The analysis results suggested that the up cluster was significantly related to the functions of oncogenesis and metabolic reprogramming processes of breast cancer, such as the PI3K − Akt signalling pathway, MAPK signalling pathway, insulin secretion, and regulation of hormone secretion [45–47]. This evidence concerns the gene INS and breast carcinoma.