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Genomic Prediction of 16 Complex Disease Risks Including Heart Attack, Diabetes, Breast and Prostate Cancer

We construct risk predictors using polygenic scores (PGS) computed from common Single Nucleotide Polymorphisms (SNPs) for a number of complex disease conditions, using L1-penalized regression (also known as LASSO) on case-control data from UK Biobank. Among the disease conditions studied are Hypothy...

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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: Lello, Louis, Raben, Timothy G., Yong, Soke Yuen, Tellier, Laurent C. A. M., Hsu, Stephen D. H.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2019
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6814833/
https://ncbi.nlm.nih.gov/pubmed/31653892
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-51258-x
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