The module-related DEGs in the PI3K/Akt (namely, LPAR1, COL5A1, and COL6A2) and TNF signaling pathway (termly CXCL1, CXCL2, and CXCL3) were selected to investigate the effect of melittin on them in BC cells. This evidence concerns the gene COL5A1 and breast cancer.