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Association of polygenic score and the involvement of cholinergic and glutamatergic pathways with lithium treatment response in patients with bipolar disorder.

Authors :
Amare AT
Thalamuthu A
Schubert KO
Fullerton JM
Ahmed M
Hartmann S
Papiol S
Heilbronner U
Degenhardt F
Tekola-Ayele F
Hou L
Hsu YH
Shekhtman T
Adli M
Akula N
Akiyama K
Ardau R
Arias B
Aubry JM
Hasler R
Richard-Lepouriel H
Perroud N
Backlund L
Bhattacharjee AK
Bellivier F
Benabarre A
Bengesser S
Biernacka JM
Birner A
Marie-Claire C
Cervantes P
Chen HC
Chillotti C
Cichon S
Cruceanu C
Czerski PM
Dalkner N
Del Zompo M
DePaulo JR
Étain B
Jamain S
Falkai P
Forstner AJ
Frisen L
Frye MA
Gard S
Garnham JS
Goes FS
Grigoroiu-Serbanescu M
Fallgatter AJ
Stegmaier S
Ethofer T
Biere S
Petrova K
Schuster C
Adorjan K
Budde M
Heilbronner M
Kalman JL
Kohshour MO
Reich-Erkelenz D
Schaupp SK
Schulte EC
Senner F
Vogl T
Anghelescu IG
Arolt V
Dannlowski U
Dietrich D
Figge C
Jäger M
Lang FU
Juckel G
Konrad C
Reimer J
Schmauß M
Schmitt A
Spitzer C
von Hagen M
Wiltfang J
Zimmermann J
Andlauer TFM
Fischer A
Bermpohl F
Ritter P
Matura S
Gryaznova A
Falkenberg I
Yildiz C
Kircher T
Schmidt J
Koch M
Gade K
Trost S
Haussleiter IS
Lambert M
Rohenkohl AC
Kraft V
Grof P
Hashimoto R
Hauser J
Herms S
Hoffmann P
Jiménez E
Kahn JP
Kassem L
Kuo PH
Kato T
Kelsoe J
Kittel-Schneider S
Ferensztajn-Rochowiak E
König B
Kusumi I
Laje G
Landén M
Lavebratt C
Leboyer M
Leckband SG
Tortorella A
Manchia M
Martinsson L
McCarthy MJ
McElroy S
Colom F
Millischer V
Mitjans M
Mondimore FM
Monteleone P
Nievergelt CM
Nöthen MM
Novák T
O'Donovan C
Ozaki N
Pfennig A
Pisanu C
Potash JB
Reif A
Reininghaus E
Rouleau GA
Rybakowski JK
Schalling M
Schofield PR
Schweizer BW
Severino G
Shilling PD
Shimoda K
Simhandl C
Slaney CM
Squassina A
Stamm T
Stopkova P
Maj M
Turecki G
Vieta E
Veeh J
Witt SH
Wright A
Zandi PP
Mitchell PB
Bauer M
Alda M
Rietschel M
McMahon FJ
Schulze TG
Clark SR
Baune BT
Source :
Molecular psychiatry [Mol Psychiatry] 2023 Dec; Vol. 28 (12), pp. 5251-5261. Date of Electronic Publication: 2023 Jul 11.
Publication Year :
2023

Abstract

Lithium is regarded as the first-line treatment for bipolar disorder (BD), a severe and disabling mental health disorder that affects about 1% of the population worldwide. Nevertheless, lithium is not consistently effective, with only 30% of patients showing a favorable response to treatment. To provide personalized treatment options for bipolar patients, it is essential to identify prediction biomarkers such as polygenic scores. In this study, we developed a polygenic score for lithium treatment response (Li <superscript>+</superscript> <subscript>PGS</subscript> ) in patients with BD. To gain further insights into lithium's possible molecular mechanism of action, we performed a genome-wide gene-based analysis. Using polygenic score modeling, via methods incorporating Bayesian regression and continuous shrinkage priors, Li <superscript>+</superscript> <subscript>PGS</subscript> was developed in the International Consortium of Lithium Genetics cohort (ConLi <superscript>+</superscript> Gen: N = 2367) and replicated in the combined PsyCourse (N = 89) and BipoLife (N = 102) studies. The associations of Li <superscript>+</superscript> <subscript>PGS</subscript> and lithium treatment response - defined in a continuous ALDA scale and a categorical outcome (good response vs. poor response) were tested using regression models, each adjusted for the covariates: age, sex, and the first four genetic principal components. Statistical significance was determined at P < 0.05. Li <superscript>+</superscript> <subscript>PGS</subscript> was positively associated with lithium treatment response in the ConLi <superscript>+</superscript> Gen cohort, in both the categorical (P = 9.8 × 10 <superscript>-</superscript> <superscript>12</superscript> , R <superscript>2</superscript>  = 1.9%) and continuous (P = 6.4 × 10 <superscript>-</superscript> <superscript>9</superscript> , R <superscript>2</superscript>  = 2.6%) outcomes. Compared to bipolar patients in the 1 <superscript>st</superscript> decile of the risk distribution, individuals in the 10 <superscript>th</superscript> decile had 3.47-fold (95%CI: 2.22-5.47) higher odds of responding favorably to lithium. The results were replicated in the independent cohorts for the categorical treatment outcome (P = 3.9 × 10 <superscript>-</superscript> <superscript>4</superscript> , R <superscript>2</superscript>  = 0.9%), but not for the continuous outcome (P = 0.13). Gene-based analyses revealed 36 candidate genes that are enriched in biological pathways controlled by glutamate and acetylcholine. Li <superscript>+</superscript> <subscript>PGS</subscript> may be useful in the development of pharmacogenomic testing strategies by enabling a classification of bipolar patients according to their response to treatment.<br /> (© 2023. The Author(s).)

Details

Language :
English
ISSN :
1476-5578
Volume :
28
Issue :
12
Database :
MEDLINE
Journal :
Molecular psychiatry
Publication Type :
Academic Journal
Accession number :
37433967
Full Text :
https://doi.org/10.1038/s41380-023-02149-1