Association of polygenic score and the involvement of cholinergic and glutamatergic pathways with lithium treatment response in patients with bipolar disorder.
Azmeraw T AmareAnbupalam ThalamuthuKlaus Oliver SchubertJanice M FullertonMuktar AhmedSimon HartmannSergi PapiolUrs HeilbronnerFranziska DegenhardtFasil Tekola-AyeleLiping HouYi-Hsiang HsuTatyana ShekhtmanMazda AdliNirmala AkulaKazufumi AkiyamaRaffaella ArdauBárbara AriasJean-Michel AubryRoland HaslerHélène Richard-LepourielNader PerroudLena BacklundAbesh Kumar BhattacharjeeFrank BellivierAntonio BenabarreSusanne BengesserJoanna M BiernackaArmin BirnerCynthia Marie-ClairePablo CervantesHsi-Chung ChenCaterina ChillottiSven CichonCristiana CruceanuPiotr M CzerskiNina DalknerMaria Del ZompoJ Raymond DePauloBruno EtainStéphane JamainPeter FalkaiAndreas J ForstnerLouise FrisenMark A FryeSébastien GardJulie S GarnhamFernando S GoesMaria Grigoroiu-SerbanescuAndreas J FallgatterSophia StegmaierThomas EthoferSilvia BiereKristiyana PetrovaCeylan SchusterKristina AdorjanMonika BuddeMaria HeilbronnerJanos L KalmanMojtaba Oraki KohshourDaniela Reich-ErkelenzSabrina K SchauppEva C SchulteFanny SennerThomas VoglIon-George AnghelescuVolker AroltUdo DannlowskiDetlef DietrichChristian FiggeMarkus JägerFabian U LangGeorg JuckelCarsten KonradJens ReimerMax SchmaußAndrea SchmittCarsten SpitzerMartin von HagenJens WiltfangJörg ZimmermannTill F M AndlauerAndre FischerFelix BermpohlPhilipp S RitterSilke MaturaAnna GryaznovaIrina FalkenbergCüneyt YildizTilo KircherJulia SchmidtMarius KochKathrin GadeSarah TrostIda S HaussleiterMartin LambertAnja C RohenkohlVivien KraftPaul GrofRyota HashimotoJoanna HauserStefan HermsPer HoffmannEsther JiménezJean-Pierre KahnLayla KassemPo-Hsiu KuoTadafumi KatoJohn KelsoeKatharina LichterEwa Ferensztajn-RochowiakBarbara KönigIchiro KusumiGonzalo LajeMikaél LandénCatharina LavebrattMarion LeboyerSusan G LeckbandAlfonso TortorellaMirko ManchiaLina MartinssonMichael J McCarthySusan McElroyFrancesc Colom VictorianoVincent MillischerMarina MitjansFrancis M MondimorePalmiero MonteleoneCaroline M NievergeltMarkus Maria NöthenTomáš NovákClaire O'DonovanNorio OzakiAndrea PfennigClaudia PisanuJames B PotashAndreas ReifEva Z ReininghausGuy A RouleauJanusz K RybakowskiMartin SchallingPeter R SchofieldBarbara W SchweizerGiovanni SeverinoPaul D ShillingKatzutaka ShimodaChristian SimhandlClaire M SlaneyAlessio SquassinaThomas StammPavla StopkovaMario MajGustavo TureckiEduard VietaJulia VeehStephanie-H WittAdam WrightPeter P ZandiPhilip B MitchellMichael BauerMartin AldaMarcella D C RietschelFrancis J McMahonThomas G SchulzeScott Richard ClarkBernhard T BaunePublished in: Molecular psychiatry (2023)
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 + PGS ) 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 + PGS was developed in the International Consortium of Lithium Genetics cohort (ConLi + Gen: N = 2367) and replicated in the combined PsyCourse (N = 89) and BipoLife (N = 102) studies. The associations of Li + PGS 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 + PGS was positively associated with lithium treatment response in the ConLi + Gen cohort, in both the categorical (P = 9.8 × 10 - 12 , R 2 = 1.9%) and continuous (P = 6.4 × 10 - 9 , R 2 = 2.6%) outcomes. Compared to bipolar patients in the 1 st decile of the risk distribution, individuals in the 10 th 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 - 4 , R 2 = 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 + PGS may be useful in the development of pharmacogenomic testing strategies by enabling a classification of bipolar patients according to their response to treatment.
Keyphrases
- bipolar disorder
- end stage renal disease
- solid state
- genome wide
- ejection fraction
- newly diagnosed
- mental health
- chronic kidney disease
- prognostic factors
- type diabetes
- peritoneal dialysis
- dna methylation
- gene expression
- major depressive disorder
- patient reported outcomes
- adipose tissue
- transcription factor
- early onset
- combination therapy