These findings delineate a novel AURKA-SAPS3-AMPK-SREBP2 axis that bridges cholesterol homeostasis and ferroptosis evasion, positioning AURKA as a promising therapeutic target for chemosensitization in CRC. The gene discussed is PPP6R3; the disease is colorectal carcinoma.