Ultimately, API effectively remodels polyamine metabolism and suppresses CRC progression by disrupting the HIF-1α/SMOX and TLR4/MyD88 pathways, offering a novel metabolic mechanism for API in CRC therapy. The gene discussed is HIF1A; the disease is colorectal carcinoma.