Intriguingly, top five upregulated genes are all linked to regulation of oncogenesis and metastasis (Additional file 1: Fig. S8b) and pan cancer analysis of TCGA dataset revealed that these genes have co-occurrence of expression in cancers including CRYAB with BSG and HELLS (Additional file 1: Fig. S8c). This evidence concerns the gene BSG and cancer.