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Table 4 The function of differentially expressed genes on HNSC dataset identified by gLSPCA but not the other methods

From: PCA via joint graph Laplacian and sparse constraint: Identification of differentially expressed genes and sample clustering on gene expression data

Gene nameFunctionRelevance score
 HSPA1AThis intronless gene encodes a 70 kDa heat shock protein which is a member of the heat shock protein 70 family.7.67
 COL6A1The collagens are a superfamily of proteins that play a role in maintaining the integrity of various tissues.4.05