Polygenic risk scoring and prediction of mental health outcomes
- PMID: 30339992
- PMCID: PMC6426686
- DOI: 10.1016/j.copsyc.2018.09.002
Polygenic risk scoring and prediction of mental health outcomes
Abstract
Psychiatric conditions are highly polygenic, meaning that genetic risk arises from many hundreds or thousands of genetic variants. Psychiatric genomics and psychological science are increasingly using polygenic risk scoring-the integration of all common genetic variant effects into a single risk metric-to model latent risk and to predict mental health outcomes. This review discusses the use of these scores in psychology and psychiatry to date, important methodological considerations, and potential of scoring methods for informing psychological science. Polygenic risk scores can easily be added to environmental and behavioral genetic models of latent risk, making them desirable metrics for use in psychological research.
Copyright © 2018 Elsevier Ltd. All rights reserved.
Conflict of interest statement
Declaration of Interest:
Dr. Anna Docherty reports grants from National Institute of Mental Health (grant number K01MH093731), grants from Brain & Behavior Research Foundation (NARSAD Young Investigator Award), and support from the University of Utah EDGE Scholar Program during the conduct of the review. The authors report no other conflicts of interest.
References
-
- Miki Y, Swensen J, Shattuck-Eidens D, Futreal PA, Harshman K, Tavtigian S, Liu Q, Cochran C, Bennett LM, Ding W, et al.: A strong candidate for the breast and ovarian cancer susceptibility gene BRCA1. Science 1994, 266:66–71. - PubMed
-
- Manchanda R, Legood R, Burnell M, McGuire A, Raikou M, Loggenberg K, Wardle J, Sanderson S, Gessler S, Side L, et al.: Cost-effectiveness of population screening for BRCA mutations in Ashkenazi jewish women compared with family history–based testing. J Natl Cancer Inst 2014, 107:dju380. - PMC - PubMed
-
- Cardno AG, Marshall EJ, Coid B, Macdonald AM, Ribchester TR, Davies NJ, Venturi P, Jones LA, Lewis SW, Sham PC, et al.: Heritability estimates for psychotic disorders: the Maudsley twin psychosis series. Arch Gen Psychiatry 1999, 56:162–168. - PubMed
-
- McGue M, Christensen K: The heritability of depression symptoms in elderly Danish twins: occasion-specific versus general effects. Behav Genet 2003, 33:83–93. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Medical