Evidence map›Paper›PMID 33431852›Full record

ArticleTranslational psychiatry2021

Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder.

Abraham Nunes, William Stone, Raffaella Ardau, Anne Berghöfer, Alberto Bocchetta, Caterina Chillotti, Valeria Deiana, Franziska Degenhardt, Andreas J Forstner, Julie S Garnham and 27 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. 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 · 2025
    Article
  5. Article
  6. Moving toward precision and personalized treatment strategies in psychiatry.The international journal of neuropsychopharmacology · 2025
    Review
  7. Review
  8. Review
  9. Review
  10. Article
  11. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

37 authors.

Abraham NunesDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.ORCID 0000-0002-4955-9150
William StoneFaculty of Computer Science, Dalhousie University, Halifax, NS, Canada.
Raffaella ArdauUnit of Clinical Pharmacology & San Giovanni di Dio Hospital, University Hospital of Cagliari, Cagliari, Italy.
Anne BerghöferCharité University Medical Center, Campus Charité Mitte, Institute for Social Medicine, Epidemiology and Health Economics, Berlin, Germany.ORCID 0000-0002-7897-6500
Alberto BocchettaUnit of Clinical Pharmacology & San Giovanni di Dio Hospital, University Hospital of Cagliari, Cagliari, Italy.
Caterina ChillottiUnit of Clinical Pharmacology & San Giovanni di Dio Hospital, University Hospital of Cagliari, Cagliari, Italy.
Valeria DeianaDepartment of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy.
Franziska DegenhardtInstitute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany.
Andreas J ForstnerInstitute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany.ORCID 0000-0002-1876-6368
Julie S GarnhamDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.ORCID 0000-0002-7987-4995
Eva GrofMood Disorders Center of Ottawa, Ottawa, Ontario, Canada.
Tomas HajekDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.ORCID 0000-0003-0281-8458
Mirko ManchiaDepartment of Medical Sciences and Public Health, Section of Psychiatry, University of Cagliari, Cagliari, Italy.ORCID 0000-0003-4175-6413
Manuel MattheisenDepartment of Psychiatry, University of Wurzburg, Wurzburg, Germany.
Francis McMahonNational Institute of Mental Health, Bethesda, MD, USA.ORCID 0000-0002-9469-305X
Bruno Müller-OerlinghausenCharité Universitätsmedizin-Berlin, Berlin, Germany.
Markus M NöthenInstitute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany.
Marco PinnaCentro Lucio Bini, Cagliari e Roma, Cagliari, Italy.
Claudia PisanuDepartment of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy.ORCID 0000-0002-9151-4319
Claire O'DonovanDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.
Marcella D C RietschelCentral Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Baden-Württemberg, Germany.ORCID 0000-0002-5236-6149
Guy RouleauMontreal Neurological Institute, McGill University, Montreal, QC, Canada.ORCID 0000-0001-8403-1418
Thomas SchulzeInstitute of Psychiatric Phenomics and Genomics, Munich, Germany.
Giovanni SeverinoDepartment of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy.ORCID 0000-0002-6354-2662
Claire M SlaneyDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.
Alessio SquassinaDepartment of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy.ORCID 0000-0001-7415-7607
Aleksandra SuwalskaDepartment of Adult Psychiatry, Poznan University of Medical Sciences, Poznan, Poland.ORCID 0000-0002-5759-5151
Gustavo TureckiDepartment of Psychiatry, McGill University Health Centre, Montreal, Québec, Canada.ORCID 0000-0003-4075-2736
Rudolf UherDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada.
Petr ZvolskyDepartment of Psychiatry, Charles University, Prague, Czech Republic.
Pablo CervantesDepartment of Psychiatry, McGill University Health Centre, Montreal, Québec, Canada.
Maria Del ZompoDepartment of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy.
Paul GrofMood Disorders Center of Ottawa, Ottawa, Ontario, Canada.
Janusz RybakowskiDepartment of Adult Psychiatry, Poznan University of Medical Sciences, Poznan, Poland.
Leonardo TondoCentro Lucio Bini, Cagliari e Roma, Cagliari, Italy.
Thomas TrappenbergFaculty of Computer Science, Dalhousie University, Halifax, NS, Canada.
Martin AldaDepartment of Psychiatry, Dalhousie University, Halifax, NS, Canada. malda@dal.ca.ORCID 0000-0001-9544-3944

Funding

Canada Research Chairs (Chaires de recherche du Canada) 231397Gouvernement du Canada | Canadian Institutes of Health Research (Instituts de Recherche en Santé du Canada) 166098
6 · The paper itself

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.

Indexed as

Bipolar DisorderAntimanic AgentsHumansLithiumLithium CompoundsPhenotypeAntimanic AgentsLithiumLithium Compounds

Identifiers

PMID33431852
PMCPMC7801503

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.