Hostname: page-component-7479d7b7d-qlrfm Total loading time: 0 Render date: 2024-07-09T03:42:06.109Z Has data issue: false hasContentIssue false

The natural course of binge-eating disorder: findings from a prospective, community-based study of adults

Published online by Cambridge University Press:  28 May 2024

Kristin N. Javaras*
Affiliation:
McLean Hospital, Belmont, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
Victoria F. Franco
Affiliation:
McLean Hospital, Belmont, MA, USA
Boyu Ren
Affiliation:
McLean Hospital, Belmont, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
Cynthia M. Bulik
Affiliation:
Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
Scott J. Crow
Affiliation:
Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA Accanto Health, Saint Paul, MN, USA
Susan L. McElroy
Affiliation:
Lindner Center of HOPE, Mason, OH, USA Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH, USA
Harrison G. Pope Jr
Affiliation:
McLean Hospital, Belmont, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
James I. Hudson
Affiliation:
McLean Hospital, Belmont, MA, USA Department of Psychiatry, Harvard Medical School, Boston, MA, USA
*
Corresponding author: Kristin N. Javaras; Email: [email protected]

Abstract

Background

Epidemiological data offer conflicting views of the natural course of binge-eating disorder (BED), with large retrospective studies suggesting a protracted course and small prospective studies suggesting a briefer duration. We thus examined changes in BED diagnostic status in a prospective, community-based study that was larger and more representative with respect to sex, age of onset, and body mass index (BMI) than prior multi-year prospective studies.

Methods

Probands and relatives with current DSM-IV BED (n = 156) from a family study of BED (‘baseline’) were selected for follow-up at 2.5 and 5 years. Probands were required to have BMI > 25 (women) or >27 (men). Diagnostic interviews and questionnaires were administered at all timepoints.

Results

Of participants with follow-up data (n = 137), 78.1% were female, and 11.7% and 88.3% reported identifying as Black and White, respectively. At baseline, their mean age was 47.2 years, and mean BMI was 36.1. At 2.5 (and 5) years, 61.3% (45.7%), 23.4% (32.6%), and 15.3% (21.7%) of assessed participants exhibited full, sub-threshold, and no BED, respectively. No participants displayed anorexia or bulimia nervosa at follow-up timepoints. Median time to remission (i.e. no BED) exceeded 60 months, and median time to relapse (i.e. sub-threshold or full BED) after remission was 30 months. Two classes of machine learning methods did not consistently outperform random guessing at predicting time to remission from baseline demographic and clinical variables.

Conclusions

Among community-based adults with higher BMI, BED improves with time, but full remission often takes many years, and relapse is common.

Type
Original Article
Copyright
Copyright © The Author(s), 2024. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Agras, W. S., Crow, S., Mitchell, J. E., Halmi, K. A., & Bryson, S. (2009). A 4-year prospective study of eating disorder NOS compared with full eating disorder syndromes. International Journal of Eating Disorders, 42, 565570. doi: 10.1002/eat.20708CrossRefGoogle ScholarPubMed
Allen, K. L., Byrne, S. M., Oddy, W. H., & Crosby, R. D. (2013). Early onset binge eating and purging eating disorders: Course and outcome in a population-based study of adolescents. Journal of Abnormal Child Psychology, 41, 10831096. doi: 10.1007/s10802-013-9747-7Google Scholar
Bardone-Cone, A. M., Harney, M. B., Maldonado, C. R., Lawson, M. A., Robinson, D. P., Smith, R., & Tosh, A. (2010). Defining recovery from an eating disorder: Conceptualization, validation, and examination of psychosocial functioning and psychiatric comorbidity. Behaviour Research and Therapy, 48, 194202. doi: 10.1016/j.brat.2009.11.001CrossRefGoogle ScholarPubMed
Brown, T., Klein, K., & Keel, P. K. (2015). The “natural” course of eating disorders. In Smolak, L. & Levine, M. P. (Eds.), The wiley handbook of eating disorders (1st ed., pp. 757769). Chichester, UK: Wiley. doi: 10.1002/9781118574089.ch55CrossRefGoogle Scholar
Cachelin, F. M., Striegel-Moore, R. H., Elder, K. A., Pike, K. M., Wilfley, D. E., & Fairburn, C. G. (1999). Natural course of a community sample of women with binge eating disorder. International Journal of Eating Disorders, 25, 4554. doi: 10.1002/(SICI)1098-108X(199901)25:1<45::AID-EAT6>3.0.CO;2-3Google ScholarPubMed
Coffino, J. A., Udo, T., & Grilo, C. M. (2019). Rates of help-seeking in US adults with lifetime DSM-5 eating disorders: Prevalence across diagnoses and differences by sex and ethnicity/race. Mayo Clinic Proceedings, 94, 14151426. doi: 10.1016/j.mayocp.2019.02.030CrossRefGoogle ScholarPubMed
Deal, L. S., Wirth, R. J., Gasior, M., Herman, B. K., & McElroy, S. L. (2015). Validation of the Yale-Brown obsessive compulsive scale modified for binge eating. International Journal of Eating Disorders, 48, 9941004. doi: 10.1002/eat.22407CrossRefGoogle ScholarPubMed
Diemer, E. W., Hudson, J. I., & Javaras, K. N. (2021). More (adjustment) is not always better: How directed acyclic graphs can help researchers decide which covariates to include in models for the causal relationship between an exposure and an outcome in observational research. Psychotherapy and Psychosomatics, 90, 289298. doi: 10.1159/000517104CrossRefGoogle ScholarPubMed
Eddy, K. T., Murray, H. B., Thomas, J. J. (2015). Longitudinal Interval Follow-Up Evaluation Eating and Feeding Disorders Version 3. (LIFE-EAT 3). Adapted from Keller et al., 1987.Google Scholar
Fairburn, C. G., Cooper, Z., Doll, H. A., Norman, P., & O'Connor, M. (2000). The natural course of bulimia nervosa and binge eating disorder in young women. Archives of General Psychiatry, 57, 659665. doi: 10.1001/archpsyc.57.7.659CrossRefGoogle ScholarPubMed
Feltner, C., Peat, C., Reddy, S., Riley, S., Berkman, N., Middleton, J. C., … Jonas, D. E. (2022). Screening for eating disorders in adolescents and adults: Evidence report and systematic review for the US preventive services task force. JAMA, 327, 10681082. doi: 10.1001/jama.2022.1807Google ScholarPubMed
Fichter, M. M., Quadflieg, N., & Gnutzmann, A. (1998). Binge eating disorder: Treatment outcome over a 6-year course. Journal of Psychosomatic Research, 44, 385405. doi: 10.1016/S0022-3999(97)00263-8Google Scholar
First, M. B., Spitzer, R. L., Gibbons, M., & Williams, J. B. W. (2001). Structured clinical interview for axis I DSM-IV disorders. New York: New York State Psychiatric Institute.Google Scholar
Forrest, L. N., Ivezaj, V., & Grilo, C. M. (2023). Machine learning v. Traditional regression models predicting treatment outcomes for binge-eating disorder from a randomized controlled trial. Psychological Medicine, 53, 27772788. doi: 10.1017/S0033291721004748Google ScholarPubMed
Forrest, L. N., Jacobucci, R. C., & Grilo, C. M. (2022). Empirically determined severity levels for binge-eating disorder outperform existing severity classification schemes. Psychological Medicine, 52, 685695. doi: 10.1017/S0033291720002287CrossRefGoogle ScholarPubMed
Garner, D. (1991). Eating disorder inventory-2. Odessa, FL: Psychological Assessment Resources.Google Scholar
Glazer, K. B., Sonneville, K. R., Micali, N., Swanson, S. A., Crosby, R., Horton, N. J., … Field, A. E. (2019). The course of eating disorders involving bingeing and purging among adolescent girls: Prevalence, stability, and transitions. Journal of Adolescent Health, 64, 165171. doi: 10.1016/j.jadohealth.2018.09.023CrossRefGoogle ScholarPubMed
Goel, N. J., Mathis, K. J., Egbert, A. H., Petterway, F., Breithaupt, L., Eddy, K. T., … Graham, A. K. (2022). Accountability in promoting representation of historically marginalized racial and ethnic populations in the eating disorders field: A call to action. The International Journal of Eating Disorders, 55, 463469.CrossRefGoogle Scholar
Gormally, J., Black, S., Daston, S., & Rardin, D. (1982). The assessment of binge eating severity among obese persons. Addictive Behaviors, 7, 4755. doi: 10.1016/0306-4603(82)90024-7Google ScholarPubMed
Hay, P., Ghabrial, B., Mannan, H., Conti, J., Gonzalez-Chica, D., Stocks, N., … Touyz, S. (2020). General practitioner and mental healthcare use in a community sample of people with diagnostic threshold symptoms of bulimia nervosa, binge-eating disorder, and other eating disorders. International Journal of Eating Disorders, 53, 6168. doi: 10.1002/eat.23174CrossRefGoogle Scholar
Hilbert, A., Bishop, M. E., Stein, R. I., Tanofsky-Kraff, M., Swenson, A. K., Welch, R. R., & Wilfley, D. E. (2012). Long-term efficacy of psychological treatments for binge eating disorder. The British Journal of Psychiatry, 200, 232237. doi: 10.1192/bjp.bp.110.089664CrossRefGoogle ScholarPubMed
Hudson, J. I., Coit, C. E., Lalonde, J. K., & Pope, H. G. Jr. (2012). By how much will the proposed new DSM-5 criteria increase the prevalence of binge eating disorder? International Journal of Eating Disorders, 45, 139141. doi: 10.1002/eat.20890CrossRefGoogle ScholarPubMed
Hudson, J. I., Hiripi, E., Pope, H. G. Jr.,, & Kessler, R. C. (2007). The prevalence and correlates of eating disorders in the national comorbidity survey replication. Biological Psychiatry, 61, 348358. doi:10.1016/j.biopsych.2006.03.040CrossRefGoogle ScholarPubMed
Hudson, J. I., Hudson, Y., Kanayama, G., Schnabel, J., Javaras, K. N., Kaufman, M. J., … Pope, H. G. Jr., (2023). Causal factors in childhood and adolescence leading to anabolic-androgenic steroid use: A machine learning approach. Drug and Alcohol Dependence Reports, 10, 100215. doi: 10.1016/j.dadr.2023.100215CrossRefGoogle ScholarPubMed
Hudson, J. I., Lalonde, J. K., Berry, J. M., Pindyck, L. J., Bulik, C. M., Crow, S. J., … Pope, H. G. Jr., (2006). Binge-eating disorder as a distinct familial phenotype in obese individuals. Archives of General Psychiatry, 63, 313319. doi: 10.1001/archpsyc.63.3.313CrossRefGoogle ScholarPubMed
Hudson, J. I., Lalonde, J. K., Coit, C. E., Tsuang, M. T., McElroy, S. L., Crow, S. J., … Pope, H. G. Jr., (2010). Longitudinal study of the diagnosis of components of the metabolic syndrome in individuals with binge-eating disorder. The American Journal of Clinical Nutrition, 91, 15681573. doi: 10.3945/ajcn.2010.29203CrossRefGoogle ScholarPubMed
Hudson, J. I., McElroy, S. L., Ferreira-Cornwell, M. C., Radewonuk, J., & Gasior, M. (2017). Efficacy of lisdexamfetamine in adults with moderate to severe binge-eating disorder: A randomized clinical trial. JAMA Psychiatry, 74, 903910. doi: 10.1001/jamapsychiatry.2017.1889CrossRefGoogle ScholarPubMed
Javaras, K. N., Laird, N. M., Reichborn-Kjennerud, T., Bulik, C. M., Pope, H. G. Jr., & Hudson, J. I. (2008a). Familiality and heritability of binge eating disorder: Results of a case-control family study and a twin study. International Journal of Eating Disorders, 41, 174179. doi: 10.1002/eat.20484CrossRefGoogle Scholar
Javaras, K. N., Pope, H. G. Jr., Lalonde, J. K., Roberts, J. L., Nillni, Y. I., Laird, N. M., … Hudson, J. I. (2008b). Co-occurrence of binge eating disorder with psychiatric and medical disorders. The Journal of Clinical Psychiatry, 69, 266273. doi: 10.4088/JCP.v69n0213CrossRefGoogle ScholarPubMed
Keski-Rahkonen, A. (2021). Epidemiology of binge eating disorder: Prevalence, course, comorbidity, and risk factors. Current Opinion in Psychiatry, 34, 525531. doi: 10.1097/YCO.0000000000000750Google ScholarPubMed
Kessler, R., Berglund, P., Chiu, W., Deitz, A., Hudson, J., Shahly, V., … Xavier, M. (2013). The prevalence and correlates of binge eating disorder in the World Health Organization World Mental Health Surveys. Biological Psychiatry, 73, 904914. doi: 10.1016/j.biopsych.2012.11.020Google ScholarPubMed
Knoph, C., Von Holle, A., Zerwas, S., Torgersen, L., Tambs, K., Stoltenberg, C., … Reichborn-Kjennerud, T. (2013). Course and predictors of maternal eating disorders in the postpartum period. International Journal of Eating Disorders, 46, 355368. doi: 10.1002/eat.22088CrossRefGoogle ScholarPubMed
Marshall, A., Altman, D. G., Holder, R. L., & Royston, P. (2009). Combining estimates of interest in prognostic modelling studies after multiple imputation: Current practice and guidelines. BMC Medical Research Methodology, 9, 57. doi: 10.1186/1471-2288-9-57CrossRefGoogle ScholarPubMed
McElroy, S. L., Hudson, J., Ferreira-Cornwell, M. C., Radewonuk, J., Whitaker, T., & Gasior, M. (2016). Lisdexamfetamine dimesylate for adults with moderate to severe binge eating disorder: Results of two pivotal phase 3 randomized controlled trials. Neuropsychopharmacology, 41, 12511260. doi: 10.1038/npp.2015.275CrossRefGoogle ScholarPubMed
Moessner, M., & Bauer, S. (2017). Maximizing the public health impact of eating disorder services: A simulation study. International Journal of Eating Disorders, 50, 13781384. doi: 10.1002/eat.22792CrossRefGoogle ScholarPubMed
Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995). Factor structure of the barratt impulsiveness scale. Journal of Clinical Psychology, 51, 768774. doi: 10.1002/1097-4679(199511)51:6<768::AID-JCLP2270510607>3.0.CO;2-1Google ScholarPubMed
Pope, H. G. Jr.,, Lalonde, J. K., Pindyck, L. J., Walsh, T., Bulik, C. M., Crow, S. J., … Hudson, J. I. (2006). Binge eating disorder: A stable syndrome. American Journal of Psychiatry, 163, 21812183. doi: 10.1176/ajp.2006.163.12.2181CrossRefGoogle ScholarPubMed
Rahman, M. S., Ambler, G., Choodari-Oskooei, B., & Omar, R. Z. (2017). Review and evaluation of performance measures for survival prediction models in external validation settings. BMC Medical Research Methodology, 17, Article 60. doi: 10.1186/s12874-017-0336-2CrossRefGoogle ScholarPubMed
Schmid, M., Hielscher, T., Augustin, T., & Gefeller, O. (2011). A robust alternative to the Schemper-Henderson estimator of prediction error. Biometrics, 67, 524535. doi: 10.1111/j.1541-0420.2010.01459.xCrossRefGoogle Scholar
Silén, Y., Sipilä, P. N., Raevuori, A., Mustelin, L., Marttunen, M., Kaprio, J., & Keski-Rahkonen, A. (2021). Detection, treatment, and course of eating disorders in Finland: A population-based study of adolescent and young adult females and males. European Eating Disorders Review, 29, 720732. doi: 10.1002/erv.2838CrossRefGoogle Scholar
Slof-Op ’t Landt, M. C. T., Dingemans, A. E., de la Torre, Y., Rivas, J., & van Furth, E. F. (2019). Self-assessment of eating disorder recovery: Absence of eating disorder psychopathology is not essential. International Journal of Eating Disorders, 52, 956961. doi: 10.1002/eat.23091CrossRefGoogle Scholar
Stice, E., Marti, C. N., & Rohde, P. (2013). Prevalence, incidence, impairment, and course of the proposed DSM-5 eating disorder diagnoses in an 8-year prospective community study of young women. Journal of Abnormal Psychology, 122, 445457. doi: 10.1037/a0030679CrossRefGoogle Scholar
Stice, E., Marti, C. N., Shaw, H., & Jaconis, M. (2009). An 8-year longitudinal study of the natural history of threshold, subthreshold, and partial eating disorders from a community sample of adolescents. Journal of Abnormal Psychology, 118, 587597. doi: 10.1037/a0016481CrossRefGoogle ScholarPubMed
Stunkard, A. J., & Messick, S. (1985). The three-factor eating questionnaire to measure dietary restraint, disinhibition and hunger. Journal of Psychosomatic Research, 29, 7183. doi: 10.1016/0022-3999(85)90010-8Google ScholarPubMed
Taylor, J. M. (2015). Psychometric analysis of the ten-item perceived stress scale. Psychological Assessment, 27, 90101. doi: 10.1037/a0038100CrossRefGoogle ScholarPubMed
Taylor, J. Y., Caldwell, C. H., Baser, R. E., Faison, N., & Jackson, J. S. (2007). Prevalence of eating disorders among blacks in the national survey of American life. International Journal of Eating Disorders, 40, S10S14. doi: 10.1002/eat.20451CrossRefGoogle ScholarPubMed
Udo, T., & Grilo, C. M. (2018). Prevalence and correlates of DSM-5–defined eating disorders in a nationally representative sample of U.S. adults. Biological Psychiatry, 84, 345354. doi: 10.1016/j.biopsych.2018.03.014CrossRefGoogle Scholar
Wang, M., Greenberg, M., Forkert, N. D., Chekouo, T., Afriyie, G., Ismail, Z., … Sajobi, T. T. (2022). Dementia risk prediction in individuals with mild cognitive impairment: A comparison of cox regression and machine learning models. BMC Medical Research Methodology, 22, Article 284. doi: 10.1186/s12874-022-01754-yCrossRefGoogle ScholarPubMed
Wilfley, D. E., Wilson, G. T., & Agras, W. S. (2003). The clinical significance of binge eating disorder. International Journal of Eating Disorders, 34, S96S106. doi: 10.1002/eat.10209CrossRefGoogle ScholarPubMed
Wilson, G. T., Wilfley, D. E., Agras, W. S., & Bryson, S. W. (2010). Psychological treatments of binge eating disorder. Archives of General Psychiatry, 67, 94101. doi: 10.1001/archgenpsychiatry.2009.170CrossRefGoogle ScholarPubMed
Wood, A. M., Royston, P., & White, I. R. (2015). The estimation and use of predictions for the assessment of model performance using large samples with multiply imputed data. Biometrical Journal, 57, 614632. doi: 10.1002/bimj.201400004CrossRefGoogle ScholarPubMed
Yarkoni, T., & Westfall, J. (2017). Choosing prediction over explanation in psychology: Lessons from machine learning. Perspectives on Psychological Science, 12, 11001122. doi: 10.1177/1745691617693393CrossRefGoogle ScholarPubMed
Supplementary material: File

Javaras et al. supplementary material

Javaras et al. supplementary material
Download Javaras et al. supplementary material(File)
File 408.5 KB