Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder
Abraham Nunes1,2, William Stone2, Raffaella Ardau3
1Department of Psychiatry, Dalhousie University, Halifax, NS, Canada.
Translational Psychiatry
|January 12, 2021
Summary
Identifying patients with bipolar disorder (BD) who best respond to lithium (LiR) is crucial. Exemplary clinical phenotypes significantly improve genetic prediction of LiR and non-response (LiNR) in BD.
Area of Science:
- Psychiatry
- Genetics
- Pharmacogenomics
Background:
- Predicting lithium response in bipolar disorder (BD) is challenging due to patient heterogeneity.
- Genomic markers for lithium response are difficult to identify in diverse patient groups.
Purpose of the Study:
- To investigate if patients with "exemplary phenotypes" show greater genetic distinguishability for lithium response (LiR) and non-response (LiNR).
- To assess if genetic data can better classify lithium responders and non-responders when focusing on patients with highly predictive clinical features.
Main Methods:
- Calculated a "clinical exemplar score" based on phenotype-LiR/LiNR predictability in 1266 BD patients.
- Compared genetic classification accuracy between "best clinical exemplars" (top 25%) and "poor clinical exemplars" (bottom 25%) of LiR/LiNR in 321 genotyped patients.
Main Results:
- Best clinical exemplars of LiR often had later onset, episodic course, no rapid cycling/psychosis, and fewer comorbidities.
- Genetic data achieved higher classification accuracy (AUC 0.88) for best clinical exemplars versus poor clinical exemplars (AUC 0.66, p=0.0032).
- Alzheimer's amyloid-secretase, G-protein-coupled receptor, muscarinic acetylcholine, and histamine H1R pathways were informative.
Conclusions:
- Focusing on patients with "exemplary phenotypes" enhances genetic prediction of lithium response in bipolar disorder.
- This approach may aid in discovering more robust genomic markers for mood stabilizer response.
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