Collectively, these findings reveal that TRP channels intersect with central pathways such as HIF-1α, AMPK, PI3K/AKT, NRF2, and mitochondrial signaling, underscoring their pivotal role in supporting tumor metabolism, redox balance, and therapeutic responsiveness. The gene discussed is AKT1; the disease is neoplasm.