Back to Search Start Over

Polygenic risk scores for major depressive disorder and neuroticism as predictors of antidepressant response: Meta-analysis of three treatment cohorts

Authors :
Richard M. Weinshilboum
Daniel J. Smith
Gregory D. Jenkins
Joey Ward
Mark A. Frye
Nicholas Graham
Rudolf Uher
Wenan Chen
Rona J. Strawbridge
Joanna M. Biernacka
Amy Ferguson
Cathryn M. Lewis
Karen Hodgson
Source :
PLoS ONE, Ward, J, Graham, N, Strawbridge, R J, Ferguson, A, Jenkins, G, Chen, W, Hodgson, K, Frye, M, Weinshilboum, R, Uher, R, Lewis, C M, Biernacka, J & Smith, D J 2018, ' Polygenic risk scores for major depressive disorder and neuroticism as predictors of antidepressant response : Meta-analysis of three treatment cohorts ', PLoS ONE, vol. 13, no. 9, e0203896 . https://doi.org/10.1371/journal.pone.0203896, PLoS ONE, Vol 13, Iss 9, p e0203896 (2018)
Publication Year :
2018
Publisher :
Public Library of Science, 2018.

Abstract

There are currently no reliable approaches for correctly identifying which patients with major depressive disorder (MDD) will respond well to antidepressant therapy. However, recent genetic advances suggest that Polygenic Risk Scores (PRS) could allow MDD patients to be stratified for antidepressant response. We used PRS for MDD and PRS for neuroticism as putative predictors of antidepressant response within three treatment cohorts: The Genome-based Therapeutic Drugs for Depression (GENDEP) cohort, and 2 sub-cohorts from the Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomics Study PRGN-AMPS (total patient number = 760). Results across cohorts were combined via meta-analysis within a random effects model. Overall, PRS for MDD and neuroticism did not significantly predict antidepressant response but there was a consistent direction of effect, whereby greater genetic loading for both MDD (best MDD result, p < 5*10–5 MDD-PRS at 4 weeks, β = -0.019, S.E = 0.008, p = 0.01) and neuroticism (best neuroticism result, p < 0.1 neuroticism-PRS at 8 weeks, β = -0.017, S.E = 0.008, p = 0.03) were associated with less favourable response. We conclude that the PRS approach may offer some promise for treatment stratification in MDD and should now be assessed within larger clinical cohorts.

Details

Language :
English
ISSN :
19326203
Volume :
13
Issue :
9
Database :
OpenAIRE
Journal :
PLoS ONE
Accession number :
edsair.doi.dedup.....775895179883d9a5dc14416762f88ff8