Prediction of antipsychotics efficacy based on a polygenic risk score: a real-world cohort study

被引:1
作者
De Pieri, Marco [1 ,2 ,3 ,4 ]
Ferrari, Marco [1 ]
Pistis, Giorgio [5 ]
Gamma, Franziska [6 ]
Marino, Franca [1 ]
Von Gunten, Armin [7 ]
Conus, Philippe [5 ]
Cosentino, Marco [1 ]
Eap, Chin-Bin [4 ,8 ,9 ,10 ]
机构
[1] Ctr Res Med Pharmacol, Varese, Italy
[2] Univ Insubria, PhD Program Clin & Expt Med & Med Humanities, Varese, Italy
[3] Hop Univ Geneve, Gen Psychiat Serv, Geneva, Switzerland
[4] Univ Lausanne, Lausanne Univ Hosp, Ctr Psychiat Neurosci, Dept Psychiat,Unit Pharmacogenet & Clin Psychophar, Prilly, Switzerland
[5] Univ Lausanne, Lausanne Univ Hosp, Dept Psychiat, Serv Gen Psychiat, Prilly, Switzerland
[6] Le Toises Psychiat & Psychotherapy Ctr, Lausanne, Switzerland
[7] Univ Lausanne, Lausanne Univ Hosp, Dept Psychiat, Serv Old Age Psychiat, Prilly, Switzerland
[8] Univ Geneva, Univ Lausanne, Sch Pharmaceut Sci, Geneva, Switzerland
[9] Lausanne Univ, Ctr Res & Innovat Clin Pharmaceut Sci, Lausanne, Switzerland
[10] Univ Geneva, Univ Lausanne, Inst Pharmaceut Sci Western Switzerland, Lausanne, Switzerland
关键词
antipsychotics; personalized medicine; GWAS; response to treatment; polygenic risk score; single nucleotide polimorphism (SNP); GENOME-WIDE ASSOCIATION; ATYPICAL ANTIPSYCHOTICS; TREATMENT-RESISTANCE; RATING-SCALE; CGI-S; SCHIZOPHRENIA; SYMPTOMS; DISORDER; PATIENT;
D O I
10.3389/fphar.2024.1274442
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Response to antipsychotics is subject to a wide interindividual variability, due to genetic and non-genetic factors. Several single nucleotide polymorphisms (SNPs) have been associated with response to antipsychotics in genome-wide association studies (GWAS). Polygenic risk scores (PRS) are a powerful tool to aggregate into a single measure the small effects of multiple risk alleles.Materials and methods: We studied the association between a PRS composed of SNPs associated with response to antipsychotics in GWAS studies (PRSresponse) in a real-world sample of patients (N = 460) with different diagnoses (schizophrenia spectrum, bipolar, depressive, neurocognitive, substance use disorders and miscellaneous). Two other PRSs composed of SNPs previously associated with risk of schizophrenia (PRSschizophrenia1 and PRSschizophrenia2) were also tested for their association with response to treatment.Results: PRSresponse was significantly associated with response to antipsychotics considering the whole cohort (OR = 1.14, CI = 1.03-1.26, p = 0.010), the subgroup of patients with schizophrenia, schizoaffective disorder or bipolar disorder (OR = 1.18, CI = 1.02-1.37, p = 0.022, N = 235), with schizophrenia or schizoaffective disorder (OR = 1.24, CI = 1.04-1.47, p = 0.01, N = 176) and with schizophrenia (OR = 1.27, CI = 1.04-1.55, p = 0.01, N = 149). Sensitivity and specificity were sub-optimal (schizophrenia 62%, 61%; schizophrenia spectrum 56%, 55%; schizophrenia spectrum plus bipolar disorder 60%, 56%; all patients 63%, 58%, respectively). PRSschizophrenia1 and PRSschizophrenia2 were not significantly associated with response to treatment.Conclusion: PRSresponse defined from GWAS studies is significantly associated with response to antipsychotics in a real-world cohort; however, the results of the sensitivity-specificity analysis preclude its use as a predictive tool in clinical practice.
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页数:12
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