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Abstract

Objective:

Pharmacogenomic studies of antipsychotics have typically examined effects of individual polymorphisms. By contrast, polygenic risk scores (PRSs) derived from genome-wide association studies (GWAS) can quantify the influence of thousands of common alleles of small effect in a single measure. The authors examined whether PRSs for schizophrenia were predictive of antipsychotic efficacy in four independent cohorts of patients with first-episode psychosis (total N=510).

Method:

All study subjects received initial treatment with antipsychotic medication for first-episode psychosis, and all were genotyped on standard single-nucleotide polymorphism (SNP) arrays imputed to the 1000 Genomes Project reference panel. PRS was computed based on the results of the large-scale schizophrenia GWAS reported by the Psychiatric Genomics Consortium. Symptoms were measured by using total symptom rating scales at baseline and at week 12 or at the last follow-up visit before dropout.

Results:

In the discovery cohort, higher PRS significantly predicted higher symptom scores at the 12-week follow-up (controlling for baseline symptoms, sex, age, and ethnicity). The PRS threshold set at a p value <0.01 gave the strongest result in the discovery cohort and was used to replicate the findings in the other three cohorts. Higher PRS significantly predicted greater posttreatment symptoms in the combined replication analysis and was individually significant in two of the three replication cohorts. Across the four cohorts, PRS was significantly predictive of adjusted 12-week symptom scores (pooled partial r=0.18; 3.24% of variance explained). Patients with low PRS were more likely to be treatment responders than patients with high PRS (odds ratio=1.91 in the two Caucasian samples).

Conclusions:

Patients with higher PRS for schizophrenia tended to have less improvement with antipsychotic drug treatment. PRS burden may have potential utility as a prognostic biomarker.

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Supplementary Material

File (appi.ajp.2018.17121363.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 21 - 28
PubMed: 30392411

History

Received: 15 December 2017
Revision received: 7 May 2018
Revision received: 2 July 2018
Revision received: 18 July 2018
Accepted: 27 July 2018
Published online: 5 November 2018
Published in print: January 01, 2019

Keywords

  1. Polygenic Risk Score
  2. Schizophrenia
  3. Antipsychotics
  4. First Episode Psychosis

Authors

Affiliations

Jian-Ping Zhang, M.D., Ph.D. [email protected]
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Delbert Robinson, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Jin Yu, M.S.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Juan Gallego
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
W. Wolfgang Fleischhacker, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Rene S. Kahn, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Benedicto Crespo-Facorro, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Javier Vazquez-Bourgon, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
John M. Kane, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Anil K. Malhotra, M.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.
Todd Lencz, Ph.D.
From the Departments of Psychiatry and Molecular Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, N.Y.; the Division of Psychiatry Research, Northwell Health, Zucker Hillside Hospital, Glen Oaks, N.Y.; the Center for Psychiatric Neuroscience, Feinstein Institute for Medical Research, Manhasset, N.Y.; New York-Presbyterian/Westchester Division, Weill Cornell Medical College, White Plains, N.Y.; Medical University Innsbruck, Austria; Icahn School of Medicine at Mount Sinai, New York; and the Department of Medicine and Psychiatry, University of Cantabria, CIBERSAM, IDIVAL, University Hospital Marqués de Valdecilla, Santander, Spain.

Notes

Address correspondence to Dr. Zhang ([email protected]).

Funding Information

National Institute of Mental Health10.13039/100000025: K23MH097108, P30MH090590, P50MH080173, R21MH099868
Brain and Behavior Research Foundation10.13039/100000874
Supported in part by NIH (grant K23MH097108 to Dr. Zhang, grant R21MH099868 to Dr. Lencz, grant P30MH090590 to Dr. Kane, and grant P50MH080173 to Dr. Malhotra) and by NARSAD Young Investigator grants from the Brain and Behavior Research Foundation (to Dr. Zhang).

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