Misdiagnosis of bipolar disorder (BP) as unipolar depression (major depressive disorder [MDD]) is highly prevalent, which commonly leads to inappropriate treatment with antidepressants instead of mood stabilizers. The cause for misdiagnosis is multifactorial. The diagnostic criteria for a major depressive episode (MDE) and the presentations of a MDE are the exactly same for both bipolar and unipolar depression although some symptoms known as atypical features are more prevalent in bipolar depression than in MDD. The presence of manic/hypomanic symptoms in the course of mood disturbances is the only factor to differentiate BP from MDD. Therefore, the ultimate goal for diagnostic interviews is to uncover manic/hypomanic symptoms including severity, duration, and impact. However, the accuracy of collecting information on manic/hypomanic symptoms is not only dependent on the skills of clinicians, but also dependent on the willingness of patients to share their manic/hypomanic experience with clinicians. Because of the stigma of being mentally ill and misperception of mania/hypomania as being "crazy," some patients are intent to minimize or deny their manic/hypomanic symptoms.To help clinicians uncover manic/hypomanic symptoms, researchers have developed screening questionnaires such as the Mood Disorder Questionnaire (MDQ) and the Hypomania Checklist 32 (HCL-32). These tools have been validated in different populations, but their accuracy and usefulness in clinical practice remain debatable. Some clinical variables including family history of BP, earlier onset of a depressive episode, more recurrent depressive episodes, and a higher rate of substance use disorder have been shown more prevalent in BP than in MDD and recommended being used to help the diagnosis of BP. However, like enquiring manic/ hypomanic symptoms, the accuracy of these clinical variables are commonly confounded by recall errors and truthfulness of patients' reports.To overcome the limitation of subjective reports, objective measures such as neuroimaging, blood chemistry, and other parameters have been used to study differences between patients with BP and those with MDD. However, up to date, there is no biomarker available for diagnosing or managing BP. As an objective measure of obesity, body mass index (BMI) in patients with psychiatric disorders, especially in schizophrenia and BP, have attracted researchers.In the article of "Obesity in patients with major depression is related to bipolarity and mixed features: evidence from the BRIDGE-II-Mix study," Petri and colleagues used BMI ≥30 to divide 2811 patients with a MDE into two groups, MDE-obesity group and MDE-nonobesity group, to study the association between obesity and bipolarity. 1 The bipolarity included bipolar I and II disorders based on DSM-IV, bipolar I and II specifier based on the DSM-IV-TR, depressive mixed state based on DSM-5, and mixed depression based on the research-based diagnostic criteria (RBDC).The authors found that the MDE-obesity group had significantly more patients wit...