A spectral component approach leveraging identity-by-descent graphs to address recent population structure in genomic analysis

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Figure 1.
Figure 1.

General schema for calculating SPCs. First, phased genotypes are used to estimate segments of genome shared between individuals IBD. Second, the IBD segments are utilized to generate a relatedness graph with vertices representing participants and edges representing aggregated IBD sharing between pairs of participants above a threshold of 6 cM genome-wide. Third, the IBD relatedness graph is transformed into an adjacency matrix (A). Finally, the adjacency matrix A is transformed into its Laplacian form. The eigenvectors corresponding to the smallest eigenvalues of this matrix comprise the set of SPCs.

This Article

  1. Genome Res. 36: 534-546

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