In TN BC, IGF-1 signaling is crucial for promoting cell proliferation and survival, largely by activating key pathways such as PI3K/AKT and MAPK, which support tumor growth and enable cells to resist apoptosis, underscoring its potential as a therapeutic target [52]. The gene discussed is IGF1; the disease is neoplasm.