- Research article
- Open Access
Using the mood disorder questionnaire and bipolar spectrum diagnostic scale to detect bipolar disorder and borderline personality disorder among eating disorder patients
BMC Psychiatry volume 13, Article number: 69 (2013)
Screening scales for bipolar disorder including the Mood Disorder Questionnaire (MDQ) and Bipolar Spectrum Diagnostic Scale (BSDS) have been plagued by high false positive rates confounded by presence of borderline personality disorder. This study examined the accuracy of these scales for detecting bipolar disorder among patients referred for eating disorders and explored the possibility of simultaneous assessment of co-morbid borderline personality disorder.
Participants were 78 consecutive female patients who were referred for evaluation of an eating disorder. All participants completed the mood and eating disorder sections of the SCID-I/P and the borderline personality disorder section of the SCID-II, in addition to the MDQ and BSDS. Predictive validity of the MDQ and BSDS was evaluated by Receiver Operating Characteristic analysis of the Area Under the Curve (AUC).
Fifteen (19%) and twelve (15%) patients fulfilled criteria for bipolar II disorder and borderline personality disorder, respectively. The AUCs for bipolar II disorder were 0.78 (MDQ) and 0.78 (BDSD), and the AUCs for borderline personality disorder were 0.75 (MDQ) and 0.79 (BSDS).
Among patients being evaluated for eating disorders, the MDQ and BSDS show promise as screening questionnaires for both bipolar disorder and borderline personality disorder.
As bipolar disorders are serious mental disorders that can cause severe lifelong functional impairment, early recognition of the diagnosis and early introduction of mood stabilizers are crucial for improvement of outcomes . Nonetheless, most patients with bipolar disorder go years before receiving an appropriate diagnosis and starting mood stabilizers . Borderline personality disorder is the most common personality disorder in clinical settings, and causes marked distress and impairment in social, occupational, and role functioning . Yet, similar to bipolar disorder, borderline personality disorder is often incorrectly diagnosed or underdiagnosed in clinical practice . Both bipolar and borderline personality disorders are associated with high rates of completed suicide [1, 2] and are common among patients with mood disorders [1, 2] and eating disorders [3, 4].
Recently, the boundary of these disorders has been a focus of debate [5–9]. There are two viewpoints about the relationship between bipolar disorder, especially bipolar II disorder, and borderline personality disorder. The first one is that underlying cyclothymic temperament can explain the relationship, and borderline personality disorder  (as well as bulimia nervosa ) are variants of bipolar disorders. Others insist that there is clear boundary between bipolarity and borderline personality disorder, and they resist the expansion of bipolar disorder as an invasion of “bipolar imperialism” toward other diagnostic categories .
Two screening scales, the Mood Disorder Questionnaire (MDQ)  and Bipolar Spectrum Diagnostic Scale (BSDS) , have been developed to ameliorate the underdiagnosis of bipolar disorders. These instruments show good psychometric properties to detect bipolarity among patients with unipolar depression and are recommended as screening tools for bipolar disorders among patients with unipolar depression . However, Zimmerman et al. (2011) [12, 13] reported that the false positive rates of these two scales were not negligible because of the symptomatic overlap of bipolar disorder and other conditions . Patients diagnosed with bipolar disorder by previous doctors were significantly more likely to be diagnosed with borderline personality disorder compared to patients who were not diagnosed with bipolar disorder (24.4% vs. 6.1%) . Viewed another way, these results suggest the possibility that both bipolar and borderline personality disorders can be simultaneously detected by these scales.
To the best of our knowledge, the MDQ and BSDS have never been used to detect bipolar disorders or borderline personality disorder among eating disorder patients, despite the relatively high comorbidity rates of these disorders [3, 4]. In contrast to common attention towards impulsivity and borderline personality disorder among eating disorder patients , the presence of comorbid bipolar disorder has rarely received attention of eating disorder specialists . However, some evidence suggests increased prevalence of bipolar II disorder , ego-syntonic hypomania may escape clinical detection, and comorbid bipolar disorder requires special therapeutic considerations . Thus, screening scales for bipolar disorder might be more important than eating disorder specialists traditionally thought.
The aim of the current study was to examine the diagnostic accuracy (including sensitivity and specificity) of the MDQ and BSDS to detect bipolar disorders among patients that were referred for evaluation of an eating disorder. We also explored the possibility that the two scales can detect borderline personality disorder among this population. We hypothesized that the diagnostic accuracy of the two screening tests (MDQ and BSDS) for borderline personality disorder might be similar to that for bipolar disorders.
Participants were recruited from a consecutive series of ninety female patients who were referred for evaluation and/or treatment of an eating disorder to the first and second authors (T. N. and H. Y.) at the Department of Neuropsychiatry, Osaka City University Hospital from February to June 2011. To maximize real world applicability of findings, exclusion criteria were minimal: 1) substance use disorder requiring acute detoxification (if such cases hospital receptionists recommended patients to visit an alcohol treatment facility), 2) self-reported history of schizophrenia, schizoaffective disorder, schizophreniform disorder, or organic mental illnesses, as determined by the screening questionnaire of the SCID-I/P, or 3) inability or unwillingness to complete self-rating scales. The patients with eating disorder not otherwise specified (EDNOS) were not excluded as prior research has shown these patients often are referred for eating disorder treatment and may have comorbid bipolar or borderline personality disorder  . Of the ninety patients who were screened, seventy-eight patients enrolled in the study, and all enrollees completed the study. Of the twelve patients that did not participate in the study, six deemed their psychiatric problem minor and opted to cope with the difficulty, four were reluctant to undergo detailed psychiatric assessment, and two declined to participate for unknown reasons. As part of routine clinical care, patients received cognitive behavioral therapy, dialectical behavioral therapy, or medication management depending on the results of their assessment, even when their provisional primary diagnosis (defined as the disorder most influencing their global functioning) was other than an eating disorder. All patients provided written informed consent before entering the study. This study was approved by the institutional review committee of the Osaka City University Graduate School of Medicine.
Two self-report screening scales for bipolar disorder, the Mood Disorder Questionnaire (MDQ) [10, 18] and Bipolar Spectrum Diagnostic Scale (BSDS) [11, 19], were competed by all participants. The MDQ screens for a lifetime history of mania or hypomania using 13 dichotomous (yes/no) symptom questions reflecting the DSM-IV inclusion criteria. The symptom questions are followed by a single question about whether the symptoms clustered during the same period. The final question evaluates the level of impairment resulting from the symptoms on a 4-point scale (no, minor, moderate, or serious problems). A score of 7 or more on the first 13 items, “yes” to symptom clustering, and moderate or greater problems was proposed as the cut-off level in the original study . In a Japanese study of unipolar depressive patients, a lower cut-off of more than 5 with minor or greater problems was proposed . The BSDS was developed to target bipolar II disorder and bipolar disorder not otherwise specified and supplement clinicians’ semi-structured interviews . The BSDS consists of two parts: first, a paragraph containing 19 statements describing many of the symptoms of bipolar disorder, and, second, a single multiple-choice question asking respondents how well the paragraph describes them. The total score ranges from 0 to 25. A score of 13 for the original version , 12 for the Chinese version , and 11 for the Japanese version  have been proposed as cut-off points.
All participants underwent a direct (face-to-face) assessment conducted by T. N. or H. Y. who each have more than ten years’ experience treating eating disorders. This assessment included the mood and eating disorder sections of the Structured Clinical Interview for DSM-IV, (SCID-I/P) [21, 22], and the borderline and histrionic personality sections of the Structured Clinical Interview for DSM-IV Personality Disorders (SCID-II) [23, 24]. These limited portions of the SCID-II were selected because our previous study found that the prevalence of other personality disorders such as antisocial and narcissistic personality disorder were low (0 and 3%, respectively) in our setting  while previous studies [7, 26] have suggested a relationship between bipolarity and histrionic personality disorder.
We examined the diagnostic accuracy of the MDQ and BSDS for bipolar as well as personality disorders, using the SCID-I and II as the gold standard diagnostic tool. Sensitivity, specificity and likelihood ratio for a positive test [LR+, sensitivity/(1-specificity)]  were calculated according to several cut-off points suggested by previous studies [10, 11, 18–20]. To the best of our knowledge, no previous study has explored the possibility that the two scales might detect borderline or histrionic personality disorders. Given this, we used the same cut-off point to detect the personality disorders as for bipolar disorder. In addition, the Receiver Operating Characteristic (ROC) curve and Area Under the Curve (AUC) of both scales for bipolar and personality disorders were calculated. AUC is a preferred measure of accuracy as it is uninfluenced by prevalence, which would be expected to be higher in this study’s patient population. All data were analyzed with SPSS 16.0 (SPSS, Inc., Chicago in USA).
The patients’ demographic and clinical characteristics are depicted in Table 1. A high level of functional impairment was suggested by the high rate of single participants (around two-thirds), unemployment (around half) and chronicity (around ten years).
Fifty-five (71%) had a lifetime history of a major depressive episode and 15 (19%) a hypomanic episode (bipolar II disorder). No patients had bipolar I disorder. Twelve (15%) had borderline personality disorder and 23 (29%) histrionic personality disorder. Five (6%) had both lifetime bipolar II disorder and borderline personality disorder. Similarly, eight (10%) had both lifetime bipolar II disorder and histrionic personality disorder. No patients with anorexia nervosa restricting subtype or restricting EDNOS had bipolar, borderline, or histrionic personality disorders.
Figure 1 shows the monomodal distribution (rather than bimodal) of patients’ score on the MDQ and BSDS. As Table 2 shows, both the MDQ and BSDS exhibited similar sensitivity, specificity, and likelihood ratios (LR+) for detecting bipolar II disorder. Further, these two scales showed comparable accuracy in detecting borderline personality disorder. Since accuracy for detecting histrionic personality disorder was relatively low, just bipolar II disorder and borderline personality disorder were the focus of the following analyses. Results were similar for detecting bipolar II disorder without comorbid borderline personality disorder and borderline personality disorder without comorbid bipolar II disorder.
To evaluate the ability to detect bipolar II disorders, ROC curves and the AUCs (95% Confidence Interval) of the MDQ (Figure 2) and BSDS (Figure 3) were calculated. The AUC of the MDQ was determined using the total score of part one because using level of impairment data would require multiple ROC curves .
Similarly, to explore the ability to detect borderline personality disorder with or without co-morbid bipolar II disorder, ROC curves and the AUC (95% Confidence Interval) of the MDQ (Figures 2 and 4) and BSDS (Figures 3 and 5) were calculated. In detecting borderline personality, the AUCs for the MDQ and BSDS disorder were 0.750 (0.597-0.903) and 0.787 (0.640-0.934), respectively (Figures 2 and 3). In order to control for the effect of co-morbidity accounting for the diagnostic accuracy of the scales, ROC curves were also calculated for patients with bipolar II disorder but not borderline personality disorder and vice versa. Results remained statistically significant except for the MDQ detecting borderline personality disorder without comorbid bipolar II disorder. Specifically, the AUC for the MDQ was 0.737 (0.605-0.868) for the bipolar II disorder but not borderline personality disorder and 0.691 (0.460-0.923) for borderline personality disorder without comorbid bipolar II disorder. For the BSDS, the AUC was 0.715 (0.566-0.865) for bipolar II disorder but not borderline personality disorder and 0.723 (0.506-0.940) for borderline personality disorder without comorbid bipolar II disorder.
Prior research has suggested that the MDQ and BSDS are useful instruments to detect bipolar disorders among patients with recurrent depressive episodes [10, 11]. The current study expands on this work by showing that these two scales can detect bipolar disorder among patients with eating disorders. Both the MDQ and BSDS screening scales exhibited similar value in terms of predictive validity in a population of patients presenting to a psychiatric clinic in a tertiary-care setting. Thus, the MDQ and BSDS offer reasonably comparable diagnostic accuracy in the form of a self-report measure that requires much less time, expertise, and resources to administer than the SCID or Composite International Diagnostic Interview (CIDI). By comparison, the AUC was 0.834 for concordance of bipolar II disorder diagnosis between the SCID and CIDI in a community population .
In addition, this study suggests that bipolar disorder and borderline personality disorder can both be detected with moderate accuracy by use of a brief screening instrument, although it was difficult for these scales to detect histrionic personality disorder. Results were similar even after controlling for co-morbidity. This study importantly shows that the two scales can be used as screening tools for borderline personality disorder in a real world setting where eating disorder specialists work. In addition, results showed the assessment of affective instability is useful in terms of bipolar and borderline personality disorder , although impulsivity has traditionally been focused in the eating disorder field .
Accurate diagnosis and distinction of bipolar disorder and borderline personality disorder is important because of the differing treatment approaches. Psychotherapeutic approaches for these two disorders are very different [1, 4, 29]. Also, pharmacotherapy is a core component of treatment for bipolar disorder, but only adjunctive and symptom-targeted for borderline personality disorder [1, 29]. These two scales are useful to detect cases that require careful assessment before starting antidepressants, although these scales cannot differentiate between bipolarity and borderline personality disorder.
There are a number of important limitations regarding this study. Sensitivity of these two scales may not be considered sufficiently high using the cut-off point that the original studies suggested. It remains to be known whether the lower sensitivity is due to differences of culture, population, or clinical setting where the participants were recruited. Results are from a single treatment center, and males and patients with bipolar I disorder were not included. Results were not analyzed in relationship with eating disorder subtypes (such as restricting or binge/purging) due to a modest sample size. Assessment was cross-sectional, and careful longitudinal consideration is essential because patients with either bipolar or borderline personality disorder can present with similar symptomatology at a given time . This is especially true in the case of comorbid eating disorder because chaotic eating behaviors and starvation might influence symptomatology [30, 31] including dysphoria  and anger .
Nonetheless, current results show that these two scales (MDQ and BSDS) are helpful to detect cases that need careful assessment. In addition, we believe these results should encourage further attempts to reconsider the relationship between and symptomatology of bipolar disorder and borderline personality disorder.
Mood Disorder Questionnaire
Bipolar Spectrum Diagnostic Scale
Eating disorder not otherwise specified
Structured Clinical Interview for DSM-IV
Structured Clinical Interview for DSM-IV Personality Disorders
Likelihood ratio for a positive test
Receiver Operating Characteristic
Area Under the Curve
Composite International Diagnostic Interview
Frye MA: Clinical practice. Bipolar disorder--a focus on depression. N Engl J Med. 2011, 364 (1): 51-59. 10.1056/NEJMcp1000402.
Oldham JM, Gabbard GO, Goin MK, Gunderson J, Soloff P, Spiegel D, Stone M, Phillips KA: Practice guideline for the treatment of patients with borderline personality disorder. American Psychiatric Association. Am J Psychiatry. 2001, 158 (10 Suppl): 1-52.
McElroy SL, Kotwal R, Keck PE: Comorbidity of eating disorders with bipolar disorder and treatment implications. Bipolar Disord. 2006, 8 (6): 686-695. 10.1111/j.1399-5618.2006.00401.x.
Nagata T, Kawarada Y, Kiriike N, Iketani T: Multi-impulsivity of Japanese patients with eating disorders: primary and secondary impulsivity. Psychiatry Res. 2000, 94 (3): 239-250. 10.1016/S0165-1781(00)00157-8.
Paris J: The bipolar spectrum: a critical perspective. Harv Rev Psychiatry. 2009, 17 (3): 206-213. 10.1080/10673220902979888.
Magill CA: The Boundary Between Borderline Personality Disorder and Bipolar Disorder: Current Concepts and Challenges. Can J Psychiatr. 2004, 49 (8): 551-556.
Bassett D: Borderline personality disorder and bipolar affective disorder. Spectra or spectre? A review. Aust N Z J Psychiatry. 2012, 46 (4): 327-339. 10.1177/0004867411435289.
Perugi G, Toni C, Passino MC, Akiskal KK, Kaprinis S, Akiskal HS: Bulimia nervosa in atypical depression: the mediating role of cyclothymic temperament. J Affect Disord. 2006, 92 (1): 91-97. 10.1016/j.jad.2005.12.038.
Perugi G, Fornaro M, Akiskal HS: Are atypical depression, borderline personality disorder and bipolar II disorder overlapping manifestations of a common cyclothymic diathesis?. World Psychiatr. 2011, 10 (1): 45-51.
Hirschfeld RM, Williams JB, Spitzer RL, Calabrese JR, Flynn L, Keck PE, Lewis L, McElroy SL, Post RM, Rapport DJ: Development and validation of a screening instrument for bipolar spectrum disorder: the Mood Disorder Questionnaire. Am J Psychiatry. 2000, 157 (11): 1873-1875. 10.1176/appi.ajp.157.11.1873.
Ghaemi NS, Miller CJ, Berv DA, Klugman J, Rosenquist KJ, Pies RW: Sensitivity and specificity of a new bipolar spectrum diagnostic scale. J Affect Disord. 2005, 84 (2–3): 273-277.
Zimmerman M, Galione JN, Chelminski I, Young D, Ruggero CJ: Performance of the Bipolar Spectrum Diagnostic Scale in psychiatric outpatients. Bipolar Disord. 2010, 12 (5): 528-538. 10.1111/j.1399-5618.2010.00840.x.
Zimmerman M, Galione JN, Ruggero CJ, Chelminski I, Dalrymple K, Young D: Are screening scales for bipolar disorder good enough to be used in clinical practice?. Compr Psychiatry. 2011, 52 (6): 600-606. 10.1016/j.comppsych.2011.01.004.
Zimmerman M, Ruggero CJ, Chelminski I, Young D: Psychiatric diagnoses in patients previously overdiagnosed with bipolar disorder. J Clin Psychiatry. 2010, 71 (1): 26-31. 10.4088/JCP.08m04633.
Woodside BD, Staab R: Management of psychiatric comorbidity in anorexia nervosa and bulimia nervosa. CNS Drugs. 2006, 20 (8): 655-663. 10.2165/00023210-200620080-00004.
Parker G, Fletcher K: Is bipolar II disorder increasing in prevalence?. Bipolar II disorder: modelling, measuring and managing. Edited by: Parker G. 2012, Cambridge, UK; New York: Cambridge University Press, 62-69. 2
Zanarini MC, Reichman CA, Frankenburg FR, Reich DB, Fitzmaurice G: The course of eating disorders in patients with borderline personality disorder: a 10-year follow-up study. Int J Eat Disord. 2010, 43 (3): 226-232.
Inada T, Inagaki A, Iwamoto K, Nakatani M, Hori K, Higuchi T: Japanese version of Mood Disorder Questionnaire. Clinical evaluation of manic disorder by Japanese version of Young Mania Rating Scale (YMRS-J). 2005, Tokyo: Jiho, 35-(in Japanese)
Tanaka T, Koyama T: Rating scales for bipolar disorder: In view of the debate over underdiagnosis and overdiagnosis of bipolar disorder. Rinsho-seishinigaku. 2011, 40 (3): 251-259. (in Japanese)
Chu H, Lin CJ, Chiang KJ, Chen CH, Lu RB, Chou KR: Psychometric properties of the Chinese version of the Bipolar Spectrum Diagnostic Scale. J Clin Nurs. 2010, 19 (19–20): 2787-2794.
First MB: User's guide for the Structured clinical interview for DSM-IV axis I disorders SCID-I: clinician version. 1997, Washington, DC: American Psychiatric Press
Takahashi S, Kitamura N, Okano T, Tomita T, Kikuchi A: Japanese version of Structured clinical interview for DSM-IV axis I disorders SCID-I. 2003, Tokyo: Nihon Hyoronsha, (in Japanese)
First MB, Gibbon M, Spitzer RL, Williams JBW, Benjamin L: Structured clinical interview for DSM-IV axis II personality disorders, SCID-II. 1997, Washington, DC: American Psychiatric Press
Takahashi S, Ohsone A: Japanese version of SCID-II (Structured Clinical Interview for DSM-IV Axis II Personality Disorders). 2002, Tokyo: Igaku-Shoin, (in Japanese)
Nagata T, Kawarada Y, Ohshima J, Iketani T, Kiriike N: Drug use disorders in Japanese eating disorder patients. Psychiatry Res. 2002, 109 (2): 181-191. 10.1016/S0165-1781(02)00007-0.
Joyce PR, Luty SE, McKenzie JM, Mulder RT, McIntosh VV, Carter FA, Bulik CM, Sullivan PF: Bipolar II disorder: personality and outcome in two clinical samples. Aust N Z J Psychiatry. 2004, 38 (6): 433-438. 10.1080/j.1440-1614.2004.01380.x.
Akobeng AK: Understanding diagnostic tests 2: likelihood ratios, pre- and post-test probabilities and their use in clinical practice. Acta Paediatr. 2007, 96 (4): 487-491. 10.1111/j.1651-2227.2006.00179.x.
Kessler RC, Akiskal HS, Angst J, Guyer M, Hirschfeld RM, Merikangas KR, Stang PE: Validity of the assessment of bipolar spectrum disorders in the WHO CIDI 3.0. J Affect Disord. 2006, 96 (3): 259-269. 10.1016/j.jad.2006.08.018.
Gunderson JG: Clinical practice. Borderline personality disorder. N Engl J Med. 2011, 364 (21): 2037-2042. 10.1056/NEJMcp1007358.
Lilenfeld LR: Personality and temperament. Curr Top Behav Neurosci. 2011, 6: 3-16.
Renaud S, Corbalan F, Beaulieu S: Differential diagnosis of bipolar affective disorder type II and borderline personality disorder: analysis of the affective dimension. Compr Psychiatry. 2012, 53 (7): 952-961. 10.1016/j.comppsych.2012.03.004.
Kaye W: Eating disorders: hope despite mortal risk. Am J Psychiatry. 2009, 166 (12): 1309-1311. 10.1176/appi.ajp.2009.09101424.
The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-244X/13/69/prepub
We are thankful to Dr. T. Inada and Dr. T. Tanaka for their permission to use the Japanese versions of the MDQ and BSDS scales.
This work was supported by JSPS KAKENHI Grant Number 24591725.
All authors declare that there is no conflict of interest.
All authors contributed to the design of this study. TN and AT drafted the manuscript. All authors contributed to revision of the manuscript. All authors read and approved the final manuscript.
About this article
Cite this article
Nagata, T., Yamada, H., Teo, A.R. et al. Using the mood disorder questionnaire and bipolar spectrum diagnostic scale to detect bipolar disorder and borderline personality disorder among eating disorder patients. BMC Psychiatry 13, 69 (2013). https://doi.org/10.1186/1471-244X-13-69
- Bipolar disorder
- Borderline personality disorder
- Eating disorder
- Screening scale