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Exemplar scoring identifies genetically separable phenotypes of lithium responsive bipolar disorder

Authors :
Abraham Nunes
William Stone
Raffaella Ardau
Anne Berghöfer
Alberto Bocchetta
Caterina Chillotti
Valeria Deiana
Franziska Degenhardt
Andreas J. Forstner
Julie S. Garnham
Eva Grof
Tomas Hajek
Mirko Manchia
Manuel Mattheisen
Francis McMahon
Bruno Müller-Oerlinghausen
Markus M. Nöthen
Marco Pinna
Claudia Pisanu
Claire O’Donovan
Marcella D. C. Rietschel
Guy Rouleau
Thomas Schulze
Giovanni Severino
Claire M. Slaney
Alessio Squassina
Aleksandra Suwalska
Gustavo Turecki
Rudolf Uher
Petr Zvolsky
Pablo Cervantes
Maria del Zompo
Paul Grof
Janusz Rybakowski
Leonardo Tondo
Thomas Trappenberg
Martin Alda
Source :
Translational Psychiatry, Vol 11, Iss 1, Pp 1-13 (2021)
Publication Year :
2021
Publisher :
Nature Publishing Group, 2021.

Abstract

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.

Details

Language :
English
ISSN :
21583188
Volume :
11
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Translational Psychiatry
Publication Type :
Academic Journal
Accession number :
edsdoj.148507cd1abd48b0b4092cfa43da61f1
Document Type :
article
Full Text :
https://doi.org/10.1038/s41398-020-01148-y