ArticleTranslational psychiatry2021
Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder.
Article in Translational psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Lithium Therapeutic Functions: An Update on Pharmacokinetics, Pathophysiological Mechanisms of Action, Toxicity, and Side Effects.Molecular neurobiology · 2026Review
- Catching the Storm Before It Breaks: Advancing Early Diagnosis and Intervention in Bipolar Disorder.Life (Basel, Switzerland) · 2025Review
- Overlap and Divergence in Ketamine and Lithium Response in Bipolar Disorder: A Scoping Review.Pharmaceuticals (Basel, Switzerland) · 2025Review
- Genome-wide methylation biomarkers and biological aging in patients with bipolar disorder characterized for lithium response.European psychiatry : the journal of the Association of European Psychiatrists · 2025Article
- Pathway-Specific Polygenic Scores for Predicting Clinical Lithium Treatment Response in Patients With Bipolar Disorder.Biological psychiatry global open science · 2025Article
- Moving toward precision and personalized treatment strategies in psychiatry.The international journal of neuropsychopharmacology · 2025Review
- Longitudinal studies of bipolar patients and their families: translating findings to advance individualized risk prediction, treatment and research.International journal of bipolar disorders · 2024Review
- Pharmacogenomics and response to lithium in bipolar disorder.Pharmacogenomics · 2024Review
- CaMKK2 as an emerging treatment target for bipolar disorder.Molecular psychiatry · 2023Review
- Methylomic biomarkers of lithium response in bipolar disorder: a clinical utility study.International journal of bipolar disorders · 2023Article
- Methylomic Biomarkers of Lithium Response in Bipolar Disorder: A Proof of Transferability Study.Pharmaceuticals (Basel, Switzerland) · 2022Article
- Association of Attention-Deficit/Hyperactivity Disorder and Depression Polygenic Scores with Lithium Response: A Consortium for Lithium Genetics Study.Complex psychiatry · 2021Article
- Chronic lithium treatment alters the excitatory/ inhibitory balance of synaptic networks and reduces mGluR5-PKC signalling in mouse cortical neurons.Journal of psychiatry & neuroscience : JPN · 2021Article
- Lessons from ecology for understanding the heterogeneity of bipolar disorder.Journal of psychiatry & neuroscience : JPNArticle
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Authors and funding
37 authors.
Funding
Abstract
Predicting lithium response (LiR) in bipolar disorder (BD) may inform treatment planning, but phenotypic heterogeneity complicates discovery of genomic markers. We hypothesized that patients with "exemplary phenotypes"-those whose clinical features are reliably associated with LiR and non-response (LiNR)-are more genetically separable than those with less exemplary phenotypes. Using clinical data collected from people with BD (n = 1266 across 7 centers; 34.7% responders), we computed a "clinical exemplar score," which measures the degree to which a subject's clinical phenotype is reliably predictive of LiR/LiNR. For patients whose genotypes were available (n = 321), we evaluated whether a subgroup of responders/non-responders with the top 25% of clinical exemplar scores (the "best clinical exemplars") were more accurately classified based on genetic data, compared to a subgroup with the lowest 25% of clinical exemplar scores (the "poor clinical exemplars"). On average, the best clinical exemplars of LiR had a later illness onset, completely episodic clinical course, absence of rapid cycling and psychosis, and few psychiatric comorbidities. The best clinical exemplars of LiR and LiNR were genetically separable with an area under the receiver operating characteristic curve of 0.88 (IQR [0.83, 0.98]), compared to 0.66 [0.61, 0.80] (p = 0.0032) among poor clinical exemplars. Variants in the Alzheimer's amyloid-secretase pathway, along with G-protein-coupled receptor, muscarinic acetylcholine, and histamine H1R signaling pathways were informative predictors. This study must be replicated on larger samples and extended to predict response to other mood stabilizers.
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