Even if summing up all the univariate GWAS results, some true loci associated with the disease will still be missed as they may not be significant in each GWASs of currently assessed traits.
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Discovering Novel Loci of Chronic Kidney Disease via Principal Component Analysis-Based Multiple-Trait Genome-Wide Association Study.
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