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. 2021 Mar 5;12:1464. doi: 10.1038/s41467-021-21671-w

Table 1.

Guilt-by-association methods.

DEPICT and GADO GENETICA (ours)
Strategy Guilt-by-association prediction of gene functions using gene sets Guilt-by-association prediction of gene functions using gene sets
Transcriptional components Principal component analysis Independent component analysis
Barcode Comparison of eigenvector scalars of member genes and nonmember genes using Welch T test Average of all mixing matrix weights of member genes
Distance metric Pearson correlation Distance correlation
Permutation test No, parametric p values used Yes, permutation p values used
Reference 5,13 This study