Among the upregulated genes in CS1 (Additional file 6: Table S1), SFRP2 and SFRP4 are Wnt-regulator and can modulate the differentiation of cancer-associated fibroblasts (CAFs), which contribute to the progression and metastasis of the tumor [41–43]. This evidence concerns the gene SFRP4 and neoplasm.