Our results showed that these module-related genes were downregulated in cells treated with melittin compared to the control, indicating that melittin could constrain the expression of the module-related DEGs associated with PI3K-Akt and TNF signaling pathways in BC. The gene discussed is TNF; the disease is breast cancer.