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 …

The new genetics of intelligence

R Plomin, S Von Stumm - Nature Reviews Genetics, 2018 - nature.com
Intelligence—the ability to learn, reason and solve problems—is at the forefront of
behavioural genetic research. Intelligence is highly heritable and predicts important …

Polygenic prediction of educational attainment within and between families from genome-wide association analyses in 3 million individuals

A Okbay, Y Wu, N Wang, H Jayashankar, M Bennett… - Nature …, 2022 - nature.com
We conduct a genome-wide association study (GWAS) of educational attainment (EA) in a
sample of~ 3 million individuals and identify 3,952 approximately uncorrelated genome …

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 …

Genetic analysis of social-class mobility in five longitudinal studies

DW Belsky, BW Domingue, R Wedow… - Proceedings of the …, 2018 - pnas.org
A summary genetic measure, called a “polygenic score,” derived from a genome-wide
association study (GWAS) of education can modestly predict a person's educational and …

Polygenic scores via penalized regression on summary statistics

TSH Mak, RM Porsch, SW Choi, X Zhou… - Genetic …, 2017 - Wiley Online Library
Polygenic scores (PGS) summarize the genetic contribution of a person's genotype to a
disease or phenotype. They can be used to group participants into different risk categories …

[HTML][HTML] Comparing within-and between-family polygenic score prediction

S Selzam, SJ Ritchie, JB **ault, CA Reynolds… - The American Journal of …, 2019 - cell.com
Polygenic scores are a popular tool for prediction of complex traits. However, prediction
estimates in samples of unrelated participants can include effects of population stratification …

A direct test of the diathesis–stress model for depression

L Colodro-Conde, B Couvy-Duchesne, G Zhu… - Molecular …, 2018 - nature.com
The diathesis–stress theory for depression states that the effects of stress on the depression
risk are dependent on the diathesis or vulnerability, implying multiplicative interactive effects …

Genetic risk for autism spectrum disorders and neuropsychiatric variation in the general population

EB Robinson, B St Pourcain, V Anttila, JA Kosmicki… - Nature …, 2016 - nature.com
Almost all genetic risk factors for autism spectrum disorders (ASDs) can be found in the
general population, but the effects of this risk are unclear in people not ascertained for …

Shared genetic aetiology between cognitive functions and physical and mental health in UK Biobank (N= 112 151) and 24 GWAS consortia

SP Hagenaars, SE Harris, G Davies, WD Hill… - Molecular …, 2016 - nature.com
Causes of the well-documented association between low levels of cognitive functioning and
many adverse neuropsychiatric outcomes, poorer physical health and earlier death remain …