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Updated: May 1, 2026

Developing a Rat Model for Bipolar Disorder
Published on: May 2, 2025
Bipolar polygenic loading and bipolar spectrum features in major depressive disorder
Anna Wiste1, Elise B Robinson, Yuri Milaneschi
1Psychiatric and Neurodevelopmental Genetics Unit, Center for Human Genetic Research, Boston, MA, USA; Center for Experimental Drugs and Diagnostics, Department of Psychiatry, Boston, MA, USA.
Genetic risk for bipolar disorder may influence major depressive disorder presentation, indicated by early onset and suicide attempts. However, these findings were not replicated in subsequent analyses, suggesting inconclusive results.
Area of Science:
- Psychiatry
- Genetics
- Clinical Psychology
Background:
- Major depressive disorder (MDD) and bipolar disorder (BD) share overlapping genetic liabilities, suggesting a potential common genetic basis.
- Understanding this shared genetic liability is crucial for clarifying the clinical presentation of these disorders.
Purpose of the Study:
- To investigate whether shared genetic liability for bipolar disorder influences the clinical presentation of major depressive disorder.
- To explore the association between a polygenic risk score for bipolar disorder and specific depressive features linked to bipolar disorder.
Main Methods:
- A polygenic risk score for bipolar disorder was generated for 1,274 European-American subjects with major depressive disorder from the STAR*D cohort.
- A hypothesis-driven approach tested the association between the bipolar disorder risk score and seven depression features associated with bipolar disorder in the literature.
- Follow-up analyses were conducted in two additional independent cohorts to replicate the findings.
Main Results:
- The bipolar polygenic risk score was significantly associated with a composite of seven features of depression, including early onset, suicide attempt, recurrent depression, atypical depression, subclinical mania, subclinical psychosis, and severity (p=0.04).
- Key contributors to this association were illness onset at age ≤ 18 years (OR=1.2, p=0.003), history of suicide attempt (OR=1.21, p=0.03), and presence of manic symptoms (OR=1.16, p=0.02).
- The polygenic score explained a small but significant portion of the variance in these traits (0.8%–1.1%), but replication analyses in two additional cohorts did not support these findings.
Conclusions:
- The primary analysis suggested a potential association between bipolar genetic loading and a bipolar-like presentation in major depressive disorder.
- However, the lack of replication in independent cohorts renders the overall results inconclusive.
- Methodological differences in ascertainment and assessment across cohorts may have challenged replication efforts, highlighting the need for standardized approaches in future psychiatric nosology research.
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