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Impaired decision-making in symptomatic anorexia and bulimia nervosa patients: a meta-analysis

Published online by Cambridge University Press:  01 September 2015

S. Guillaume*
Affiliation:
Université Montpellier I & CHU Montpellier & Inserm, U1061, Montpellier, France
P. Gorwood
Affiliation:
CMME (Groupe Hospitalier Sainte-Anne), Université Paris Descartes, Paris, France INSERM U894, Centre of Psychiatry and Neurosciences, Paris 75014, France
F. Jollant
Affiliation:
Department of Psychiatry & Douglas Mental Health University Institute, McGill Group for Suicide Studies, McGill University, Montréal (Québec), Canada
F. Van den Eynde
Affiliation:
Department of Psychiatry & Douglas Mental Health University Institute, McGill University, Montréal (Québec), Canada
P. Courtet
Affiliation:
Université Montpellier I & CHU Montpellier & Inserm, U1061, Montpellier, France
S. Richard-Devantoy
Affiliation:
Department of Psychiatry & Douglas Mental Health University Institute, McGill Group for Suicide Studies, McGill University, Montréal (Québec), Canada Laboratoire de Psychologie des Pays de la Loire EA 4638, Université de Nantes et Angers, France
*
*Address for correspondence: S. Guillaume, Psychiatric Emergency and Post Emergency Department, Hospital Lapeyronie, Avenue Gaston Giraud, 34295 Montpellier cedex 5, France. (Email: [email protected])

Abstract

Background.

Impaired decision-making is a potential neurocognitive phenotype of eating disorders. It is therefore important to disentangle the decision-making deficits associated with the eating disorder subtypes and determine whether this putative impairment is a state or trait marker of the disease or more related to starvation. We systematically reviewed the literature on decision-making in eating disorders and conducted a meta-analysis to explore its role in anorexia nervosa (AN), bulimia nervosa (BN) and binge-eating disorder (BED).

Method.

A search of the Medline and EMBASE databases and article references was performed. A total of 23 studies (2044 participants) met the selection criteria. When the Iowa gambling task (IGT) was used in at least three of the studies, a meta-analysis was run.

Results.

IGT performance was significantly worse in patients with an eating disorder diagnosis (AN, BN or BED) compared with healthy controls, indicating that eating disorders have a negative effect on decision-making. Hedges’ g effect sizes were moderate to large (−0.72 in AN, −0.62 in BN, and −1.26 in BED). Recovered AN patients had IGT scores similar to those of healthy controls. Restrictive AN patients had significantly lower IGT net scores than purging AN patients, and both AN subtypes had worse performances than healthy controls. Age and body mass index did not explain results.

Conclusions.

Decision-making was significantly altered in patients with eating disorders. Poor decision-making was more pronounced during the acute phase than in the recovered state of AN. Nutritional status during the acute phase of the disease did not seem to influence decision-making skills.

Type
Review Article
Copyright
Copyright © Cambridge University Press 2015 

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References

Abbate-Daga, G, Buzzichelli, S, Amianto, F, Rocca, G, Marzola, E, McClintock, SM, Fassino, S (2011). Cognitive flexibility in verbal and nonverbal domains and decision making in anorexia nervosa patients: a pilot study. BMC Psychiatry 11, 162.Google Scholar
Adida, M, Jollant, F, Clark, L, Besnier, N, Guillaume, S, Kaladjian, A, Mazzola-Pomietto, P, Jeanningros, R, Goodwin, GM, Azorin, JM, Courtet, P (2011). Trait-related decision-making impairment in the three phases of bipolar disorder. Biological Psychiatry 70, 357365.CrossRefGoogle ScholarPubMed
Adoue, C, Jaussent, I, Olie, E, Beziat, S, Van den Eynde, F, Courtet, P, Guillaume, S (2015). A further assessment of decision-making in anorexia nervosa. European Psychiatry 30, 121127.CrossRefGoogle ScholarPubMed
Aloi, M, Rania, M, Caroleo, M, Bruni, A, Palmieri, A, Cauteruccio, M, De Fazio, P, Segura-Garcia, C (2015). Decision making, central coherence and set-shifting: a comparison between binge eating disorder, anorexia nervosa and healthy controls. BMC Psychiatry 15, 6.CrossRefGoogle ScholarPubMed
American Psychiatric Association (2000). Diagnostic and Statistical Manual of Mental Disorders, 4th edn, text rev. APA: Washington, DC.Google Scholar
Bischoff-Grethe, A, McCurdy, D, Grenesko-Stevens, E, Irvine, LE, Wagner, A, Yau, WY, Fennema-Notestine, C, Wierenga, CE, Fudge, JL, Delgado, MR, Kaye, WH (2013). Altered brain response to reward and punishment in adolescents with anorexia nervosa. Psychiatry Research 214, 331340.Google Scholar
Bodell, LP, Keel, PK, Brumm, MC, Akubuiro, A, Caballero, J, Tranel, D, Hodis, B, McCormick, LM (2014). Longitudinal examination of decision-making performance in anorexia nervosa: before and after weight restoration. Journal of Psychiatric Research 56, 150157.Google Scholar
Boeka, AG, Lokken, KL (2006). The Iowa gambling task as a measure of decision making in women with bulimia nervosa. Journal of the International Neuropsychological Society 12, 741745.Google Scholar
Boisseau, CL, Thompson-Brenner, H, Pratt, EM, Farchione, TJ, Barlow, DH (2013). The relationship between decision-making and perfectionism in obsessive–compulsive disorder and eating disorders. Journal of Behavior Therapy and Experimental Psychiatry 44, 316321.CrossRefGoogle ScholarPubMed
Bosanac, P, Kurlender, S, Stojanovska, L, Hallam, K, Norman, T, McGrath, C, Burrows, G, Wesnes, K, Manktelow, T, Olver, J (2007). Neuropsychological study of underweight and “weight-recovered” anorexia nervosa compared with bulimia nervosa and normal controls. International Journal of Eating Disorders 40, 613621.CrossRefGoogle ScholarPubMed
Bowman, CH, Evans, CE, Turnbull, OH (2005). Artificial time constraints on the Iowa gambling task: the effects on behavioural performance and subjective experience. Brain and Cognition 57, 2125.CrossRefGoogle ScholarPubMed
Brand, M, Franke-Sievert, C, Jacoby, GE, Markowitsch, HJ, Tuschen-Caffier, B (2007). Neuropsychological correlates of decision making in patients with bulimia nervosa. Neuropsychology 21, 742750.Google Scholar
Brevers, D, Bechara, A, Cleeremans, A, Kornreich, C, Verbanck, P, Noel, X (2014). Impaired decision-making under risk in individuals with alcohol dependence. Alcoholism: Clinical and Experimental Research 38, 19241931.CrossRefGoogle ScholarPubMed
Brogan, A, Hevey, D, O'Callaghan, G, Yoder, R, O'Shea, D (2011). Impaired decision making among morbidly obese adults. Journal of Psychosomatic Research 70, 189196.CrossRefGoogle ScholarPubMed
Cavedini, P, Bassi, T, Ubbiali, A, Casolari, A, Giordani, S, Zorzi, C, Bellodi, L (2004). Neuropsychological investigation of decision-making in anorexia nervosa. Psychiatry Research 127, 259266.Google Scholar
Cavedini, P, Zorzi, C, Bassi, T, Gorini, A, Baraldi, C, Ubbiali, A, Bellodi, L (2006). Decision-making functioning as a predictor of treatment outcome in anorexia nervosa. Psychiatry Research 145, 179187.Google Scholar
Chan, TW, Ahn, WY, Bates, JE, Busemeyer, JR, Guillaume, S, Redgrave, GW, Danner, UN, Courtet, P (2014). Differential impairments underlying decision making in anorexia nervosa and bulimia nervosa: a cognitive modeling analysis. International Journal of Eating Disorders 47, 157167.CrossRefGoogle ScholarPubMed
Cooper, H, Hedges, LV, Valentine, JC (2009). The Handbook of Research Synthesis and Meta-Analysis. Russell Sage Foundation Publications: New York.Google Scholar
Courtet, P, Gottesman, II, Jollant, F, Gould, TD (2011). The neuroscience of suicidal behaviors: what can we expect from endophenotype strategies? Translational Psychiatry 1, e7.CrossRefGoogle ScholarPubMed
Damasio, AR (1994). Descartes’ Error: Emotion, Reason, and the Human Brain. Penguin Books: New York.Google Scholar
Danner, UN, Evers, C, Sternheim, L, van Meer, F, van Elburg, AA, Geerets, TA, Breteler, LM, de Ridder, DT (2013). Influence of negative affect on choice behavior in individuals with binge eating pathology. Psychiatry Research 207, 100106.Google Scholar
Danner, UN, Ouwehand, C, van Haastert, NL, Hornsveld, H, de Ridder, DT (2012 a). Decision-making impairments in women with binge eating disorder in comparison with obese and normal weight women. European Eating Disorders Review 20, e56e62.Google Scholar
Danner, UN, Sanders, N, Smeets, PA, van Meer, F, Adan, RA, Hoek, HW, van Elburg, AA (2012 b). Neuropsychological weaknesses in anorexia nervosa: set-shifting, central coherence, and decision making in currently ill and recovered women. International Journal of Eating Disorders 45, 685694.CrossRefGoogle ScholarPubMed
Danner, UN, Sternheim, L, Evers, C (2014). The importance of distinguishing between the different eating disorders (sub)types when assessing emotion regulation strategies. Psychiatry Research 215, 727732.CrossRefGoogle ScholarPubMed
Davis, C, Patte, K, Curtis, C, Reid, C (2010). Immediate pleasures and future consequences. A neuropsychological study of binge eating and obesity. Appetite 54, 208213.CrossRefGoogle ScholarPubMed
Decker, JH, Figner, B, Steinglass, JE (2014). On weight and waiting: delay discounting in anorexia nervosa pretreatment and posttreatment. Biological Psychiatry. Published online 23 December 2014. doi:10.1016/j.biopsych.2014.12.016.Google ScholarPubMed
Dingemans, AE, Danner, UN, Donker, JM, Aardoom, JJ, van Meer, F, Tobias, K, van Elburg, AA, van Furth, EF (2014). The effectiveness of cognitive remediation therapy in patients with a severe or enduring eating disorder: a randomized controlled trial. Psychotherapy and Psychosomatics 83, 2936.Google Scholar
Egger, M, Davey Smith, G, Altman, D (2001). Systematic Reviews in Health Care: Meta-Analysis in Context. BMJ Publishing Group: London.Google Scholar
Egger, M, Davey Smith, G, Schneider, M, Minder, C (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ 315, 629634.Google Scholar
Fagundo, AB, de la Torre, R, Jimenez-Murcia, S, Aguera, Z, Granero, R, Tarrega, S, Botella, C, Banos, R, Fernandez-Real, JM, Rodriguez, R, Forcano, L, Fruhbeck, G, Gomez-Ambrosi, J, Tinahones, FJ, Fernandez-Garcia, JC, Casanueva, FF, Fernandez-Aranda, F (2012). Executive functions profile in extreme eating/weight conditions: from anorexia nervosa to obesity. PLOS ONE 7, e43382.Google Scholar
Fornasari, L, Gregoraci, G, Isola, M, Laura Negri, GA, Rambaldelli, G, Cremaschi, S, Faleschini, L, Canalaz, F, Perini, L, Balestrieri, M, Fabbro, F, Brambilla, P (2014). Psychopathological and personality traits underlie decision making in recent onset medication naive anorexia nervosa: a pilot study. Psychiatry Research 216, 8996.Google Scholar
Galimberti, E, Fadda, E, Cavallini, MC, Martoni, RM, Erzegovesi, S, Bellodi, L (2013). Executive functioning in anorexia nervosa patients and their unaffected relatives. Psychiatry Research 208, 238244.CrossRefGoogle ScholarPubMed
Garrido, I, Subirá, S (2013). Decision-making and impulsivity in eating disorder patients. Psychiatry Research 207, 107112.Google Scholar
Glascher, J, Adolphs, R, Damasio, H, Bechara, A, Rudrauf, D, Calamia, M, Paul, LK, Tranel, D (2012). Lesion mapping of cognitive control and value-based decision making in the prefrontal cortex. Proceedings of the National Academy of Sciences of the USA 109, 1468114686.Google Scholar
Goschke, T (2014). Dysfunctions of decision-making and cognitive control as transdiagnostic mechanisms of mental disorders: advances, gaps, and needs in current research. International Journal of Methods in Psychiatric Research 23 (Suppl. 1), 4157.Google Scholar
Guillaume, S, Sang, CN, Jaussent, I, Raingeard, I, Bringer, J, Jollant, F, Courtet, P (2010). Is decision making really impaired in eating disorders? Neuropsychology 24, 808812.Google Scholar
Hedges, LV, Olkin, I (1985). Statistical Methods for Meta-analysis. Academic Press: London.Google Scholar
Kane, MJ, Engle, RW (2002). The role of prefrontal cortex in working-memory capacity, executive attention, and general fluid intelligence: an individual-differences perspective. Psychonomic Bulletin and Review 9, 637671.Google Scholar
Kaye, WH, Wierenga, CE, Bailer, UF, Simmons, AN, Wagner, A, Bischoff-Grethe, A (2013). Does a shared neurobiology for foods and drugs of abuse contribute to extremes of food ingestion in anorexia and bulimia nervosa? Biological Psychiatry 73, 836842.CrossRefGoogle ScholarPubMed
Keys, A, Brožek, J, Henschel, A, Mickelsen, O, Taylor, H (1950). The Biology of Human Starvation, vols I–II. University of Minnesota Press: Minneapolis, MN.Google Scholar
Lang, K, Lopez, C, Stahl, D, Tchanturia, K, Treasure, J (2014 a). Central coherence in eating disorders: an updated systematic review and meta-analysis. World Journal of Biological Psychiatry 15, 586598.Google Scholar
Lang, K, Stahl, D, Espie, J, Treasure, J, Tchanturia, K (2014 b). Set shifting in children and adolescents with anorexia nervosa: an exploratory systematic review and meta-analysis. International Journal of Eating Disorders 47, 394399.CrossRefGoogle ScholarPubMed
Liao, PC, Uher, R, Lawrence, N, Treasure, J, Schmidt, U, Campbell, IC, Collier, DA, Tchanturia, K (2009). An examination of decision making in bulimia nervosa. Journal of Clinical and Experimental Neuropsychology 31, 455461.Google Scholar
Lindner, SE, Fichter, MM, Quadflieg, N (2012). Decision-making and planning in full recovery of anorexia nervosa. International Journal of Eating Disorders 45, 866875.Google Scholar
Lock, J, Garrett, A, Beenhakker, J, Reiss, AL (2011). Aberrant brain activation during a response inhibition task in adolescent eating disorder subtypes. American Journal of Psychiatry 168, 5564.Google Scholar
Matsumoto, J, Hirano, Y, Numata, N, Matzuzawa, D, Murano, S, Yokote, K, Iyo, M, Shimizu, E, Nakazato, M (2015). Comparison in decision-making between bulimia nervosa, anorexia nervosa, and healthy women: influence of mood status and pathological eating concerns. Journal of Eating Disorders 3, 14.Google Scholar
McDowd, JM, Oseas-Kreger, DM, Filion, DL (1995). Inhibitory processes in cognition and aging. In Interference and Inhibition in Cognition (ed. Dempster, F. N. and Brainerd, C. J.), pp. 363397. Academic Press: San Diego, CA.Google Scholar
Milham, MP, Erickson, KI, Banich, MT, Kramer, AF, Webb, A, Wszalek, T, Cohen, NJ (2002). Attentional control in the aging brain: insights from an fMRI study of the Stroop task. Brain and Cognition 49, 277296.Google Scholar
Mole, TB, Irvine, MA, Worbe, Y, Collins, P, Mitchell, SP, Bolton, S, Harrison, NA, Robbins, TW, Voon, V (2015). Impulsivity in disorders of food and drug misuse. Psychological Medicine 45, 771782.Google Scholar
Muller, A, Brandl, C, Kiunke, W, Georgiadou, E, Horbach, T, Kohler, H, de Zwaan, M (2014). Food-independent tendency to disadvantageous decisions in obese individuals with regular binge eating. Comprehensive Psychiatry 55, 6470.Google Scholar
Noonan, MP, Walton, ME, Behrens, TE, Sallet, J, Buckley, MJ, Rushworth, MF (2010). Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex. Proceedings of the National Academy of Sciences of the USA 107, 2054720552.CrossRefGoogle ScholarPubMed
Peat, C, Mitchell, JE, Hoek, HW, Wonderlich, SA (2009). Validity and utility of subtyping anorexia nervosa. International Journal of Eating Disorders 42, 590594.Google Scholar
Petticrew, M, Roberts, H (2006). Systematic Reviews in the Social Sciences: A Practical Guide. Blackwell: Oxford.Google Scholar
Richard-Devantoy, S, Berlim, MT, Jollant, F (2013). A meta-analysis of neuropsychological markers of vulnerability to suicidal behavior in mood disorders. Psychological Medicine 44, 16631673.Google Scholar
Riley, RD, Higgins, JP, Deeks, JJ (2011). Interpretation of random effects meta-analyses. BMJ 342, d549.Google Scholar
Ritschel, F, King, JA, Geisler, D, Flohr, L, Neidel, F, Boehm, I, Seidel, M, Zwipp, J, Ripke, S, Smolka, MN, Roessner, V, Ehrlich, S (2015). Temporal delay discounting in acutely ill and weight-recovered patients with anorexia nervosa. Psychological Medicine 45, 12291239.Google Scholar
Roberts, ME, Tchanturia, K, Stahl, D, Southgate, L, Treasure, J (2007). A systematic review and meta-analysis of set-shifting ability in eating disorders. Psychological Medicine 37, 10751084.Google Scholar
Rosenthal, R (1979). The file drawer problem and tolerance for null results. Psychological Bulletin 86, 638641.CrossRefGoogle Scholar
Sedgwick, P (2015). Meta-analysis: testing for reporting bias. BMJ 350, g7857.Google Scholar
Steiger, H, Bruce, KR (2007). Phenotypes, endophenotypes, and genotypes in bulimia spectrum eating disorders. Canadian Journal of Psychiatry 52, 220227.Google Scholar
Steinglass, JE, Figner, B, Berkowitz, S, Simpson, HB, Weber, EU, Walsh, BT (2012). Increased capacity to delay reward in anorexia nervosa. Journal of the International Neuropsychological Society 18, 773780.Google Scholar
Svaldi, J, Brand, M, Tuschen-Caffier, B (2010). Decision-making impairments in women with binge eating disorder. Appetite 54, 8492.Google Scholar
Tchanturia, K, Doris, E, Fleming, C (2014). Effectiveness of Cognitive Remediation and Emotion Skills Training (CREST) for anorexia nervosa in group format: a naturalistic pilot study. European Eating Disorders Review 22, 200205.Google Scholar
Tchanturia, K, Liao, PC, Forcano, L, Fernandez-Aranda, F, Uher, R, Treasure, J, Schmidt, U, Penelo, E, Granero, R, Jimenez-Murcia, S, Sanchez, I, Campbell, IC (2012). Poor decision making in male patients with anorexia nervosa. European Eating Disorders Review 20, 169173.Google Scholar
Tchanturia, K, Liao, PC, Uher, R, Lawrence, N, Treasure, J, Campbell, IC (2007). An investigation of decision making in anorexia nervosa using the Iowa gambling task and skin conductance measurements. Journal of the International Neuropsychological Society 13, 635641.Google Scholar
Treasure, J, Claudino, AM, Zucker, N (2010). Eating disorders. Lancet 375, 583593.Google Scholar
Van den Eynde, F, Guillaume, S, Broadbent, H, Stahl, D, Campbell, IC, Schmidt, U, Tchanturia, K (2011). Neurocognition in bulimic eating disorders: a systematic review. Acta Psychiatrica Scandinavica 124, 120140.Google Scholar
Van den Eynde, F, Samarawickrema, N, Kenyon, M, DeJong, H, Lavender, A, Startup, H, Schmidt, U (2012). A study of neurocognition in bulimia nervosa and eating disorder not otherwise specified-bulimia type. Journal of Clinical and Experimental Neuropsychology 34, 6777.CrossRefGoogle Scholar
Von Elm, E, Altman, DG, Egger, M, Pocock, SJ, Gøtzsche, PC, Vandenbroucke, JP, STROBE Initiative (2008). The Strengthening the Reporting of Observational Studies in Epidemiology [STROBE] statement: guidelines for reporting observational studies. Journal of Clinical Epidemiology 61, 344349.Google Scholar
Wagner, A, Aizenstein, H, Venkatraman, VK, Fudge, J, May, JC, Mazurkewicz, L, Frank, GK, Bailer, UF, Fischer, L, Nguyen, V, Carter, C, Putnam, K, Kaye, WH (2007). Altered reward processing in women recovered from anorexia nervosa. American Journal of Psychiatry 164, 18421849.Google Scholar
Walton, ME, Behrens, TE, Buckley, MJ, Rudebeck, PH, Rushworth, MF (2010). Separable learning systems in the macaque brain and the role of orbitofrontal cortex in contingent learning. Neuron 65, 927939.Google Scholar
Waxman, SE (2009). A systematic review of impulsivity in eating disorders. European Eating Disorders Review 17, 408425.Google Scholar
Wierenga, CE, Bischoff-Grethe, A, Melrose, AJ, Irvine, Z, Torres, L, Bailer, UF, Simmons, A, Fudge, JL, McClure, SM, Ely, A, Kaye, WH (2015). Hunger does not motivate reward in women remitted from anorexia nervosa. Biological Psychiatry 77, 642652.Google Scholar
Wu, M, Giel, KE, Skunde, M, Schag, K, Rudofsky, G, de Zwaan, M, Zipfel, S, Herzog, W, Friederich, HC (2013). Inhibitory control and decision making under risk in bulimia nervosa and binge-eating disorder. International Journal of Eating Disorders 46, 721728.Google Scholar
Zink, CF, Weinberger, DR (2010). Cracking the moody brain: the rewards of self starvation. Nature Medicine 16, 13821383.Google Scholar
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