Article
Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning.
Bioinformatics (Oxford, England) - 1 Jun 2020
Yang Songshan, Wen Jiawei, Eckert Scott T, Wang Yaqun, Liu Dajiang J, Wu Rongling, Li Runze, Zhan Xiang
Abstract excerpt
MOTIVATION: Large scale genome-wide association studies (GWAS) have resulted in the identification of a wide range of genetic variants related to a host of complex traits and disorders. Despite their success, the individual single-nucleotide polymorphism (SNP) analysis approach adopted in most current GWAS can be limited in that it is usually biologically simple to elucidate a comprehensive genetic architecture...
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