Cognitive Flexibility in Hospitalized Patients with Severe or Extreme Anorexia Nervosa: A Case-Control Study
Abstract
:1. Introduction
2. Aims
3. Materials and Methods
3.1. Inclusion of Patients with Anorexia Nervosa
3.2. Inclusion of Healthy Control Participants (HCs)
3.3. Measurements
3.3.1. Clinical Assessment
3.3.2. Self-Report Assessment of Depression and Eating Disorder Symptoms
3.3.3. Wisconsin Card Sorting Test
3.4. Statistics
3.4.1. Primary Outcomes
3.4.2. Secondary Outcomes
3.4.3. Sample Size Calculation
3.5. Ethics
4. Results
4.1. Descriptive Characteristics
4.2. Performance Differences between Patients and Healthy Participants
5. Discussion
5.1. Strengths and Limitations
5.2. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Arcelus, J.; Mitchell, A.J.; Wales, J.; Nielsen, S. Mortality rates in patients with anorexia nervosa and other eating disorders. A meta-analysis of 36 studies. Arch. Gen. Psychiatry 2011, 68, 724–731. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- van Eeden, A.E.; van Hoeken, D.; Hoek, H.W. Incidence, Prevalence and Mortality of Anorexia Nervosa and Bulimia Nervosa. Curr. Opin. Psychiatry 2021, 34, 515. Available online: https://journals.lww.com/co-psychiatry/Fulltext/2021/11000/Incidence,_prevalence_and_mortality_of_anorexia.2.aspx (accessed on 10 April 2023). [PubMed]
- Galsworthy-Francis, L.; Allan, S. Cognitive Behavioural Therapy for anorexia nervosa: A systematic review. Clin. Psychol. Rev. 2014, 34, 54–72. [Google Scholar] [CrossRef] [PubMed]
- Touyz, S.; Grange, D.L.; Lacey, J.H.; Hay, P. Managing Severe and Enduring Anorexia Nervosa: A Clinician’s Guide; Routledge, Taylor & Francis Group: New York, NY, USA, 2016; Available online: https://books.google.dk/books?id=SzCBrgEACAAJ (accessed on 10 April 2023).
- American Psychiatric Association DSM-5 Task Force. Diagnostic and Statistical Manual of Mental Disorders: DSM-5, 5th ed.; American Psychiatric Publishing, Inc.: Washington, DC, USA, 2013. [Google Scholar] [CrossRef]
- World Health Organization. International Statistical Classification of Diseases and Related Health Problems, 11th ed.; WHO: Geneva, Switzerland, 2019; Available online: https://icd.who.int/ (accessed on 10 April 2023).
- Broomfield, C.; Stedal, K.; Touyz, S.; Rhodes, P. Labeling and defining severe and enduring anorexia nervosa: A systematic review and critical analysis. Int. J. Eat. Disord. 2017, 50, 611–623. [Google Scholar] [CrossRef]
- Baskaran, C.; Misra, M.; Klibanski, A. Effects of Anorexia Nervosa on the Endocrine System. Pediatr. Endocrinol. Rev. 2017, 14, 302–311. [Google Scholar] [CrossRef]
- Hemmingsen, S.D.; Wesselhoeft, R.; Lichtenstein, M.B.; Sjögren, J.M.; Støving, R.K. Cognitive improvement following weight gain in patients with anorexia nervosa: A systematic review. Eur. Eat. Disord. Rev. 2021, 29, 402–426. [Google Scholar] [CrossRef]
- Keys, A.; Brozek, J.; Henschel, A.; Mickelsen, O.; Taylor, H.L. The Biology of Human Starvation (2 Volumes); University of Minnesota Press: Minneapolis, MN, USA, 1950. [Google Scholar]
- Benau, E.M.; Makara, A.; Orloff, N.C.; Benner, E.; Serpell, L.; Timko, C.A. How Does Fasting Affect Cognition? An Updated Systematic Review (2013–2020). Curr. Nutr. Rep. 2021, 10, 376–390. [Google Scholar] [CrossRef]
- Calderoni, S.; Muratori, F.; Leggero, C.; Narzisi, A.; Apicella, F.; Balottin, U.; Carigi, T.; Maestro, S.; Fabbro, F.; Urgesi, C. Neuropsychological functioning in children and adolescents with restrictive-type anorexia nervosa: An in-depth investigation with NEPSY-II. J. Clin. Exp. Neuropsychol. 2013, 35, 167–179. [Google Scholar] [CrossRef]
- Abbate-Daga, G.; Buzzichelli, S.; Amianto, F.; Rocca, G.; Marzola, E.; McClintock, S.M.; Fassino, S. Cognitive flexibility in verbal and nonverbal domains and decision making in anorexia nervosa patients: A pilot study. BMC Psychiatry 2011, 11, 162. [Google Scholar] [CrossRef] [Green Version]
- Miles, S.; Gnatt, I.; Phillipou, A.; Nedeljkovic, M. Cognitive flexibility in acute anorexia nervosa and after recovery: A systematic review. Clin. Psychol. Rev. 2020, 81, 101905. [Google Scholar] [CrossRef]
- Steinglass, J.; Walsh, B.T. Habit learning and anorexia nervosa: A cognitive neuroscience hypothesis. Int. J. Eat. Disord. 2006, 39, 267–275. [Google Scholar] [CrossRef]
- Tchanturia, K.; Lloyd, S.; Lang, K. Cognitive remediation therapy for anorexia nervosa: Current evidence and future research directions. Int. J. Eat. Disord. 2013, 46, 492–495. [Google Scholar] [CrossRef]
- Abbate-Daga, G.; Amianto, F.; Delsedime, N.; De-Bacco, C.; Fassino, S. Resistance to treatment and change in anorexia nervosa [corrected]: A clinical overview. BMC Psychiatry 2013, 13, 294. [Google Scholar] [CrossRef] [Green Version]
- Holliday, J.; Tchanturia, K.; Landau, S.; Collier, D.; Treasure, J. Is impaired set-shifting an endophenotype of anorexia nervosa? Am. J. Psychiatry 2005, 162, 2269–2275. [Google Scholar] [CrossRef]
- Bodell, L.P.; Keel, P.K.; Brumm, M.C.; Akubuiro, A.; Caballero, J.; Tranel, D.; Hodis, B.; McCormick, L.M. Longitudinal examination of decision-making performance in anorexia nervosa: Before and after weight restoration. J. Psychiatr. Res. 2014, 56, 150–157. [Google Scholar] [CrossRef] [Green Version]
- Tchanturia, K.; Davies, H.; Roberts, M.; Harrison, A.; Nakazato, M.; Schmidt, U.; Treasure, J.; Morris, R. Poor cognitive flexibility in eating disorders: Examining the evidence using the Wisconsin Card Sorting Task. PLoS ONE 2012, 7, e28331. [Google Scholar] [CrossRef]
- Lang, K.; Treasure, J.; Tchanturia, K. Is inefficient cognitive processing in anorexia nervosa a familial trait? A neuropsychological pilot study of mothers of offspring with a diagnosis of anorexia nervosa. World J. Biol. Psychiatry 2016, 17, 258–265. [Google Scholar] [CrossRef]
- Westwood, H.; Stahl, D.; Mandy, W.; Tchanturia, K. The set-shifting profiles of anorexia nervosa and autism spectrum disorder using the Wisconsin Card Sorting Test: A systematic review and meta-analysis. Psychol. Med. 2016, 46, 1809–1827. [Google Scholar] [CrossRef] [Green Version]
- Andres-Perpina, S.; Lozano-Serra, E.; Puig, O.; Lera-Miguel, S.; Lazaro, L.; Castro-Fornieles, J. Clinical and biological correlates of adolescent anorexia nervosa with impaired cognitive profile. Eur. Child. Adolesc. Psychiatry 2011, 20, 541–549. [Google Scholar] [CrossRef]
- Bentz, M.; Jepsen, J.R.M.; Kjaersdam Telleus, G.; Moslet, U.; Pedersen, T.; Bulik, C.M.; Plessen, K.J. Neurocognitive functions and social functioning in young females with recent-onset anorexia nervosa and recovered individuals. J. Eat. Disord. 2017, 5, 5. [Google Scholar] [CrossRef] [Green Version]
- Dmitrzak-Weglarz, M.; Slopien, A.; Tyszkiewicz, M.; Rybakowski, F.; Rajewski, A.; Hauser, J. Polymorphisms of the SNAP-25 gene and performance on the Wisconsin Card Sorting Test in anorexia nervosa and in healthy adolescent participants. Arch. Psychiatry Psychother. 2011, 13, 43–51. Available online: http://ovidsp.ovid.com/ovidweb.cgi?T=JS&CSC=Y&NEWS=N&PAGE=fulltext&D=psyc8&AN=2012-08655-006 (accessed on 10 April 2023).
- Broomfield, C.; Stedal, K.; Touyz, S. The Neuropsychological Profile of Severe and Enduring Anorexia Nervosa: A Systematic Review. Front. Psychol. 2021, 12, 708536. [Google Scholar] [CrossRef] [PubMed]
- Cavedini, P.; Bassi, T.; Ubbiali, A.; Casolari, A.; Giordani, S.; Zorzi, C.; Bellodi, L. Neuropsychological investigation of decision-making in anorexia nervosa. Psychiatry Res. 2004, 127, 259–266. [Google Scholar] [CrossRef] [PubMed]
- Hemmingsen, S.D.; Jensen, N.A.; Larsen, P.V.; Sjögren, J.M.; Lichtenstein, M.B.; Støving, R.K. Cortisol, Depression, and Anxiety Levels Before and After Short-Term Intensive Nutritional Stabilization in Patients with Severe Anorexia Nervosa. Front. Psychiatry 2022, 13, 939225. [Google Scholar] [CrossRef] [PubMed]
- Hemmingsen, S.D.; Lichtenstein, M.B.; Hussain, A.A.; Sjögren, J.M.; Støving, R.K. Case report: Cognitive performance in an extreme case of anorexia nervosa with a body mass index of 7.7. BMC Psychiatry 2020, 20, 284. [Google Scholar] [CrossRef]
- Harris, P.A.; Taylor, R.; Thielke, R.; Payne, J.; Gonzalez, N.; Conde, J.G. Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support. J. Biomed. Inform. 2009, 42, 377–381. [Google Scholar] [CrossRef] [Green Version]
- World Health Organization. The ICD-10 International Statistical Classification of Diseases and Related Health Problems. 10th Revision, 5th ed.; World Health Organization: Geneva, Switzerland, 2016; Available online: https://icd.who.int/browse10/Content/statichtml/ICD10Volume2_en_2016.pdf (accessed on 10 April 2023).
- Beck, A.T.; Steer, R.A.; Brown, G.K. Manual for the Beck Depression Inventory (BDI-II); Psychological Corporation: San Antonio, TX, USA, 1996. [Google Scholar]
- Garner, D. Eating Disorder Inventory-3 (EDI-3) Professional Manual; Psychological Assessment Resources: Lutz, FL, USA, 2004; Volume 35. [Google Scholar]
- Fuss, S.; Trottier, K.; Carter, J. An investigation of the factor structure of the beck depression inventory-II in anorexia nervosa. Eur. Eat. Disord. Rev. 2015, 23, 43–50. [Google Scholar] [CrossRef]
- Clausen, L.; Rosenvinge, J.H.; Friborg, O.; Rokkedal, K. Validating the Eating Disorder Inventory-3 (EDI-3): A Comparison Between 561 Female Eating Disorders Patients and 878 Females from the General Population. J. Psychopathol. Behav. Assess. 2011, 33, 101–110. [Google Scholar] [CrossRef] [Green Version]
- Heaton, R.K.; Chelune, G.J.; Talley, J.L.; Kay, G.G.; Curtiss, G. Wisconsin Card Sorting Test Manual Revised and Expanded, 2nd ed.; Psychological Assessment Resources, Inc.: Lutz, FL, USA, 1993. [Google Scholar]
- Kopp, B.; Lange, F.; Steinke, A. The Reliability of the Wisconsin Card Sorting Test in Clinical Practice. Assessment 2021, 28, 248–263. [Google Scholar] [CrossRef]
- Konstantakopoulos, G.; Tchanturia, K.; Surguladze, S.A.; David, A.S. Insight in eating disorders: Clinical and cognitive correlates. Psychol. Med. 2011, 41, 1951–1961. [Google Scholar] [CrossRef]
- Perpina, C.; Segura, M.; Sanchez-Reales, S. Cognitive flexibility and decision-making in eating disorders and obesity. Eat. Weight Disord. 2017, 22, 435–444. [Google Scholar] [CrossRef]
- Abbate-Daga, G.; Buzzichelli, S.; Marzola, E.; Amianto, F.; Fassino, S. Clinical investigation of set-shifting subtypes in anorexia nervosa. Psychiatry Res. 2014, 219, 592–597. [Google Scholar] [CrossRef]
- Schmalbach, I.; Herhaus, B.; Pässler, S.; Runst, S.; Berth, H.; Wolff-Stephan, S.; Petrowski, K. Cortisol reactivity in patients with anorexia nervosa after stress induction. Transl. Psychiatry 2020, 10, 275. [Google Scholar] [CrossRef]
- Stedal, K.; Broomfield, C.; Hay, P.; Touyz, S.; Scherer, R. Neuropsychological functioning in adult anorexia nervosa: A meta-analysis. Neurosci. Biobehav. Rev. 2021, 130, 214–226. [Google Scholar] [CrossRef]
- Lezak, M.D.; Howieson, D.B.; Loring, D.W.; Fischer, J.S. Neuropsychological Assessment; Oxford University Press: New York, NY, USA, 2004. [Google Scholar]
- Abramovitch, A.; Cooperman, A. The cognitive neuropsychology of obsessive-compulsive disorder: A critical review. J. Obs. Compuls. Relat. Disord. 2015, 5, 24–36. [Google Scholar] [CrossRef]
- Seidel, M.; Brooker, H.; Lauenborg, K.; Wesnes, K.; Sjögren, M. Cognitive Function in Adults with Enduring Anorexia Nervosa. Nutrients 2021, 13, 859. [Google Scholar] [CrossRef]
- Sjögren, M.; Støving, R.K. Anorexia Nervosa: Reduction in Depression during Inpatient Treatment Is Closely Related to Reduction in Eating Disorder Psychopathology. J. Pers. Med. 2022, 12, 682. [Google Scholar] [CrossRef]
- Pollice, C.; Kaye, W.H.; Greeno, C.G.; Weltzin, T.E. Relationship of depression, anxiety, and obsessionality to state of illness in anorexia nervosa. Int. J. Eat. Disord. 1997, 21, 367–376. [Google Scholar] [CrossRef]
- Culpepper, L.; Lam, R.W.; McIntyre, R.S. Cognitive Impairment in Patients with Depression: Awareness, Assessment, and Management. J. Clin. Psychiatry 2017, 78, 1383–1394. [Google Scholar] [CrossRef]
- Miles, S.; Nedeljkovic, M.; Phillipou, A. Investigating differences in cognitive flexibility, clinical perfectionism, and eating disorder-specific rumination across anorexia nervosa illness states. Eat. Disord. 2023, 1–22. [Google Scholar] [CrossRef]
AN | HC | Groups Differences | |||
---|---|---|---|---|---|
n (%) | Mean (SD) | n (%) | Mean (SD) | p-Values | |
Total | 34 (100) | 34 (100) | |||
Sex | |||||
Female | 33 (97) | 33 (97) | |||
Age, years | 25.91 (7.53) | 23.15 (2.46) | 0.046 | ||
Education, years | 11.91 (2.23) | 13.71 (1.71) | <0.001 | ||
BMI, kg/m2 | 13.17 (2.15) | 22.84 (2.47) | <0.001 | ||
Questionnaires | |||||
BDI-II | 34.18 (10.85) | 5.82 (6.25) | <0.001 | ||
EDI-3 subscales | |||||
Drive for thinness | 18.88 (8.06) | 2.76 (3.84) | <0.001 | ||
Bulimia | 7.06 (8.06) | 2.41 (3.51) | 0.003 | ||
Body dissatisfaction | 27.35 (11.08) | 7.06 (7.10) | <0.001 | ||
Patient characteristics | |||||
Nadir BMI, kg/m2 | 12.11 (2.15) | ||||
Illness duration, years | 7.94 (6.24) | ||||
AN severity, DSM-5 categories | |||||
Severe (BMI ≧ 15) | 6 (18) | ||||
Extreme (BMI < 15) | 28 (82) | ||||
Diagnostic subtype | |||||
Restrictive | 20 (59) | ||||
Binge/purging | 14 (41) | ||||
Co-morbidity | |||||
None | 26 (76) | ||||
Obsessive compulsive disorder, personality disorder, or autism spectrum disorder | 8 (24) |
AN Mean (SD) | HC Mean (SD) | Adjusted Difference (95% CI) | p-Values | Cohen’s d | |
---|---|---|---|---|---|
Perseveration performance | |||||
Perseverative responses (%) a | 16.99 (15.33) | 10.28 (6.18) | −7.74 (−14.29–(−1.20)) | 0.021 * | 0.5741 |
Perseverative errors (%) a | 14.91 (11.71) | 9.66 (5.12) | −6.01 (−11.06–(−0.96)) | 0.020 * | 0.5809 |
General performance | |||||
Number of trials administered b | 98.38 (24.23) | 84.82 (20.10) | −17.22 (−29.29–(−5.14)) | 0.006 * | 0.6091 |
Total correct responses b | 69.03 (9.38) | 66.85 (6.39) | −3.71 (−8.16–0.73) | 0.100 | 0.2716 |
Errors (%) b | 30.91 (29.04) | 18.61 (11.90) | −13.39 (−25.90–(−0.88)) | 0.036 | 0.5543 |
Non-perseverative errors (%) b | 11.07 (7.48) | 8.80 (7.57) | −2.51 (−6.62–1.60) | 0.226 | 0.3017 |
Categories completed b | 4.85 (1.86) | 5.50 (1.44) | 1.13 (0.25–2.01) | 0.013 | −0.3908 |
Conceptual performance | |||||
Trials to complete first category b | 14.50 (6.99) | 17.71 (22.68) | 1.60 (−7.84–11.04) | 0.736 | −0.1913 |
Conceptual level responses (%) b | 64.63 (23.61) | 77.10 (17.78) | 14.67 (3.09–26.25) | 0.014 | −0.5967 |
Failure to maintain set b | 0.97 (1.95) | 0.29 (0.84) | −1.04 (−1.86–(−0.22)) | 0.014 | 0.4529 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Hemmingsen, S.D.; Daugaard, N.; Sjögren, M.; Lichtenstein, M.B.; Gudex, C.; Piil, F.; Støving, R.K. Cognitive Flexibility in Hospitalized Patients with Severe or Extreme Anorexia Nervosa: A Case-Control Study. J. Pers. Med. 2023, 13, 1000. https://doi.org/10.3390/jpm13061000
Hemmingsen SD, Daugaard N, Sjögren M, Lichtenstein MB, Gudex C, Piil F, Støving RK. Cognitive Flexibility in Hospitalized Patients with Severe or Extreme Anorexia Nervosa: A Case-Control Study. Journal of Personalized Medicine. 2023; 13(6):1000. https://doi.org/10.3390/jpm13061000
Chicago/Turabian StyleHemmingsen, Simone Daugaard, Nicolaj Daugaard, Magnus Sjögren, Mia Beck Lichtenstein, Claire Gudex, Frederikke Piil, and René Klinkby Støving. 2023. "Cognitive Flexibility in Hospitalized Patients with Severe or Extreme Anorexia Nervosa: A Case-Control Study" Journal of Personalized Medicine 13, no. 6: 1000. https://doi.org/10.3390/jpm13061000
APA StyleHemmingsen, S. D., Daugaard, N., Sjögren, M., Lichtenstein, M. B., Gudex, C., Piil, F., & Støving, R. K. (2023). Cognitive Flexibility in Hospitalized Patients with Severe or Extreme Anorexia Nervosa: A Case-Control Study. Journal of Personalized Medicine, 13(6), 1000. https://doi.org/10.3390/jpm13061000