Clinical use of current polygenic risk scores may exacerbate health disparities

AR Martin, M Kanai, Y Kamatani, Y Okada, BM Neale… - Nature …, 2019 - nature.com
Polygenic risk scores (PRS) are poised to improve biomedical outcomes via precision
medicine. However, the major ethical and scientific challenge surrounding clinical …

Tutorial: a guide to performing polygenic risk score analyses

SW Choi, TSH Mak, PF O'Reilly - Nature protocols, 2020 - nature.com
A polygenic score (PGS) or polygenic risk score (PRS) is an estimate of an individual's
genetic liability to a trait or disease, calculated according to their genotype profile and …

PRSice-2: Polygenic Risk Score software for biobank-scale data

SW Choi, PF O'Reilly - Gigascience, 2019 - academic.oup.com
Background Polygenic risk score (PRS) analyses have become an integral part of
biomedical research, exploited to gain insights into shared aetiology among traits, to control …

Integrative omics for health and disease

KJ Karczewski, MP Snyder - Nature Reviews Genetics, 2018 - nature.com
Advances in omics technologies—such as genomics, transcriptomics, proteomics and
metabolomics—have begun to enable personalized medicine at an extraordinarily detailed …

Improved polygenic prediction by Bayesian multiple regression on summary statistics

LR Lloyd-Jones, J Zeng, J Sidorenko, L Yengo… - Nature …, 2019 - nature.com
Accurate prediction of an individual's phenotype from their DNA sequence is one of the great
promises of genomics and precision medicine. We extend a powerful individual-level data …

[HTML][HTML] Human demographic history impacts genetic risk prediction across diverse populations

AR Martin, CR Gignoux, RK Walters, GL Wojcik… - The American Journal of …, 2017 - cell.com
The vast majority of genome-wide association studies (GWASs) are performed in
Europeans, and their transferability to other populations is dependent on many factors (eg …

An exposure-wide and Mendelian randomization approach to identifying modifiable factors for the prevention of depression

KW Choi, MB Stein, KM Nishimi, T Ge… - American Journal of …, 2020 - Am Psychiatric Assoc
Objective: Efforts to prevent depression, the leading cause of disability worldwide, have
focused on a limited number of candidate factors. Using phenotypic and genomic data from …

Heritability of schizophrenia and schizophrenia spectrum based on the nationwide Danish twin register

R Hilker, D Helenius, B Fagerlund, A Skytthe… - Biological …, 2018 - Elsevier
Background Twin studies have provided evidence that both genetic and environmental
factors contribute to schizophrenia (SZ) risk. Heritability estimates of SZ in twin samples …

Psychiatric genetics and the structure of psychopathology

JW Smoller, OA Andreassen, HJ Edenberg… - Molecular …, 2019 - nature.com
For over a century, psychiatric disorders have been defined by expert opinion and clinical
observation. The modern DSM has relied on a consensus of experts to define categorical …

Eliciting priors and relaxing the single causal variant assumption in colocalisation analyses

C Wallace - PLoS genetics, 2020 - journals.plos.org
Horizontal integration of summary statistics from different GWAS traits can be used to
evaluate evidence for their shared genetic causality. One popular method to do this is a …