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Comparison between PCA and ICA applications on the BRCA proteome data. Significance levels of association between clinical features and dimension-reduced representation of data obtained by PCA and ICA revealed the difference between the two methods. Association between each score and the clinical features are characterized by −log10 p value of linear regression slope coefficient.
