Principles and methods for transferring polygenic risk scores across global populations

…, Polygenic Risk Methods in Diverse Populations … - Nature Reviews …, 2024 - nature.com
… data collection initiatives of diverse populations 5 . Here, we consider the principles and
methods of applying PRSs across global populations, complementing existing reviews on PRS …

Challenges and opportunities for developing more generalizable polygenic risk scores

Y Wang, K Tsuo, M Kanai, BM Neale… - Annual review of …, 2022 - annualreviews.org
… Similar to challenges with transferring predicted BVs across … accuracy and transferability
across populations, especially … Prospective studies offer more real-world insights into the …

[HTML][HTML] A principal component informed approach to address polygenic risk score transferability across European cohorts

K Pärna, IM Nolte, H Snieder, K Fischer… - Frontiers in …, 2022 - frontiersin.org
… for population genetic structure via PCA, by far the most broadly adopted control method in
… GWAS is adjusted for the discovery cohort’s specific principal components (PCs) (Price et al., …

Tutorial: a guide to performing polygenic risk score analyses

SW Choi, TSH Mak, PF O'Reilly - Nature protocols, 2020 - nature.com
… that any risk of overlap is minimized through judicious use of … Stringent adjustment of effects
via genetic principal … in a target sample from a different worldwide population from that of the …

Improving reporting standards for polygenic scores in risk prediction studies

H Wand, SA Lambert, C Tamburro, MA Iacocca… - Nature, 2021 - nature.com
… to as polygenic risk scores (PRSs), or genetic or genomic risk … of disease domains, risk
score categories and populations) to … Moving forward, supplementary frameworks should be …

Responsible use of polygenic risk scores in the clinic: potential benefits, risks and gaps

Nature Medicine, 2021 - nature.com
… bring the individual’s risk closer to the population average 7 . … On the basis of equivalent risk
principles, it can be argued … BOADICEA/CanRisk is part of a first wave of PRSs moving into …

Polygenic scores to assess atherosclerotic cardiovascular disease risk: clinical perspectives and basic implications

KG Aragam, P Natarajan - Circulation research, 2020 - Am Heart Assoc
… have been leveraged to create polygenic risk scores. We then … in statin benefit was noted
moving from low (bottom 20% of … trial populations attest to a potential role for polygenic risk

[HTML][HTML] An ensemble penalized regression method for multi-ancestry polygenic risk prediction

J Zhang, J Zhan, J Jin, C Ma, R Zhao… - Nature …, 2024 - nature.com
method for generating multi-ancestry Polygenic Risk scOres … and validation datasets across
diverse populations. The … (23andMe), the Global Lipids Genetics Consortium (GLGC) 37 , …

[HTML][HTML] On cross-ancestry cancer polygenic risk scores

LG Fritsche, Y Ma, D Zhang, M Salvatore, S Lee… - PLoS …, 2021 - journals.plos.org
… in GWAS is transferred to PRS research. Discovery of genetic … While a fraction of risk variants
is likely population-specific, … We used both principal component-based ancestry prediction …

Predicting polygenic risk of psychiatric disorders

AR Martin, MJ Daly, EB Robinson, SE Hyman… - Biological …, 2019 - Elsevier
… by the number of risk alleles, starting with the most and moving to the least significant …
constructing polygenic risk scores for ASD, ADHD, and cognitive ability in three general population