCCS, Rome, Italy.,Department of Psychology, Sapienza University of Rome, Rome, Italy
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Bulley A, Lempert KM, Conwell C, Irish M, Schacter DL. Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgements. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210338. [PMID: 36314145 PMCID: PMC9619231 DOI: 10.1098/rstb.2021.0338] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 05/24/2022] [Indexed: 12/21/2023] Open
Abstract
Intertemporal decision-making has long been assumed to measure self-control, with prominent theories treating choices of smaller, sooner rewards as failed attempts to override immediate temptation. If this view is correct, people should be more confident in their intertemporal decisions when they 'successfully' delay gratification than when they do not. In two pre-registered experiments with built-in replication, adult participants (n = 117) made monetary intertemporal choices and rated their confidence in having made the right decisions. Contrary to assumptions of the self-control account, confidence was not higher when participants chose delayed rewards. Rather, participants were more confident in their decisions when possible rewards were further apart in time-discounted subjective value, closer to the present, and larger in magnitude. Demonstrating metacognitive insight, participants were more confident in decisions that better aligned with their separate valuation of possible rewards. Decisions made with less confidence were more prone to changes-of-mind and more susceptible to a patience-enhancing manipulation. Together, our results establish that confidence in intertemporal choice tracks uncertainty in estimating and comparing the value of possible rewards-just as it does in decisions unrelated to self-control. Our findings challenge self-control views and instead cast intertemporal choice as a form of value-based decision-making about future possibilities. This article is part of the theme issue 'Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny'.
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Affiliation(s)
- Adam Bulley
- The University of Sydney School of Psychology and Brain and Mind Centre, Sydney, NSW 2050, Australia
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA
| | - Karolina M. Lempert
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Colin Conwell
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA
| | - Muireann Irish
- The University of Sydney School of Psychology and Brain and Mind Centre, Sydney, NSW 2050, Australia
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20
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Dolan SC, Reilly EE, Brown TA, Shott ME, Frank GKW. Anticipatory and consummatory pleasure in eating disorders. J Eat Disord 2022; 10:161. [PMID: 36371268 PMCID: PMC9652864 DOI: 10.1186/s40337-022-00692-w] [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: 07/29/2022] [Accepted: 11/08/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Recent research suggests that anhedonia, or the inability to experience pleasure, is elevated in individuals with eating disorders (EDs). However, past literature has only studied anhedonia in EDs as a unidimensional construct rather than separately examining anticipatory (i.e., prediction of pleasure for a future event) and consummatory (i.e., enjoyment of a present event) pleasure. Given that these subcomponents of pleasure have distinct neurobiological correlates, studying pleasure as a multifaceted construct may yield important insights into the underlying mechanisms of binge eating or food restriction. METHODS A sample of 124 women with anorexia nervosa, bulimia nervosa, or other specified feeding or eating disorder and 84 control women (CW) completed self-report measures of anticipatory pleasure, consummatory pleasure, ED symptoms, depression, harm avoidance, and anxiety. RESULTS Individuals with EDs endorsed significantly lower anticipatory pleasure than CW, but there were no significant group differences in consummatory pleasure. Further, there were no significant differences in self-reported pleasure among ED diagnostic groups. Within the ED sample, anticipatory pleasure but not consummatory pleasure was positively related to binge eating frequency and significantly negatively correlated with cognitive ED symptoms, state and trait anxiety, and harm avoidance. Both anticipatory and consummatory pleasure was negatively associated with depression. CONCLUSION The results of the current study suggest that lower pleasure across the ED spectrum may be due to deficits in anticipatory, but not consummatory, pleasure. Future research should continue to explore the behavioral, affective, and neural correlates of anticipatory pleasure in EDs to characterize better how it relates to the onset and maintenance of binge eating and other eating disorder pathology.
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Affiliation(s)
- Sarah C Dolan
- Department of Psychology, Hofstra University, Hempstead, USA
| | - Erin E Reilly
- Department of Psychology, Hofstra University, Hempstead, USA.,Department of Psychiatry, University of California, San Francisco, USA
| | | | - Megan E Shott
- Department of Psychiatry, University of California San Diego, 4510 Executive Drive, San Diego, CA, 92121, USA
| | - Guido K W Frank
- Department of Psychiatry, University of California San Diego, 4510 Executive Drive, San Diego, CA, 92121, USA.
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21
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How Can Animal Models Inform the Understanding of Cognitive Inflexibility in Patients with Anorexia Nervosa? J Clin Med 2022; 11:jcm11092594. [PMID: 35566718 PMCID: PMC9105411 DOI: 10.3390/jcm11092594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/27/2022] [Accepted: 04/30/2022] [Indexed: 02/04/2023] Open
Abstract
Deficits in cognitive flexibility are consistently seen in patients with anorexia nervosa (AN). This type of cognitive impairment is thought to be associated with the persistence of AN because it leads to deeply ingrained patterns of thought and behaviour that are highly resistant to change. Neurobiological drivers of cognitive inflexibility have some commonalities with the abnormal brain functional outcomes described in patients with AN, including disrupted prefrontal cortical function, and dysregulated dopamine and serotonin neurotransmitter systems. The activity-based anorexia (ABA) model recapitulates the key features of AN in human patients, including rapid weight loss caused by self-starvation and hyperactivity, supporting its application in investigating the cognitive and neurobiological causes of pathological weight loss. The aim of this review is to describe the relationship between AN, neural function and cognitive flexibility in human patients, and to highlight how new techniques in behavioural neuroscience can improve the utility of animal models of AN to inform the development of novel therapeutics.
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22
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Hernandez CM, McQuail JA, Ten Eyck TW, Wheeler AR, Labiste CC, Setlow B, Bizon J. GABA B receptors in prelimbic cortex and basolateral amygdala differentially influence intertemporal decision making and decline with age. Neuropharmacology 2022; 209:109001. [PMID: 35189132 DOI: 10.1016/j.neuropharm.2022.109001] [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: 01/03/2022] [Revised: 02/07/2022] [Accepted: 02/15/2022] [Indexed: 11/25/2022]
Abstract
The ability to decide adaptively between immediate vs. delayed gratification (intertemporal choice) is critical for well-being and is associated with a range of factors that influence quality of life. In contrast to young adults, many older adults show enhanced preference for delayed gratification; however, the neural mechanisms underlying this age difference in intertemporal choice are largely un-studied. Changes in signaling through GABAB receptors (GABABRs) mediate several age-associated differences in cognitive processes linked to intertemporal choice. The current study used a rat model to determine how GABABRs in two brain regions known to regulate intertemporal choice (prelimbic cortex; PrL and basolateral amygdala; BLA) contribute to age differences in this form of decision making in male rats. As in humans, aged rats showed enhanced preference for large, delayed over small, immediate rewards during performance in an intertemporal choice task in operant test chambers. Activation of PrL GABABRs via microinfusion of the agonist baclofen increased choice of large, delayed rewards in young adult rats but did not influence choice in aged rats. Conversely, infusion of baclofen into the BLA strongly reduced choice of large, delayed rewards in both young adult and aged rats. Aged rats further showed a significant reduction in expression of GABABR1 subunit isoforms in the prefrontal cortex, a discovery that is consonant with the null effect of intra-PrL baclofen on intertemporal choice in aged rats. In contrast, expression of GABABR subunits was generally conserved with age in the BLA. Jointly, these findings elucidate a role for GABABRs in intertemporal choice and identify fundamental features of brain maturation and aging that mediate an improved ability to delay gratification.
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Affiliation(s)
- Caesar M Hernandez
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA; Department of Neurobiology, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA; McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Joseph A McQuail
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA; Department of Pharmacology, Physiology and Neuroscience, University of South Carolina School of Medicine - Columbia, Columbia, SC, 29208, USA
| | - Tyler W Ten Eyck
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA
| | - Alexa-Rae Wheeler
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA
| | - Chase C Labiste
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA.
| | - Barry Setlow
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA; Department of Psychiatry, University of Florida, Gainesville, FL, 32610, USA; McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
| | - Jennifer Bizon
- Department of Neuroscience, University of Florida, Gainesville, FL, 32610, USA; McKnight Brain Institute, University of Florida, Gainesville, FL, 32610, USA
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23
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Weinert T, King JA, Böldt L, Gronow F, Roessner V, Ehrlich S. Increased self-reported delay of gratification in acutely underweight, but not remitted anorexia nervosa. Int J Eat Disord 2022; 55:135-140. [PMID: 34799878 DOI: 10.1002/eat.23644] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 10/15/2021] [Accepted: 11/07/2021] [Indexed: 11/12/2022]
Abstract
OBJECTIVE Laboratory experiments using delay discounting tasks have delivered some evidence of an increased capacity to delay reward in anorexia nervosa (AN). Overall, however, findings have been inconclusive and no comprehensive studies of self-reported tendency to forgo immediate gratification in favor of long-term rewards exist in AN. METHOD A total of 71 acutely underweight female inpatients with AN (acAN); 52 women long-term weight-recovered from AN (recAN); and 120 healthy control women completed the Delaying Gratification Inventory (DGI). Fifty-two acAN were reassessed after short-term weight rehabilitation. Separate cross-sectional and longitudinal group comparisons tested for differences in DGI subscales (food, physical pleasure, social interaction, money, and achievement) and total scores. RESULTS DGI scores were elevated in acAN even after removing food-related items and accounting for comorbid symptoms. DGI scores remained relatively elevated following short-term weight rehabilitation, but no differences were evident between recAN and HC. DISCUSSION This study delivers self-report evidence supporting the notion of an increased propensity to delay gratification in individuals acutely ill with AN which does not appear to change with partial weight restoration alone. A reduction in the tendency to delay reward may thus be an important cognitive correlate of long-term recovery in AN.
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Affiliation(s)
- Tomas Weinert
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Joseph A King
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Luisa Böldt
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Franziska Gronow
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - Veit Roessner
- Department of Child and Adolescent Psychiatry and Psychotherapy, TU Dresden, Dresden, Germany
| | - Stefan Ehrlich
- Translational Developmental Neuroscience Section, Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, TU Dresden, Dresden, Germany.,Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry and Psychotherapy, Faculty of Medicine, TU Dresden, Dresden, Germany
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24
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Delay discounting, time perspective, and self-schemas in adolescent alcohol drinking and disordered eating behaviors. Appetite 2021; 168:105703. [PMID: 34547349 DOI: 10.1016/j.appet.2021.105703] [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: 03/10/2021] [Revised: 09/14/2021] [Accepted: 09/16/2021] [Indexed: 11/23/2022]
Abstract
Delay discounting, time perspective, and self-schemas are well-known predictors of health risk behaviors among adolescents. However, the associations between these constructs and their influence on such behaviors are yet to be examined. This study aimed to determine the relationships among three cognitive constructs, namely, delay discounting, time perspective, and self-schemas, and determine the associations of these constructs with alcohol drinking (alcohol use and alcohol problems) and disordered eating behaviors in adolescents. Participants were 436 eighth-graders from three public junior high schools in southern Taiwan, who answered an anonymous questionnaire assessing self-schema, delay discounting, time perspective, and health risk behaviors. Generalized linear models with robust estimation were performed to estimate the effects; gender was the covariate. Delay discounting was associated with alcohol use (OR = 1.15), but not alcohol problems and disordered eating behaviors. Present-Hedonistic time perspective was associated with alcohol use (OR = 2.01), alcohol problems (IRR = 2.23), and disordered eating behaviors (Exp(b) = 1.38); while Future time perspective was associated with alcohol problems (IRR = 2.18). Drinker self-schema was associated with alcohol use (OR = 1.62) and alcohol problems (IRR = 1.71). Fat/overweight self-schema was associated with overall disordered eating (Exp(b) = 1.03). Thus, the findings suggest that each of the three constructs is independently associated with drinking and disordered eating behaviors, and these associations vary according to the specific type of behavior. Future research identifying the underlying mechanisms linking these constructs to the abovementioned behaviors can be useful for developing targeted intervention strategies.
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25
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Brassard SL, Balodis IM. A review of effort-based decision-making in eating and weight disorders. Prog Neuropsychopharmacol Biol Psychiatry 2021; 110:110333. [PMID: 33905755 DOI: 10.1016/j.pnpbp.2021.110333] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 03/19/2021] [Accepted: 04/21/2021] [Indexed: 12/26/2022]
Abstract
Effort-based decision-making provides a framework to understand the mental computations estimating the amount of work ("effort") required to obtain a reward. The aim of the current review is to systematically synthesize the available literature on effort-based decision-making across the spectrum of eating and weight disorders. More specifically, the current review summarises the literature examining whether 1) individuals with eating disorders and overweight/obesity are willing to expend more effort for rewards compared to healthy controls, 2) if particular components of effort-based decision-making (i.e. risk, discounting) relate to specific binge eating conditions, and 3) how individual differences in effort and reward -processing measures relate to eating pathology and treatment measures. A total of 96 studies were included in our review, following PRISMA guidelines. The review suggests that individuals with binge eating behaviours 1) are more likely to expend greater effort for food rewards, but not monetary rewards, 2) demonstrate greater decision-making impairments under risk and uncertainty, 3) prefer sooner rather than delayed rewards for both food and money, and 4) demonstrate increased implicit 'wanting' for high fat sweet foods. Finally, individual differences in effort and reward -processing measures relating to eating pathology and treatment measures are also discussed.
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Affiliation(s)
- Sarah L Brassard
- Department of Neuroscience, McMaster University, Canada; Peter Boris Center for Addictions Research, St. Joseph's Healthcare Hamilton, Canada
| | - Iris M Balodis
- Department of Neuroscience, McMaster University, Canada; Peter Boris Center for Addictions Research, St. Joseph's Healthcare Hamilton, Canada; Department of Psychiatry and Behavioural Neuroscience, McMaster University, Canada.
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26
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The costs of over-control in anorexia nervosa: evidence from fMRI and ecological momentary assessment. Transl Psychiatry 2021; 11:304. [PMID: 34016948 PMCID: PMC8138008 DOI: 10.1038/s41398-021-01405-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 04/01/2021] [Accepted: 04/22/2021] [Indexed: 01/15/2023] Open
Abstract
A growing body of evidence suggests that a high level of self-control may, despite its positive effects, influence cognitive processing in an unfavorable manner. However, the affective costs of self-control have only rarely been investigated. Anorexia nervosa (AN) is an eating disorder that is often characterized by excessive self-control. Here, we used fMRI to explore whether over-control in AN may have negative affective consequences. 36 predominantly adolescent female AN patients and 36 age-matched healthy controls (HC) viewed negative and neutral pictures during two separate fMRI sessions before and after 10 min of rest. We tested whether abnormally elevated neural activity during the initial presentation in a brain region broadly implicated in top-down control, the dorsolateral prefrontal cortex (dlPFC), could predict subsequent activation in limbic areas relevant to bottom-up affective processing. Using ecological momentary assessment (EMA), we also tested for associations between the aforementioned neuroimaging markers and negative affective states in the two weeks following the experiment. fMRI data revealed that higher initial activation of the dlPFC in AN predicted increased amygdala reactivity during the second fMRI session, which in turn was related to increased self-reported tension during two weeks following the scan. These data suggest that over-control in AN patients may come at a cost including negative affective states on a short (minutes) as well as a longer time scale (days). This mechanism may significantly contribute to the persistence of AN.
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27
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Garman TS, Setlow B, Orsini CA. Effects of a high-fat diet on impulsive choice in rats. Physiol Behav 2021; 229:113260. [PMID: 33227243 DOI: 10.1016/j.physbeh.2020.113260] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 11/18/2020] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Obesity and binge eating disorder are associated with high levels of impulsivity, but the causal role of eating and palatable food in these associations is unclear. Studies in rodents show that a high-fat diet can increase one aspect of impulsivity (impulsive action); it is less clear, however, whether a dissociable aspect of impulsivity (impulsive choice) is similarly affected. Hence, the aim of this study was to ascertain whether chronic exposure to a high-fat diet would alter impulsive choice. METHODS Male rats were maintained on either a high-fat or control chow diet for two weeks ad libitum. They then underwent equi-caloric food restriction for the duration of the experiment, with each group maintained on their respective diet. To measure impulsive choice, rats were trained on a delay discounting task (DDT) in which they made discrete choices between a lever that delivered a small food reward immediately and a lever that delivered a large food reward accompanied by systematically increasing delays. Upon reaching stable performance on the DDT, rats were given acute systemic injections of amphetamine prior to testing in the DDT to determine whether increased monoamine transmission affected impulsive choice differently in the two diet groups. Lastly, subjects were tested on a progressive ratio schedule of reinforcement to assess motivation for a sucrose reward. RESULTS There was no significant effect of the high-fat diet on impulsive choice. Further, amphetamine decreased choice of the large, delayed reward (increased impulsive choice) to the same extent in both groups. Exposure to the high-fat diet did, however, increase motivation to obtain a sucrose reward. CONCLUSIONS These experiments reveal that, under conditions that do not promote weight gain, a chronic high-fat diet does not affect impulsive choice in a delay discounting task. The data are surprising in light of findings showing that this same diet alters impulsive action, and highlight the necessity of further research to elucidate relationships between palatable food consumption and impulsivity.
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Affiliation(s)
| | - Barry Setlow
- Department of Neuroscience; Department of Psychiatry; McKnight Brain Institute; Center for Addiction Research and Education, University of Florida, Gainesville, FL 32610
| | - Caitlin A Orsini
- Department of Psychiatry; McKnight Brain Institute; Department of Psychology, Waggoner Center for Alcoholism and Addiction Research, The University of Texas at Austin, Austin, TX 78712.
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28
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Reward Learning Through the Lens of RDoC: a Review of Theory, Assessment, and Empirical Findings in the Eating Disorders. Curr Psychiatry Rep 2021; 23:2. [PMID: 33386514 DOI: 10.1007/s11920-020-01213-9] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/17/2020] [Indexed: 01/19/2023]
Abstract
PURPOSE OF REVIEW Reward-related processes may represent important transdiagnostic factors underlying eating pathology. Using the NIMH Research Domain Criteria as a guide, the current article reviews theories, behavioral and self-report assessments, and empirical findings related to reward learning in the eating disorders. RECENT FINDINGS Data from behavioral tasks suggest deficits in reinforcement learning, which may become more pronounced with increasing disorder severity and duration. Self-report data strongly implicate positive eating and thinness/restriction expectancies (an element of reward prediction error) in the onset and maintenance of eating pathology. Finally, self-report measures of habit strength demonstrate relationships with eating pathology and illness duration; however, behavioral task data do not support relationships between eating pathology and a propensity towards general habit development. Existing studies are limited, but provide preliminary support for the presence of abnormal reward learning in eating disorders. Continued research is needed to address identified gaps in the literature.
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29
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Foerde K, Daw ND, Rufin T, Walsh BT, Shohamy D, Steinglass JE. Deficient Goal-Directed Control in a Population Characterized by Extreme Goal Pursuit. J Cogn Neurosci 2020; 33:463-481. [PMID: 33284076 DOI: 10.1162/jocn_a_01655] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Research in computational psychiatry has sought to understand the basis of compulsive behavior by relating it to basic psychological and neural mechanisms: specifically, goal-directed versus habitual control. These psychological categories have been further identified with formal computational algorithms, model-based and model-free learning, which helps to provide quantitative tools to distinguish them. Computational psychiatry may be particularly useful for examining phenomena in individuals with anorexia nervosa (AN), whose self-starvation appears both excessively goal directed and habitual. However, these laboratory-based studies have not aimed to examine complex behavior, as seen outside the laboratory, in contexts that extend beyond monetary rewards. We therefore assessed (1) whether behavior in AN was characterized by enhanced or diminished model-based behavior, (2) the domain specificity of any abnormalities by comparing learning in a food-specific (i.e., illness-relevant) context as well as in a monetary context, and (3) whether impairments were secondary to starvation by comparing learning before and after initial treatment. Across all conditions, individuals with AN, relative to healthy controls, showed an impairment in model-based, but not model-free, learning, suggesting a general and persistent contribution of habitual over goal-directed control, across domains and time points. Thus, eating behavior in individuals with AN that appears very goal-directed may be under more habitual than goal-directed control, and this is not remediated by achieving weight restoration.
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Affiliation(s)
- Karin Foerde
- New York State Psychiatric Institute.,Columbia University Irving Medical Center
| | | | | | - B Timothy Walsh
- New York State Psychiatric Institute.,Columbia University Irving Medical Center
| | | | - Joanna E Steinglass
- New York State Psychiatric Institute.,Columbia University Irving Medical Center
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30
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Steep Discounting of Future Rewards as an Impulsivity Phenotype: A Concise Review. Curr Top Behav Neurosci 2020; 47:113-138. [PMID: 32236897 DOI: 10.1007/7854_2020_128] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
This chapter provides an overview over the behavioral economic index of impulsivity known as delay discounting. Specifically, delay discounting refers to an individual's preference for smaller immediate rewards over a larger delayed rewards. The more precipitously an individual discounts future rewards, the more impulsive they are considered to be. First, the chapter reviews the nature of delay discounting as a psychological process and juxtaposes it with nominally similar processes, including other facets of impulsivity. Second, the chapter reviews the links between delay discounting and numerous health behaviors, including addiction, attention deficit/hyperactivity disorder, and obesity. Third, the determinants of individual variation in delay discounting are discussed, including both genetic and environmental contributions. Finally, the chapter evaluates delay discounting as a potentially modifiable risk factor and the status of clinical interventions designed to reduce delay discounting to address deficits in self-control in a variety of maladaptive behaviors.
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31
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Seidel M, Ehrlich S, Breithaupt L, Welch E, Wiklund C, Hübel C, Thornton LM, Savva A, Fundin BT, Pege J, Billger A, Abbaspour A, Schaefer M, Boehm I, Zvrskovec J, Rosager EV, Hasselbalch KC, Leppä V, Sjögren M, Nergårdh R, Feusner JD, Ghaderi A, Bulik CM. Study protocol of comprehensive risk evaluation for anorexia nervosa in twins (CREAT): a study of discordant monozygotic twins with anorexia nervosa. BMC Psychiatry 2020; 20:507. [PMID: 33054774 PMCID: PMC7557028 DOI: 10.1186/s12888-020-02903-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2020] [Accepted: 09/29/2020] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Anorexia nervosa (AN) is a severe disorder, for which genetic evidence suggests psychiatric as well as metabolic origins. AN has high somatic and psychiatric comorbidities, broad impact on quality of life, and elevated mortality. Risk factor studies of AN have focused on differences between acutely ill and recovered individuals. Such comparisons often yield ambiguous conclusions, as alterations could reflect different effects depending on the comparison. Whereas differences found in acutely ill patients could reflect state effects that are due to acute starvation or acute disease-specific factors, they could also reflect underlying traits. Observations in recovered individuals could reflect either an underlying trait or a "scar" due to lasting effects of sustained undernutrition and illness. The co-twin control design (i.e., monozygotic [MZ] twins who are discordant for AN and MZ concordant control twin pairs) affords at least partial disambiguation of these effects. METHODS Comprehensive Risk Evaluation for Anorexia nervosa in Twins (CREAT) will be the largest and most comprehensive investigation of twins who are discordant for AN to date. CREAT utilizes a co-twin control design that includes endocrinological, neurocognitive, neuroimaging, genomic, and multi-omic approaches coupled with an experimental component that explores the impact of an overnight fast on most measured parameters. DISCUSSION The multimodal longitudinal twin assessment of the CREAT study will help to disambiguate state, trait, and "scar" effects, and thereby enable a deeper understanding of the contribution of genetics, epigenetics, cognitive functions, brain structure and function, metabolism, endocrinology, microbiology, and immunology to the etiology and maintenance of AN.
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Affiliation(s)
- Maria Seidel
- grid.4488.00000 0001 2111 7257Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany ,Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Stefan Ehrlich
- Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, Fetscherstraße 74, 01307, Dresden, Germany.
| | - Lauren Breithaupt
- grid.38142.3c000000041936754XDepartment of Psychiatry, Harvard Medical School, Boston, MA USA ,grid.32224.350000 0004 0386 9924Eating Disorders Clinical and Research Program, Massachusetts General Hospital, Boston, MA USA
| | - Elisabeth Welch
- grid.4714.60000 0004 1937 0626Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden ,grid.467087.a0000 0004 0442 1056Stockholm Health Care Services, Region Stockholm, Stockholm Centre for Eating Disorders, Stockholm, Sweden
| | - Camilla Wiklund
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Christopher Hübel
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden ,grid.13097.3c0000 0001 2322 6764Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK ,grid.37640.360000 0000 9439 0839UK National Institute for Health Research (NIHR) Biomedical Research Centre (BRC), South London and Maudsley NHS Foundation Trust, London, UK ,grid.7048.b0000 0001 1956 2722National Centre for Register-based Research, Aarhus Business and Social Sciences, Aarhus University, Aarhus, Denmark
| | - Laura M. Thornton
- grid.4714.60000 0004 1937 0626Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Androula Savva
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Bengt T. Fundin
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Jessica Pege
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Annelie Billger
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Afrouz Abbaspour
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Martin Schaefer
- grid.4714.60000 0004 1937 0626Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ilka Boehm
- grid.4488.00000 0001 2111 7257Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, Fetscherstraße 74, 01307 Dresden, Germany
| | - Johan Zvrskovec
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden ,grid.13097.3c0000 0001 2322 6764Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
| | - Emilie Vangsgaard Rosager
- grid.5254.60000 0001 0674 042XDepartment of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Virpi Leppä
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden
| | - Magnus Sjögren
- grid.5254.60000 0001 0674 042XDepartment of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark ,Eating Disorder Research Unit, Mental Health Center Ballerup, Ballerup, Denmark
| | - Ricard Nergårdh
- grid.4714.60000 0004 1937 0626Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Jamie D. Feusner
- grid.19006.3e0000 0000 9632 6718Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA USA
| | - Ata Ghaderi
- grid.13097.3c0000 0001 2322 6764Social, Genetic & Developmental Psychiatry Centre, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK ,grid.4714.60000 0004 1937 0626Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Cynthia M. Bulik
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutetet, Nobels väg 12A, 17165 Stockholm, Solna Sweden ,grid.10698.360000000122483208Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC USA ,grid.10698.360000000122483208Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC USA
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Hernandez CM, Orsini C, Wheeler AR, Ten Eyck TW, Betzhold SM, Labiste CC, Wright NG, Setlow B, Bizon JL. Testicular hormones mediate robust sex differences in impulsive choice in rats. eLife 2020; 9:58604. [PMID: 32985975 PMCID: PMC7521924 DOI: 10.7554/elife.58604] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/09/2020] [Indexed: 01/04/2023] Open
Abstract
Impairments in choosing optimally between immediate and delayed rewards are associated with numerous psychiatric disorders. Such ‘intertemporal’ choice is influenced by genetic and experiential factors; however, the contributions of biological sex are understudied and data to date are largely inconclusive. Rats were used to determine how sex and gonadal hormones influence choices between small, immediate and large, delayed rewards. Females showed markedly greater preference than males for small, immediate over large, delayed rewards (greater impulsive choice). This difference was neither due to differences in food motivation or reward magnitude perception, nor was it affected by estrous cycle. Ovariectomies did not affect choice in females, whereas orchiectomies increased impulsive choice in males. These data show that male rats exhibit less impulsive choice than females and that this difference is at least partly maintained by testicular hormones. These differences in impulsive choice could be linked to gender differences across multiple neuropsychiatric conditions.
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Affiliation(s)
- Caesar M Hernandez
- Department of Neuroscience, University of Florida, Gainesville, United States.,Department of Psychiatry, University of Florida, Gainesville, United States
| | - Caitlin Orsini
- Department of Psychiatry, University of Florida, Gainesville, United States
| | - Alexa-Rae Wheeler
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Tyler W Ten Eyck
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Sara M Betzhold
- Department of Psychiatry, University of Florida, Gainesville, United States
| | - Chase C Labiste
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Noelle G Wright
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Barry Setlow
- Department of Psychiatry, University of Florida, Gainesville, United States
| | - Jennifer L Bizon
- Department of Neuroscience, University of Florida, Gainesville, United States
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Bernardoni F, Bernhardt N, Pooseh S, King JA, Geisler D, Ritschel F, Boehm I, Seidel M, Roessner V, Smolka MN, Ehrlich S. Metabolic state and value-based decision-making in acute and recovered female patients with anorexia nervosa. J Psychiatry Neurosci 2020; 45:253-261. [PMID: 32129584 PMCID: PMC7828930 DOI: 10.1503/jpn.190031] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Patients with anorexia nervosa forgo eating despite emaciation and severe health consequences. Such dysfunctional decision-making might be explained by an excessive level of self-control, alterations in homeostatic and hedonic regulation, or an interplay between these processes. We aimed to understand value-based decision-making in anorexia nervosa and its association with the gut hormone ghrelin. Besides its homeostatic function, ghrelin has been implicated in the hedonic regulation of appetite and reward via the modulation of phasic dopamine signalling. METHODS In a cross-sectional design, we studied acutely underweight (n = 94) and recovered (n = 37) patients with anorexia nervosa of the restrictive subtype, as well as healthy control participants (n = 119). We assessed plasma concentrations of desacyl ghrelin and parameters of delay discounting, probability discounting for gains and losses, and loss aversion. RESULTS Recovered patients displayed higher risk aversion for gains, but we observed no group differences for the remaining decision-making parameters. Desacyl ghrelin was higher in acutely underweight and recovered participants with anorexia nervosa relative to healthy controls. Moreover, we found a significant group × desacyl ghrelin interaction in delay discounting, indicating that in contrast to healthy controls, acutely underweight patients with anorexia nervosa who had high desacyl ghrelin concentrations preferably chose the delayed reward option. LIMITATIONS We probed decision-making using monetary rewards, but patients with anorexia nervosa may react differently to disorder-relevant stimuli. Furthermore, in contrast to acyl ghrelin, the functions of desacyl ghrelin are unclear. Therefore, the interpretation of the results is preliminary. CONCLUSION The propensity for risk aversion as found in recovered patients with anorexia nervosa could help them successfully complete therapy, or it could reflect sequelae of the disorder. Conversely, ghrelin findings might be related to a mechanism contributing to disease maintenance; that is, in acutely underweight anorexia nervosa, a hungry state may facilitate the ability to forgo an immediate reward to achieve a (dysfunctional) long-term goal.
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Affiliation(s)
- Fabio Bernardoni
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Nadine Bernhardt
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Shakoor Pooseh
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Joseph A. King
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Daniel Geisler
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Franziska Ritschel
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Ilka Boehm
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Maria Seidel
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Veit Roessner
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Michael N. Smolka
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
| | - Stefan Ehrlich
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Bernardoni, King, Geisler, Ritschel, Boehm, Seidel, Ehrlich); the Department of Psychiatry and Psychotherapy, Technische Universität Dresden, Dresden, Germany (Bernhardt, Pooseh, Smolka); the Freiburg Center for Data Analysis and Modeling, Albert-Ludwigs-Universität Freiburg, Germany (Pooseh); and the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Roessner, Ehrlich)
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Culturally based pre-Ramadan education increased benefits and reduced hazards of Ramadan fasting for type 2 diabetic patients. J Diabetes Metab Disord 2020; 19:179-186. [PMID: 32550167 DOI: 10.1007/s40200-020-00489-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 01/05/2020] [Indexed: 10/25/2022]
Abstract
Objectives In the current study, we aimed at evaluating the effect of a culturally-based pre-Ramadan education program (PREP) on glycemic control, weight, adherence to post-sunset physical activity, perception of hypoglycemia, and anti-diabetic medication dose adjustment during Ramadan fasting in type 2 diabetics. Study design A total of 1008 type 2 Diabetes patients were offered a culturally-based PREP in addition to the standard of care, two months before Ramadan. A retrospective interview one month after Ramadan compared the fasting experience of PREP attendees (470 patients) with those who merely received standard of care (538 patients) (Non-PREP). Results Ramadan fasting improved glycemic control with a correlation between HbA1c percent reduction and the number of fasting days (r = -0.290, p = 0.007). More HbA1c and weight percent reduction were observed in PREP attendees compared to the Non-PREP group (-14.8% ± 9.3 vs. -5.4% ± 5.4; p < 0.001; and - 1.96% ± 5.4 vs. -0.39% ± 2.8; p < 0.001, respectively). More commitment to night prayers in the PREP attendees compared to the Non-PREP group, (85.5% prayed >20 nights vs 28.4%; p < 0.001) with more HbA1c and weight percent reduction in the those who performed the prayers more than 20 nights compared to those who performed no prayers (-11.69% ± 8.8 vs -6.28% ± 6.4, p < 0.001; and - 2.76% ±5.1 vs 1.35% ±1.8, p < 0.001, respectively). More perception of true hypoglycemia was associated with PREP attendance (p0.046), insulin treatment (p0.000), and reduction of antidiabetic medication dosage (p0.004). Repeated lowering of antidiabetic medications doses with sequential downsizing of meals' portions, and appetite was reported. Conclusion Ramadan fasting was beneficial for people with type 2 diabetes with reduction of HbA1c in correlation with the number of fasting days. Contrasting PREP with Non-PREP participants discovered better HbA1c and weight reduction in the former group even with equal number of fasting days. PREP participants performed more Taraweeh night prayers. The more the prayer nights the more decline of HbA1c and weight was observed. PREP improved perception and response to hypoglycemia with low-dosing of antidiabetic medications, especially insulin.
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Vincent BT, Stewart N. The case of muddled units in temporal discounting. Cognition 2020; 198:104203. [DOI: 10.1016/j.cognition.2020.104203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Revised: 12/20/2019] [Accepted: 01/23/2020] [Indexed: 10/25/2022]
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A further assessment of decision-making in anorexia nervosa. Eur Psychiatry 2020; 30:121-7. [DOI: 10.1016/j.eurpsy.2014.08.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2013] [Revised: 05/20/2014] [Accepted: 08/18/2014] [Indexed: 11/20/2022] Open
Abstract
AbstractObjective:Anorexia nervosa (AN) may be associated with impaired decision-making. Cognitive processes underlying this impairment remain unclear, mainly because previous assessments of this complex cognitive function were completed with a single test. Furthermore, clinical features such as mood status may impact this association. We aim to further explore the hypothesis of altered decision-making in AN.Method:Sixty-three adult women with AN and 49 female controls completed a clinical assessment and were assessed by three tasks related to decision-making [Iowa Gambling Task (IGT), Balloon Analogue Risk Task (BART), Probabilistic Reversal Learning Task (PRLT)].Results:People with AN had poorer performance on the IGT and made less risky choices on the BART, whereas performances were not different on PRLT. Notably, AN patients with a current major depressive disorder showed similar performance to those with no current major depressive disorder.Conclusion:These results tend to confirm an impaired decision making-process in people with AN and suggest that various cognitive processes such as inhibition to risk-taking or intolerance of uncertainty may underlie this condition Furthermore, these impairments seem unrelated to the potential co-occurent major depressive disorders.
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Strengthened Default Mode Network Activation During Delay Discounting in Adolescents with Anorexia Nervosa After Partial Weight Restoration: A Longitudinal fMRI Study. J Clin Med 2020; 9:jcm9040900. [PMID: 32218141 PMCID: PMC7230250 DOI: 10.3390/jcm9040900] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 03/17/2020] [Accepted: 03/21/2020] [Indexed: 02/06/2023] Open
Abstract
The capacity of patients with anorexia nervosa (AN) to resist food-based rewards is often assumed to reflect excessive self-control. Previous cross-sectional functional magnetic resonance imaging (fMRI) studies utilizing the delay discounting (DD) paradigm, an index of impulsivity and self-control, suggested altered neural efficiency of decision-making in acutely underweight patients (acAN) and a relative normalization in long-term, weight-recovered individuals with a history of AN (recAN). The current longitudinal study tested for changes in functional magnetic resonance imaging (fMRI) activation during DD associated with intensive weight restoration treatment. A predominately adolescent cohort of 22 female acAN patients (mean age—15.5 years) performed an established DD paradigm during fMRI at the beginning of hospitalization and again after partial weight restoration (≥12% body mass index (BMI) increase). Analyses investigated longitudinal changes in both reward valuation and executive decision-making processes. Additional exploratory analyses included comparisons with data acquired in aged-matched healthy controls (HC) as well as probes of functional connectivity between empirically identified nodes of the “task-positive” frontoparietal control network (FPN) and “task-negative” default-mode network (DMN). While treatment was not associated with changes in behavioral DD parameters or activation, specific to reward processing, deactivation of the DMN during decision-making was significantly less pronounced following partial weight restoration. Strengthened DMN activation during DD might reflect a relative relaxation of cognitive overcontrol or improved self-referential, decision-making. Together, our findings present further evidence that aberrant decision-making in AN might be remediable by treatment and, therefore, might constitute an acute effect rather than a core trait variable of the disorder.
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King JA, Bernardoni F, Geisler D, Ritschel F, Doose A, Pauligk S, Pásztor K, Weidner K, Roessner V, Smolka MN, Ehrlich S. Intact value-based decision-making during intertemporal choice in women with remitted anorexia nervosa? An fMRI study. J Psychiatry Neurosci 2020; 45:108-116. [PMID: 31595737 PMCID: PMC7828910 DOI: 10.1503/jpn.180252] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Extreme restrictive food choice in anorexia nervosa is thought to reflect excessive self-control and/or abnormal reward sensitivity. Studies using intertemporal choice paradigms have suggested an increased capacity to delay reward in anorexia nervosa, and this may explain an unusual ability to resist immediate temptation and override hunger in the long-term pursuit of thinness. It remains unclear, however, whether altered delay discounting in anorexia nervosa constitutes a state effect of acute illness or a trait marker observable after recovery. METHODS We repeated the analysis from our previous fMRI investigation of intertemporal choice in acutely underweight patients with anorexia nervosa in a sample of weight-recovered women with anorexia nervosa (n = 36) and age-matched healthy controls (n = 36) who participated in the same study protocol. Follow-up analyses explored functional connectivity separately in both the weight-recovered/healthy controls sample and the acute/healthy controls sample. RESULTS In contrast to our previous findings in acutely underweight patients with anorexia nervosa, we found no differences between weight-recovered patients with anorexia nervosa and healthy controls at either behavioural or neural levels. New analysis of data from the acute/healthy controls sample sample revealed increased coupling between dorsal anterior cingulate cortex and posterior brain regions as a function of decision difficulty, supporting the hypothesis of altered neural efficiency in the underweight state. LIMITATIONS This was a cross-sectional study, and the results may be task-specific. CONCLUSION Although our results underlined previous demonstrations of divergent temporal reward discounting in acutely underweight patients with anorexia nervosa, we found no evidence of alteration in patients with weight-recovered anorexia nervosa. Together, these findings suggest that impaired valuebased decision-making may not constitute a defining trait variable or “scar” of the disorder.
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Affiliation(s)
- Joseph A. King
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Fabio Bernardoni
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Daniel Geisler
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Franziska Ritschel
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Arne Doose
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Sophie Pauligk
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Konrad Pásztor
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Kerstin Weidner
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Veit Roessner
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Michael N. Smolka
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
| | - Stefan Ehrlich
- From the Division of Psychological and Social Medicine and Developmental Neuroscience, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (King, Bernardoni, Geisler, Ritschel, Doose, Pauligk, Pásztor, Ehrlich); the Translational Developmental Neuroscience Section, Eating Disorder Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Ritschel, Roessner, Ehrlich); the Department of Psychotherapy and Psychosomatic Medicine, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany (Weidner); and the Department of Psychiatry and Neuroimaging Center, Technische Universität Dresden, Dresden, Germany (Smolka)
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Deficits in response inhibition on varied levels of demand load in anorexia nervosa: an event-related potentials study. Eat Weight Disord 2020; 25:231-240. [PMID: 30168032 PMCID: PMC6997249 DOI: 10.1007/s40519-018-0558-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 07/30/2018] [Indexed: 10/28/2022] Open
Abstract
PURPOSE The aim of the present study was to investigate the executive function of inhibitory control in anorexia nervosa (AN), which is considered as an underlying pathophysiology of restricting eating. METHODS In this work, we examined the function of response inhibition in 27 unmedicated AN patients and 30 healthy controls (HC) using stop-signal tasks with different demand loads. Two event-related potentials (ERP) during the stop-signal tasks, N2 and P300, were compared between the AN and HC groups. RESULTS We found attenuated P300 amplitudes and delayed N2 latencies in AN patients across all three demand loads compared to HCs. We also found significant interaction between group and level of demand load. N2 latencies were prolonged when the inhibitory demand was lower in the AN group, whereas no differences in N2 latencies were found across different demand loads in HCs. CONCLUSIONS Taken together, altered P300 amplitudes and N2 latencies may be associated with impaired response inhibition in AN patients. In particular, alterations of fronto-central N2 activations were demand-related, which might contribute to an aberrant inhibitory control process in AN. LEVEL OF EVIDENCE Level II, controlled trial without randomization.
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Kekic M, McClelland J, Bartholdy S, Chamali R, Campbell IC, Schmidt U. Bad Things Come to Those Who Do Not Wait: Temporal Discounting Is Associated With Compulsive Overeating, Eating Disorder Psychopathology and Food Addiction. Front Psychiatry 2020; 10:978. [PMID: 32038324 PMCID: PMC6987464 DOI: 10.3389/fpsyt.2019.00978] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2019] [Accepted: 12/10/2019] [Indexed: 12/29/2022] Open
Abstract
The tendency to act on immediate pleasure-driven desires, due to the devaluation of future rewards [a process known as temporal discounting (TD)], has been associated with substance use disorders (SUD) and with conditions characterised by compulsive overeating. The study involved a large inclusive participant sample (i.e., no diagnostic or exclusion criteria were applied). They were recruited/assessed online and we investigated whether TD was related to compulsive overeating and associated problems. Participants [N = 432, (48 males)] completed an online survey, which included a hypothetical monetary TD task, the Eating Disorder Examination-Questionnaire (EDE-Q), the Yale Food Addiction Scale (YFAS) and the Depression Anxiety and Stress Scales (DASS). TD correlated with frequency of compulsive overeating and compensatory behaviours, with eating disorder psychopathology, with scores on the YFAS, and with body mass index (BMI). As our study shows that elevated rates of TD are associated with a range of behaviours/measures, we propose that it is more likely that elevated TD rates are a predisposing factor rather than a consequence of the behaviour, i.e., elevated rates of TD contribute to pathological eating-related behaviours; however, a bi-directional explanation is also possible. Future research should investigate whether interventions aimed at reducing TD have clinical potential for treating problematic eating behaviours.
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Affiliation(s)
| | | | | | | | | | - Ulrike Schmidt
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
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Evidence for a sex-specific contribution of polygenic load for anorexia nervosa to body weight and prefrontal brain structure in nonclinical individuals. Neuropsychopharmacology 2019; 44:2212-2219. [PMID: 31284291 PMCID: PMC6898345 DOI: 10.1038/s41386-019-0461-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 06/27/2019] [Accepted: 07/01/2019] [Indexed: 12/14/2022]
Abstract
Genetic predisposition and brain structural abnormalities have been shown to be involved in the biological underpinnings of anorexia nervosa (AN). Prefrontal brain regions are suggested to contribute through behavioral inhibition mechanisms to body weight. However, it is unknown if and to which extent biological correlates for AN might be present in individuals without clinical AN symptomatology. We therefore investigated the contribution of polygenic load for AN on body weight and prefrontal brain structure in a sample of n = 380 nonclinical individuals. A polygenic score (PGS) reflecting the individual genetic load for the trait of anorexia nervosa was calculated. Structural MRI data were acquired and preprocessed using the cortical parcellation stream of FreeSurfer. We observed a significant PGS × sex interaction effect on body mass index (BMI), which was driven by a negative correlation between PGS and BMI in female participants. Imaging analyses revealed significant interaction effects of sex × PGS on surface area of the lateral orbitofrontal cortex (OFC), the pars orbitalis (PO), the rostral middle frontal gyrus (RMF) and the pars triangularis (PT) of the left frontal cortex. The interaction effects were driven by positive correlations between PGS and prefrontal surface areas in female participants and negative correlations in male participants. We furthermore found sex-specific associations between BMI and left RMF surface area as well as between BMI and left PO and left RMF thickness. Our findings demonstrate a sex-specific association between polygenic load for AN, BMI, and prefrontal brain structure in nonclinical individuals. Hence, this study identifies structural abnormalities associated with polygenic load for AN and BMI in brain regions deeply involved in behavioral inhibition and impulse regulation as candidate brain regions for future research.
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Amlung M, Marsden E, Holshausen K, Morris V, Patel H, Vedelago L, Naish KR, Reed DD, McCabe RE. Delay Discounting as a Transdiagnostic Process in Psychiatric Disorders: A Meta-analysis. JAMA Psychiatry 2019; 76:1176-1186. [PMID: 31461131 PMCID: PMC6714026 DOI: 10.1001/jamapsychiatry.2019.2102] [Citation(s) in RCA: 197] [Impact Index Per Article: 39.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
IMPORTANCE Delay discounting is a behavioral economic index of impulsive preferences for smaller-immediate or larger-delayed rewards that is argued to be a transdiagnostic process across health conditions. Studies suggest some psychiatric disorders are associated with differences in discounting compared with controls, but null findings have also been reported. OBJECTIVE To conduct a meta-analysis of the published literature on delay discounting in people with psychiatric disorders. DATA SOURCES PubMed, MEDLINE, PsycInfo, Embase, and Web of Science databases were searched through December 10, 2018. The psychiatric keywords used were based on DSM-IV or DSM-5 diagnostic categories. Collected data were analyzed from December 10, 2018, through June 1, 2019. STUDY SELECTION Following a preregistered Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) protocol, 2 independent raters reviewed titles, abstracts, and full-text articles. English-language articles comparing monetary delay discounting between participants with psychiatric disorders and controls were included. DATA EXTRACTION AND SYNTHESIS Hedges g effect sizes were computed and random-effects models were used for all analyses. Heterogeneity statistics, one-study-removed analyses, and publication bias indices were also examined. MAIN OUTCOMES AND MEASURES Categorical comparisons of delay discounting between a psychiatric group and a control group. RESULTS The sample included 57 effect sizes from 43 studies across 8 diagnostic categories. Significantly steeper discounting for individuals with a psychiatric disorder compared with controls was observed for major depressive disorder (Hedges g = 0.37; P = .002; k = 7), schizophrenia (Hedges g = 0.46; P = .004; k = 12), borderline personality disorder (Hedges g = 0.60; P < .001; k = 8), bipolar disorder (Hedges g = 0.68; P < .001; k = 4), bulimia nervosa (Hedges g = 0.41; P = .001; k = 4), and binge-eating disorder (Hedges g = 0.34; P = .001; k = 7). In contrast, anorexia nervosa exhibited statistically significantly shallower discounting (Hedges g = -0.30; P < .001; k = 10). Modest evidence of publication bias was indicated by a statistically significant Egger test for schizophrenia and at the aggregate level across studies. CONCLUSIONS AND RELEVANCE Results of this study appear to provide empirical support for delay discounting as a transdiagnostic process across most of the psychiatric disorders examined; the literature search also revealed limited studies in some disorders, notably posttraumatic stress disorder, which is a priority area for research.
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Affiliation(s)
- Michael Amlung
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada,Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
| | - Emma Marsden
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada
| | - Katherine Holshausen
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada,Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
| | - Vanessa Morris
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada
| | - Herry Patel
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada
| | - Lana Vedelago
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada
| | - Katherine R. Naish
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada
| | - Derek D. Reed
- Department of Applied Behavioral Science, University of Kansas, Lawrence, Kansas,Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, Kansas
| | - Randi E. McCabe
- Peter Boris Centre for Addictions Research, St Joseph’s Healthcare Hamilton, McMaster University, Hamilton, Ontario, Canada,Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, Ontario, Canada
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43
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Verharen JPH, Danner UN, Schröder S, Aarts E, van Elburg AA, Adan RAH. Insensitivity to Losses: A Core Feature in Patients With Anorexia Nervosa? BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2019; 4:995-1003. [PMID: 31262707 DOI: 10.1016/j.bpsc.2019.05.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 05/02/2019] [Accepted: 05/02/2019] [Indexed: 12/31/2022]
Abstract
BACKGROUND Patients with anorexia nervosa (AN) demonstrate aberrations in choice behavior, including impairments in laboratory measures of decision making. Although a wealth of studies suggest that these aberrations arise from alterations in value processing, it remains unclear by which core component of value processing this is mediated. METHODS We fit trial-by-trial data of patients with AN (n = 60 first cohort, n = 216 second cohort) and healthy control participants (n = 55) performing the Iowa Gambling Task to a computational model based on prospect utility theory. We determined, per participant, the best-fit model parameters and compared these between the groups. RESULTS Analyses revealed a decreased estimate of model parameter λ in patients with AN, indicative of an attenuation of loss-aversive behavior in the Iowa Gambling Task. In comparison, measures of reward sensitivity, value-based learning, and exploration versus exploitation were unaltered in patients with AN. A measurement in a second independent cohort replicated the finding that loss aversion, typically observed in healthy individuals, is reduced in patients with AN. CONCLUSIONS We show that patients with AN, in contrast to healthy control participants, demonstrate reduced loss-aversive behavior. This finding provides important fundamental insights into the decision-making capacity of patients with AN, suggesting alterations in the mechanisms involved in value processing related to negative feedback.
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Affiliation(s)
- Jeroen P H Verharen
- Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Unna N Danner
- Department of Clinical Psychology, Utrecht University, Utrecht, The Netherlands; Altrecht Eating Disorders Rintveld, Zeist, The Netherlands
| | | | - Emmeke Aarts
- Department of Methodology and Statistics, Utrecht University, Utrecht, The Netherlands
| | - Annemarie A van Elburg
- Department of Clinical Psychology, Utrecht University, Utrecht, The Netherlands; Altrecht Eating Disorders Rintveld, Zeist, The Netherlands
| | - Roger A H Adan
- Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, The Netherlands; Altrecht Eating Disorders Rintveld, Zeist, The Netherlands; Institute of Physiology and Neuroscience, Sahlgrenska Academy at the University of Gothenburg, Gothenburg, Sweden.
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Hernandez CM, Orsini CA, Labiste CC, Wheeler AR, Ten Eyck TW, Bruner MM, Sahagian TJ, Harden SW, Frazier CJ, Setlow B, Bizon JL. Optogenetic dissection of basolateral amygdala contributions to intertemporal choice in young and aged rats. eLife 2019; 8:46174. [PMID: 31017572 PMCID: PMC6530979 DOI: 10.7554/elife.46174] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2019] [Accepted: 04/23/2019] [Indexed: 11/13/2022] Open
Abstract
Across species, aging is associated with an increased ability to choose delayed over immediate gratification. These experiments used young and aged rats to test the role of the basolateral amygdala (BLA) in intertemporal decision making. An optogenetic approach was used to inactivate the BLA in young and aged rats at discrete time points during choices between levers that yielded a small, immediate vs. a large, delayed food reward. BLA inactivation just prior to decisions attenuated impulsive choice in both young and aged rats. In contrast, inactivation during receipt of the small, immediate reward increased impulsive choice in young rats but had no effect in aged rats. BLA inactivation during the delay or intertrial interval had no effect at either age. These data demonstrate that the BLA plays multiple, temporally distinct roles during intertemporal choice, and show that the contribution of BLA to choice behavior changes across the lifespan.
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Affiliation(s)
- Caesar M Hernandez
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Caitlin A Orsini
- Department of Psychiatry, University of Florida, Gainesville, United States
| | - Chase C Labiste
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Alexa-Rae Wheeler
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Tyler W Ten Eyck
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Matthew M Bruner
- Department of Neuroscience, University of Florida, Gainesville, United States
| | - Todd J Sahagian
- Department of Pharmacodynamics, University of Florida, Gainesville, United States
| | - Scott W Harden
- Department of Pharmacodynamics, University of Florida, Gainesville, United States
| | - Charles J Frazier
- Department of Pharmacodynamics, University of Florida, Gainesville, United States
| | - Barry Setlow
- Department of Psychiatry, University of Florida, Gainesville, United States
| | - Jennifer L Bizon
- Department of Neuroscience, University of Florida, Gainesville, United States
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Vicario CM, Caruso V, Craparo G, Felmingham K. Time is overestimated in obesity: A cohort study. J Health Psychol 2019; 26:771-785. [PMID: 30990091 DOI: 10.1177/1359105319842937] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Food addiction and high impulsivity are common traits in obesity. In accordance with the evidence that time is overestimated in patients with a history of impulsivity and/or drug addiction, we tested the hypothesis that duration is overestimated in obesity. A total of 92 obese participants and 182 healthy controls completed a timing task of visual stimuli. In line with our prediction, obese participants overestimated the duration of the displayed visual stimuli than controls. Our result has potential clinical implications in the field of obesity, as it suggests a potential contribution of this cognitive dysfunction in the emergence and maintenance of obesity-related behaviour.
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46
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Lamanna J, Sulpizio S, Ferro M, Martoni R, Abutalebi J, Malgaroli A. Behavioral assessment of activity-based-anorexia: how cognition can become the drive wheel. Physiol Behav 2019; 202:1-7. [DOI: 10.1016/j.physbeh.2019.01.016] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 01/17/2019] [Accepted: 01/19/2019] [Indexed: 12/19/2022]
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Abstract
Anorexia nervosa and bulimia nervosa are characterized by severely restricted intake, binge eating, and compensatory behaviors like self-induced vomiting. The neurobiological underpinnings of these maladaptive behaviors are poorly understood, but the application of cognitive neuroscience and neuroimaging to eating disorders has begun to elucidate their pathophysiology. Specifically, this review focuses on 3 areas that suggest paths forward: reward, cognitive and behavioral control, and decision making. Understanding the brain-based mechanisms that promote and maintain these often chronic symptoms could guide the development of new and more effective treatments.
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48
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Lopez-Guzman S, Konova AB, Glimcher PW. Computational psychiatry of impulsivity and risk: how risk and time preferences interact in health and disease. Philos Trans R Soc Lond B Biol Sci 2019; 374:20180135. [PMID: 30966919 PMCID: PMC6335456 DOI: 10.1098/rstb.2018.0135] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2018] [Indexed: 12/11/2022] Open
Abstract
Choice impulsivity is an important subcomponent of the broader construct of impulsivity and is a key feature of many psychiatric disorders. Choice impulsivity is typically quantified as temporal discounting, a well-documented phenomenon in which a reward's subjective value diminishes as the delay to its delivery is increased. However, an individual's proclivity to-or more commonly aversion to- risk can influence nearly all of the standard experimental tools available for measuring temporal discounting. Despite this interaction, risk preference is a behaviourally and neurobiologically distinct construct that relates to the economic notion of utility or subjective value. In this opinion piece, we discuss the mathematical relationship between risk preferences and time preferences, their neural implementation, and propose ways that research in psychiatry could, and perhaps should, aim to account for this relationship experimentally to better understand choice impulsivity and its clinical implications. This article is part of the theme issue 'Risk taking and impulsive behaviour: fundamental discoveries, theoretical perspectives and clinical implications'.
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Affiliation(s)
- Silvia Lopez-Guzman
- Center for Neural Science, New York University, New York, NY 10003, USA
- Grupo de Investigación en Neurociencias (NeURos), Escuela de Medicina y Ciencias de la Salud, Universidad del Rosario, Bogotá 111221, Colombia
| | - Anna B. Konova
- Center for Neural Science, New York University, New York, NY 10003, USA
- Department of Psychiatry, University Behavioral Health Care (UBHC), and the Brain Health Institute, Rutgers University-New Brunswick, Piscataway, NJ 08854, USA
| | - Paul W. Glimcher
- Center for Neural Science, New York University, New York, NY 10003, USA
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49
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Abstract
The National Institute of Mental Health launched the Research Domain Criteria (RDoC) initiative to better understand dimensions of behavior and identify targets for treatment. Examining dimensions across psychiatric illnesses has proven challenging, as reliable behavioral paradigms that are known to engage specific neural circuits and translate across diagnostic populations are scarce. Delay discounting paradigms seem to be an exception: they are useful for understanding links between neural systems and behavior in healthy individuals, with potential for assessing how these mechanisms go awry in psychiatric illnesses. This article reviews relevant literature on delay discounting (or the rate at which the value of a reward decreases as the delay to receipt increases) in humans, including methods for examining it, its putative neural mechanisms, and its application in psychiatric research. There exist rigorous and reproducible paradigms to evaluate delay discounting, standard methods for calculating discount rate, and known neural systems probed by these paradigms. Abnormalities in discounting have been associated with psychopathology ranging from addiction (with steep discount rates indicating relative preference for immediate rewards) to anorexia nervosa (with shallow discount rates indicating preference for future rewards). The latest research suggests that delay discounting can be manipulated in the laboratory. Extensively studied in cognitive neuroscience, delay discounting assesses a dimension of behavior that is important for decision-making and is linked to neural substrates and to psychopathology. The question now is whether manipulating delay discounting can yield clinically significant changes in behavior that promote health. If so, then delay discounting could deliver on the RDoC promise.
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Affiliation(s)
- Karolina M Lempert
- Department of Psychology,University of Pennsylvania,Philadelphia, PA,USA
| | - Joanna E Steinglass
- Department of Psychiatry,Columbia University Medical Center,New York, NY,USA
| | - Anthony Pinto
- Department of Psychiatry,Columbia University Medical Center,New York, NY,USA
| | - Joseph W Kable
- Department of Psychology,University of Pennsylvania,Philadelphia, PA,USA
| | - Helen Blair Simpson
- Department of Psychiatry,Columbia University Medical Center,New York, NY,USA
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50
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Murray SB, Strober M, Craske MG, Griffiths S, Levinson CA, Strigo IA. Fear as a translational mechanism in the psychopathology of anorexia nervosa. Neurosci Biobehav Rev 2018; 95:383-395. [DOI: 10.1016/j.neubiorev.2018.10.013] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 10/11/2018] [Accepted: 10/22/2018] [Indexed: 12/30/2022]
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