[HTML][HTML] Statistical genetics and polygenic risk score for precision medicine

T Konuma, Y Okada - Inflammation and regeneration, 2021 - Springer
The prediction of disease risks is an essential part of personalized medicine, which includes
early disease detection, prevention, and intervention. The polygenic risk score (PRS) has …

Polygenic scores in biomedical research

IJ Kullo, CM Lewis, M Inouye, AR Martin… - Nature Reviews …, 2022 - nature.com
Public health strategies aimed at disease prevention or early detection and intervention
have the potential to advance human health worldwide. However, their success depends on …

Towards clinical utility of polygenic risk scores

SA Lambert, G Abraham, M Inouye - Human molecular genetics, 2019 - academic.oup.com
Prediction of disease risk is an essential part of preventative medicine, often guiding clinical
management. Risk prediction typically includes risk factors such as age, sex, family history of …

The emerging field of polygenic risk scores and perspective for use in clinical care

T Yanes, AM McInerney-Leo, MH Law… - Human molecular …, 2020 - academic.oup.com
Genetic testing is used widely for diagnostic, carrier and predictive testing in monogenic
diseases. Until recently, there were no genetic testing options available for multifactorial …

Challenges and opportunities for developing more generalizable polygenic risk scores

Y Wang, K Tsuo, M Kanai, BM Neale… - Annual review of …, 2022 - annualreviews.org
Polygenic risk scores (PRS) estimate an individual's genetic likelihood of complex traits and
diseases by aggregating information across multiple genetic variants identified from genome …

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
Motivation It is hoped that advances in our knowledge in disease genomics will contribute to
personalized medicine such as individualized preventive strategies or early diagnoses of …

[HTML][HTML] Perspective: the clinical use of polygenic risk scores: race, ethnicity, and health disparities

MC Roberts, MJ Khoury, GA Mensah - Ethnicity & disease, 2019 - ncbi.nlm.nih.gov
Polygenic risk scores (PRS) are an emerging precision medicine tool based on multiple
gene variants that, taken alone, have weak associations with disease risks, but collectively …

[HTML][HTML] Implementation and implications for polygenic risk scores in healthcare

JL Slunecka, MD van der Zee, JJ Beck, BN Johnson… - Human genomics, 2021 - Springer
Increasing amounts of genetic data have led to the development of polygenic risk scores
(PRSs) for a variety of diseases. These scores, built from the summary statistics of genome …

[HTML][HTML] Polygenic scores in epidemiology: risk prediction, etiology, and clinical utility

BS Maher - Current epidemiology reports, 2015 - Springer
Genes account for a significant proportion of the risk for most common diseases. The
genome-wide association scan (GWAS) era of genetic epidemiology has generated a …

[HTML][HTML] Polygenic risk scores: from research tools to clinical instruments

CM Lewis, E Vassos - Genome medicine, 2020 - Springer
Genome-wide association studies have shown unequivocally that common complex
disorders have a polygenic genetic architecture and have enabled researchers to identify …