Principles and methods for transferring polygenic risk scores across global populations

…, Polygenic Risk Methods in Diverse Populations … - Nature Reviews …, 2024 - nature.com
… to integrate data from diverse populations, enabling more powerful analyses of … populations
5 . Here, we consider the principles and methods of applying PRSs across global populations

Comparison of nonblood-based and blood-based total CV risk scores in global populations

TA Gaziano, S Abrahams-Gessel, S Alam, D Alam… - Global heart, 2016 - Elsevier
… the CVD risk score identified 15% of the population above this risk threshold, then we used
the equivalent risk threshold of the Harvard NHANES score to identify 15% of the population. …

A novel risk score to predict cardiovascular disease risk in national populations (Globorisk): a pooled analysis of prospective cohorts and health examination surveys

K Hajifathalian, P Ueda, Y Lu, M Woodward… - The lancet Diabetes & …, 2015 - thelancet.com
… Comparison of the Framingham and Reynolds Risk scores for global cardiovascular risk
Application in national populations We used the risk score to estimate the 10-year risk of fatal …

[HTML][HTML] Genetic disease risks can be misestimated across global populations

MS Kim, KP Patel, AK Teng, AJ Berens, J Lachance - Genome biology, 2018 - Springer
… sequence data from global populations with results from … of how disease risks can be
misestimated in global populations, and (3… genetic risk scores that correct for major sources of …

Clinical use of current polygenic risk scores may exacerbate health disparities

AR Martin, M Kanai, Y Kamatani, Y Okada, BM Neale… - Nature …, 2019 - nature.com
… pressure in all populations. In contrast, other effects on polygenic adaptation or risk
scores, such as long-standing environmental differences across global populations that have …

Development and validation of improved algorithms for the assessment of global cardiovascular risk in women: the Reynolds Risk Score

PM Ridker, JE Buring, N Rifai, NR Cook - Jama, 2007 - jamanetwork.com
risk in a currently healthy population. Equally important, that analysis relied on data from
1712 women who experienced only 68 vascular events, many of which were coded as heart …

Risk scores for type 2 diabetes can be applied in some populations but not all

C GLumer, D Vistisen, K Borch-Johnsen… - Diabetes …, 2006 - Am Diabetes Assoc
risk factors on having undiagnosed type 2 diabetes differs between populations from different
ethnic origin, and risk scores … of one risk score in nine populations of diverse ethnic origin. …

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

L Duncan, H Shen, B Gelaye, J Meijsen… - Nature …, 2019 - nature.com
… in score distributions for global populations. Polygenic … of polygenic risk scores is poorer in
non-European populations, … genetic diversity within many African populations, the phenotypic …

Risk scores for predicting advanced colorectal neoplasia in the average-risk population: a systematic review and meta-analysis

L Peng, K Weigl, D Boakye… - Official journal of the …, 2018 - journals.lww.com
… original risk scores were identified. Risk scores included a median number of 5 risk factors.
… The area under the receiver operating characteristic curve of risk scores ranged from 0.62 to …

[HTML][HTML] A comparative assessment between Globorisk and WHO cardiovascular disease risk scores: a population-based study

A Dehghan, F Rezaei, D Aune - Scientific Reports, 2023 - nature.com
risk scores in individual’s level. In laboratory-based models, agreement across categories
was substantial in the overall population (… substantial for the whole population (kappa values: …