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Development of polygenic risk score
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Several polygenic risk scores (PRS) have been developed for cardiovascular risk prediction, but the additive value of including PRS together with conventional risk factors for risk prediction is questionable. This study assesses the clinical utility of including four PRS generated from 194, 46K, 1.5M, and 6M SNPs, along with conventional risk factors, to predict risk of ischemic heart disease (IHD), myocardial infarction (MI), and first MI event on or before age 50 (early MI).
16p
vibransone
28-03-2024
3
2
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The clinical utility of personal genomic information in identifying individuals at increased risks for dyslipidemia and cardiovascular diseases remains unclear. The PRSs derived and validated here highlight the potential for early genomic screening and personalized risk assessment for cardiovascular disease.
18p
vibransone
28-03-2024
5
2
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Type 2 diabetes (T2D) is a worldwide scourge caused by both genetic and environmental risk factors that disproportionately afflicts communities of color. Leveraging existing large-scale genome-wide association studies (GWAS), polygenic risk scores (PRS) have shown promise to complement established clinical risk factors and intervention paradigms, and improve early diagnosis and prevention of T2D.
16p
viellison
28-03-2024
7
2
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Studies investigating breast cancer polygenic risk score (PRS) in Chinese women are scarce. The objectives of this study were to develop and validate PRSs that could be used to stratify risk for overall and subtype-specific breast cancer in Chinese women, and to evaluate the performance of a newly proposed Artificial Neural Network (ANN) based approach for PRS construction.
13p
viangelamerkel
27-07-2022
6
2
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This review aims to articulate the evidence supporting the clinical use of PRS, the concepts behind the validity of PRS, approach to implement PRS in Vietnamese population, and cautions in selecting methods and thresholds to develop an appropriate PRS.
9p
nguaconbaynhay10
22-01-2021
10
1
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