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Chunk #55 — Methods — Deterministic accuracy of PGS in trans-ancestry genetic prediction

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Theoretical and empirical quantification of the accuracy of polygenic scores in ancestry divergent populations.
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The relative accuracy (RA) was calculated as the ratio of \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$R_2^2/R_1^2$$\end{document}R22/R12, where \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$R_1^2$$\end{document}R12 was the predicted prediction accuracy in the population with same ancestry of discovery population; and \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$R_2^2$$\end{document}R22 was the predicted prediction accuracy in other target populations. Note we have two target populations of EUR when calculating \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$R_1^2$$\end{document}R12 in the simulations, we used the British subset (N = 10,000) as the validation, in which the accuracy of PGS within-European-ancestry was quantified and a reference group (self-reported Irish with N = 9979), in which we predicted the accuracy of PGS, separately.