[PDF][PDF] Polygenic prediction across populations is influenced by ancestry, genetic architecture, and methodology

Y Wang, M Kanai, T Tan, M Kamariza, K Tsuo, K Yuan… - Cell Genomics, 2023 - cell.com
… and across ancestries using 17 quantitative phenotypes Genetic architecture of 17 studied
phenotypes To understand how trait genetic architecture influences the accuracy of PRSs …

[HTML][HTML] Assessment of polygenic architecture and risk prediction based on common variants across fourteen cancers

…, Genetics and Epidemiology of Colorectal Cancer … - Nature …, 2020 - nature.com
Genome-wide association studies (GWAS) have led to the identification of hundreds of
susceptibility loci across cancers, but the impact of further studies remains uncertain. Here we …

Genetic prediction of complex traits with polygenic scores: a statistical review

Y Ma, X Zhou - Trends in Genetics, 2021 - cell.com
genetic architectures. … Genetic prediction of complex traits requires the development of
statistical methods that can properly model polygenic architecture and construct a polygenic score …

[PDF][PDF] The omnigenic model and polygenic prediction of complex traits

I Mathieson - The American Journal of Human Genetics, 2021 - cell.com
… We have learned an enormous amount about the genetic architecture of complex traits
through GWASs but interpreting this knowledge in the context of biological processes has been …

The emerging pattern of shared polygenic architecture of psychiatric disorders, conceptual and methodological challenges

OB Smeland, O Frei, CC Fan, A Shadrin… - … genetics, 2019 - journals.lww.com
polygenic phenotypes. We review how these tools have informed the current knowledge on
the genetic architecture … these tools may improve genetic prediction and estimate discovery …

[HTML][HTML] Estimation of regional polygenicity from GWAS provides insights into the genetic architecture of complex traits

R Johnson, KS Burch, K Hou, M Paciuc… - PLoS computational …, 2021 - journals.plos.org
genetic architecture of complex traits. Accurate estimates of genome-wide polygenicity can
be used to improve the prediction accuracy of polygenic … context of phenotype prediction [7–…

[HTML][HTML] Genetic architecture and selective sweeps after polygenic adaptation to distant trait optima

MG Stetter, K Thornton, J Ross-Ibarra - PLoS Genetics, 2018 - journals.plos.org
… and type of selective sweeps and the demography are added as parameters to the modern
genetic architecture, we can predict the evolutionary rate, σ m , and V S with 70% accuracy. …

Improving polygenic prediction in ancestrally diverse populations

Y Ruan, YF Lin, YCA Feng, CY Chen, M Lam, Z Guo… - … genetics, 2022 - nature.com
… with a wide range of genetic architectures, cross-population genetic overlaps and discovery
GWAS sample sizes in simulations, and improves the prediction of quantitative traits and …

Polygenic architecture of human neuroanatomical diversity

A Biton, N Traut, JB Poline, BS Aribisala… - Cerebral …, 2020 - academic.oup.com
… The genetic architecture of neuroanatomical diversity could result, alternatively, from the …
genome-wide polygenic scores (GPSs), which provide a phenotypic prediction at the individual …

[HTML][HTML] Genetic architecture of gene expression traits across diverse populations

LS Mogil, A Andaleon, A Badalamenti… - … genetics, 2018 - journals.plos.org
polygenic only models for gene expression prediction across populations. Thus, the genetic
architecture of gene expression for many genesgenes do perform better in more polygenic