In an attempt to investigate whether the deconfounding using cXVAE not only restores pan-cancer type but can also recover cancer subtypes, we examined the clustering of several TCGA-BRCA molecular subtypes, including Her2, LumA, Basal, LumB, and normal, before and after deconfounding (Supplementary Figure 5). Here, ERBB2 is linked to cancer.