[PDF][PDF] Stability of polygenic scores across discovery genome-wide association studies

LM Schultz, AK Merikangas, K Ruparel… - Human Genetics and …, 2022 - cell.com
Polygenic scores (PGS) are commonly evaluated in terms of their predictive accuracy at the
population level by the proportion of phenotypic variance they explain. To be useful for …

Research Review: How to interpret associations between polygenic scores, environmental risks, and phenotypes

JB Pingault, AG Allegrini, T Odigie… - Journal of Child …, 2022 - Wiley Online Library
… , polygenic scores are also afflicted by biases common to many genetic association studies,
… This can lead to false-positive findings, that is, polygenic scores predicting outcomes in the …

Polygenic scores: prediction versus explanation

R Plomin, S Von Stumm - Molecular psychiatry, 2022 - nature.com
association studies by covarying principal component scores for groups that differ in SNP
resemblance. Polygenic scores … components in analyses of their association with a phenotype. …

Phenotypic annotation: using polygenic scores to translate discoveries from genome-wide association studies from the top down

DW Belsky, KP Harden - Current Directions in Psychological …, 2019 - journals.sagepub.com
studies, and neuroimaging studies. This gain in statistical power comes with a loss of granularity:
Associations with polygenic scores … However, much of biology is itself polygenic (Iacono…

Analysis of polygenic risk score usage and performance in diverse human populations

L Duncan, H Shen, B Gelaye, J Meijsen… - Nature …, 2019 - nature.com
… Accordingly, representation of non-European ancestry participants in genome-wide association
studies (GWAS) increased, from 4% in 2009 1 to 19% in 2016 3 . Most of the increase in …

Polygenic risk scores: from research tools to clinical instruments

CM Lewis, E Vassos - Genome medicine, 2020 - Springer
association studies have shown unequivocally that common complex disorders have a
polygenic … These variants can be combined into a polygenic risk score that captures part of an …

Exploring the predictive power of polygenic scores derived from genome-wide association studies: a study of 10 complex traits

HC So, PC Sham - Bioinformatics, 2017 - academic.oup.com
… of genome-wide association studies (GWAS) in the past decade, how far have we
reached this goal? In this study we explored the predictive ability of polygenic risk scores (PRSs) …

Polygenic inheritance, GWAS, polygenic risk scores, and the search for functional variants

DJM Crouch, WF Bodmer - Proceedings of the National …, 2020 - National Acad Sciences
… It was an obvious possibility to extend the HLA and disease association studies to looking
for the association between any marker and a disease on the assumption that this could lead, …

Meta-analysis of genome-wide association studies for neuroticism, and the polygenic association with major depressive disorder

MHM De Moor, SM Van Den Berg, KJH Verweij… - JAMA …, 2015 - jamanetwork.com
… Together with our findings of an SNP-based heritability of approximately 15% and an
increase in explained variance in the polygenic risk score analysis when polygenic scores are …

Polygenic scores in biomedical research

IJ Kullo, CM Lewis, M Inouye, AR Martin… - Nature Reviews …, 2022 - nature.com
association studies (GWAS) and subsequently, calculation of polygenic scores (PGSs; also
called polygenic risk scores, … to generate comprehensive risk scores with greater accuracy. …