Furthermore, four other candidate genes SPARC, THY1, IL1B and CXCL8 are reported in this study as the key regulatory genes which can modulate co-regulatory between different clusters in the PPI network of the brain metastasis tumours from breast cancers (Fig 7C). This evidence concerns the gene IL1B and breast carcinoma.