AOC1 and Familial prostate cancer: This study innovatively demonstrates that the transcription factor SOX15 can positively regulate AOC1 expression in prostate cancer, whereas ROS generated by the breakdown of spermidine by AOC1 can promote ferroptosis, thus playing an important role in inhibiting prostate cancer progression.