These results suggest that cytokine activity and the PI3K-Akt signaling pathway may be involved in the occurrence and development of breast cancer through multiple mechanisms, providing a direction for a deeper understanding of the disease mechanism and the development of targeted treatment strategies. The gene discussed is AKT1; the disease is breast cancer.