Alternative methods of classifying eating disorders: Models incorporating comorbid psychopathology and associated features

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Abstract

There is increasing recognition of the limitations of current approaches to psychiatric classification. Nowhere is this more apparent than in the eating disorders (EDs). Several alternative methods of classifying EDs have been proposed, which can be divided into two major groups: 1) those that have classified individuals on the basis of disordered eating symptoms; and, 2) those that have classified individuals on the basis of comorbid psychopathology and associated features. Several reviews have addressed symptom-based approaches to ED classification, but we are aware of no paper that has critically examined comorbidity-based systems. Thus, in this paper, we review models of classifying EDs that incorporate information about comorbid psychopathology and associated features. Early approaches are described first, followed by more recent scholarly contributions to comorbidity-based ED classification. Importantly, several areas of overlap among the classification schemes are identified that may have implications for future research. In particular, we note similarities between early models and newer studies in the salience of impulsivity, compulsivity, distress, and inhibition versus risk taking. Finally, we close with directions for future work, with an emphasis on neurobiologically-informed research to elucidate basic behavioral and neuropsychological correlates of comorbidity-based ED classes, as well as implications for treatment.

Highlights

► Categorical descriptive approaches to psychiatric classification have limitations. ► In the eating disorders (EDs), several alternative nosologies have been described. ► We review alternative models that incorporate comorbid psychopathology. ► Impulsivity, compulsivity, distress, and avoidance versus risk were common themes. ► Comorbidity-based ED classes may promote neurobiologically-informed research.

Introduction

There is growing recognition of the limitations of current categorical approaches to psychiatric classification. Although the two leading nosological systems, the Diagnostic and Statistical Manual of Mental Disorders, 4th ed. (DSM-IV; American Psychiatric Association, 1994) and the International Classification of Diseases, 10th ed. (ICD-10; World Health Organization, 2010), have many strengths, they also have several serious shortcomings including: 1) heterogeneity in symptom presentation within diagnostic categories; 2) high rates of co-occurrence between putatively distinct diagnoses; 3) lack of agreement between diagnostic categories and findings from clinical neuroscience; and 4) a failure to predict treatment response (Insel et al., 2010, Krueger et al., 2005, Widiger and Samuel, 2005).

Nowhere are the limitations of current categorical models of psychiatric classification more apparent than in the eating disorders (EDs). Current approaches to ED classification are based entirely on distinctions among individuals with respect to eating and weight-control behaviors and associated features. For example, individuals with extremely low body weight and cognitive distortions related to shape or weight are diagnosed with anorexia nervosa (AN), regardless of the presence or absence of other disordered eating symptoms (e.g., binge eating, self-induced vomiting, laxative misuse). Conversely, individuals who are normal-weight or overweight may be diagnosed with bulimia nervosa (BN), binge eating disorder (BED), or a variety of EDs not otherwise specified (EDNOS) depending on the frequency, duration, and specific constellation of ED symptoms. Although existing models of ED classification have some advantages (Keel, Brown, Holland, & Bodell, 2012), they also have significant limitations including reliance on post hoc analyses to validate categories derived from clinical consensus, lack of diagnostic stability, and in the DSM-IV, high rates of EDNOS diagnoses (Keel et al., 2012, Wonderlich, Joiner, Keel, Williamson and Crosby, 2007). Moreover, current psychiatric nosologies provide no insight into potential mechanisms that may drive disordered eating, which limits their ability to inform models of etiology and maintenance, and hinders the development of interventions to target risk and maintaining factors for EDs (Insel et al., 2010).

Given the limitations of current approaches to ED classification, a number of alternative models have been described, which can be divided into two major groups: 1) those that have classified individuals on the basis of ED symptoms; and 2) those that have classified individuals on the basis of comorbid psychopathology and associated features. Alternative symptom-based approaches to ED classification have been reviewed extensively (see, e.g., Keel et al., 2012, Wonderlich, Joiner, Keel, Williamson and Crosby, 2007, Striegel-Moore et al., 2011), and thus will not be a focus of the current manuscript.

In contrast, we are aware of no paper that has provided a comprehensive review of studies examining comorbidity-based approaches to ED classification. Several methods of classifying EDs that incorporate comorbid psychopathology or associated features have been described, and there is a burgeoning literature documenting the validity of these models relative to existing schemes (see, e.g., Holliday et al., 2005, Steiger et al., 2009, Stice et al., 2008, Wildes et al., 2011). Comorbidity-based approaches to ED classification offer an intriguing alternative to models that focus exclusively on ED symptoms, because heterogeneity in patterns of comorbid psychopathology among individuals with EDs might reflect different pathways to the expression or maintenance of aberrant eating (Westen & Harnden-Fischer, 2001). Furthermore, by focusing on psychopathological dimensions that may be more stable than disordered eating symptoms and have been shown to systematically differentiate ED subgroups, the EDs field could capitalize on work from other areas that has examined behavioral or biological processes that underlie the expression of these traits.

Thus, the overall aim of the current manuscript is to provide a critical review of the literature on comorbidity-based approaches to ED classification. To this end, we searched online databases (e.g., MEDLINE, PsycINFO) using the terms eating disorder, anorexia nervosa, bulimia, binge eat*, and purg* coupled with comorbid*, classification, classify, nosology, nosological, subgroup, subtype, cluster, latent, anxiety, anxious, autis*, avoid*, fear, inhibit*, rigid*, obsess*, compuls*, impulsiv*, borderline, depress*, neurocog*, neuropsy*, and reward. We also scanned the reference lists from articles and chapters for additional papers. In the sections that follow, we describe the results of our review.

Section snippets

Early comorbidity-based approaches to classifying EDs

Interest in the potential utility of classifying individuals with EDs on the basis of comorbid psychopathology and associated features is not new. Indeed, clinicians and researchers long have noted that ED patients presenting with particular patterns of comorbid psychopathology differ from their non-comorbid peers on a variety of clinically relevant measures (e.g., trauma history, treatment response). Although some of the “early” comorbidity-based approaches to ED classification no longer are a

More recent models

The following sections describe models of ED classification that have generated at least five empirical papers since 2007, or have been proposed in the last five years. Collectively, these recent studies document ongoing scholarly interest in utilizing comorbid psychopathology or associated features to classify EDs.

General summary

In closing, there has been a long-standing interest in the implications of comorbid psychopathology for the classification of EDs. Although the models reviewed herein differ in theoretical rationale and methodology, each approach has provided support for the notion that there are subgroups of the ED population that vary systematically with respect to comorbid psychopathology and associated features (e.g., high-risk behaviors, low self-esteem). Moreover, research has indicated that systems of

Directions for future research

Findings to date suggest several directions for future research on alternative methods of classifying EDs. First, many of the comorbidity-related constructs that have been used to classify individuals with EDs, such as impulsivity, BPD traits, and negative affect, are associated most strongly with bulimic symptoms (Cassin and von Ranson, 2005, Stice, 2001). Moreover, research on the multi-impulsive, borderline, and dietary/dietary-negative affect classification schemes has focused almost

Acknowledgements and disclosures

This work was supported by K01 MH080020 from the National Institute of Mental Health.

The funding source had no involvement in the preparation of the manuscript or the decision to submit the article for publication.

The authors report no conflicts of interest.

References (107)

  • C.M. Grilo

    Subtyping female adolescent psychiatric inpatients with features of eating disorders along dietary restraint and negative affect dimensions

    Behaviour Research and Therapy

    (2004)
  • C.J. Hopwood et al.

    Personality heterogeneity in female adolescent inpatients with features of eating disorders

    Comprehensive Psychiatry

    (2010)
  • W. Kaye

    Neurobiology of anorexia and bulimia nervosa

    Physiology and Behavior

    (2008)
  • I. Krug et al.

    Redefining phenotypes in eating disorders based on personality: A latent profile analysis

    Psychiatry Research

    (2011)
  • R.M. Masheb et al.

    Prognostic significance of two sub-categorization methods for the treatment of binge eating disorder: Negative affect and overvaluation predict, but do not moderate, specific outcomes

    Behaviour Research and Therapy

    (2008)
  • T. Nagata et al.

    Multi-impulsivity of Japanese patients with eating disorders: Primary and secondary impulsivity

    Psychiatry Research

    (2000)
  • E. Penas-Lledo et al.

    Subtyping eating disordered patients along drive for thinness and depression

    Behaviour Research and Therapy

    (2009)
  • E. Penas-Lledo et al.

    Specific eating disorder clusters based on social anxiety and novelty seeking

    Journal of Anxiety Disorders

    (2010)
  • E.M. Penas-Lledo et al.

    Subtyping undergraduate women along dietary restraint and negative affect

    Appetite

    (2008)
  • T.W. Robbins et al.

    Neurocognitive endophenotypes of impulsivity and compulsivity: Towards dimensional psychiatry

    Trends in Cognitive Science

    (2012)
  • H. Steiger et al.

    Comorbid features in bulimics before and after therapy: Are they explained by axis II diagnoses, secondary effects of bulimia, or both?

    Comprehensive Psychiatry

    (1993)
  • H. Steiger et al.

    Association of trait-defined, eating-disorder sub-phenotypes with (biallelic and triallelic) 5HTTLPR variations

    Journal of Psychiatric Research

    (2009)
  • H. Steiger et al.

    Eating and psychiatric symptoms as a function of Axis II comorbidity in bulimic patients. Three-month and six-month response after therapy

    Psychosomatics

    (1994)
  • H. Thompson-Brenner et al.

    A personality classification system for eating disorders: A longitudinal study

    Comprehensive Psychiatry

    (2008)
  • M.C. Tseng et al.

    Latent class analysis of eating and impulsive behavioral symptoms in Taiwanese women with bulimia nervosa

    Journal of Psychosomatic Research

    (2012)
  • H. Turner et al.

    A new approach to clustering eating disorder patients: Assessing external validity and comparisons with DSM-IV diagnoses

    Eating Behaviors

    (2010)
  • American Psychiatric Association

    Diagnostic and Statistical Manual of Mental Disorders

    (1994)
  • H. Anckarsäter et al.

    The sociocommunicative deficit subgroup in anorexia nervosa: Autism spectrum disorders and neurocognition in a community-based, longitudinal study

    Psychological Medicine

    (2012)
  • M.B. Anderluh et al.

    Childhood obsessive–compulsive personality traits in adult women with eating disorders: Defining a broader eating disorder phenotype

    The American Journal of Psychiatry

    (2003)
  • E.Y. Chen et al.

    Subtyping dietary restraint and negative affect in a longitudinal community sample of girls

    International Journal of Eating Disorders

    (2009)
  • L. Claes et al.

    Personality subtypes in male patients with eating disorder: Validation of a classification approach

    Comprehensive Psychiatry

    (2012)
  • L. Claes et al.

    Personality prototypes in eating disorders based on the Big Five model

    Journal of Personality Disorders

    (2006)
  • A.M. Crane et al.

    Are obsessive–compulsive personality traits associated with a poor outcome in anorexia nervosa? A systematic review of randomized controlled trials and naturalistic outcome studies

    International Journal of Eating Disorders

    (2007)
  • E.J. Cumella et al.

    Treatment responses of inpatient eating disorder women with and without co-occurring obsessive–compulsive disorder

    Eating Disorders

    (2007)
  • D.D. Di Bella et al.

    Serotonin transporter linked polymorphic region in anorexia nervosa and bulimia nervosa

    Molecular Psychiatry

    (2000)
  • A.E. Duncan et al.

    Are there subgroups of bulimia nervosa based on comorbid psychiatric disorders?

    International Journal of Eating Disorders

    (2005)
  • D.L. Espelage et al.

    MCMI-II profiles of women with eating disorders: A cluster analytic investigation

    Journal of Personality Disorders

    (2002)
  • T. Fahy et al.

    Impulsivity and eating disorders

    The British Journal of Psychiatry

    (1993)
  • A. Favaro et al.

    The relationship between temperament and impulsive behaviors in eating disordered subjects

    Eating Disorders

    (2005)
  • M.M. Fichter et al.

    Long-term stability of eating disorder diagnoses

    International Journal of Eating Disorders

    (2007)
  • M.M. Fichter et al.

    Course of multi-impulsive bulimia

    Psychological Medicine

    (1994)
  • G.K. Frank et al.

    Current status of functional imaging in eating disorders

    International Journal of Eating Disorders

    (2012)
  • R.O. Friedel

    Dopamine dysfunction in borderline personality disorder: A hypothesis

    Neuropsychopharmacology

    (2004)
  • H.C. Friederich et al.

    Cognitive-behavioral flexibility in anorexia nervosa

    Current Topics in Behavioral Neuroscience

    (2011)
  • D.M. Garner et al.

    The association between bulimic symptoms and reported psychopathology

    International Journal of Eating Disorders

    (1990)
  • C.M. Grilo et al.

    Subtyping women with bulimia nervosa along dietary and negative affect dimensions: A replication in a treatment-seeking sample

    Eating and Weight Disorders

    (2001)
  • C.M. Grilo et al.

    Subtyping binge eating disorder

    Journal of Consulting and Clinical Psychology

    (2001)
  • A.E. Hipwell et al.

    Characteristics of girls with early onset disruptive and antisocial behaviour

    Criminal Behavior and Mental Health

    (2002)
  • J. Holliday et al.

    Do illness characteristics and familial risk differ between women with anorexia nervosa grouped on the basis of personality pathology?

    Psycholological Medicine

    (2005)
  • C.J. Hopwood et al.

    Pathoplasticity of bulimic features and interpersonal problems

    International Journal of Eating Disorders

    (2007)
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