Here, we demonstrated that silencing of CPT1A by iRGD‐exosome‐siCPT1A efficiently suppressed FAO, inhibited tumorigenesis and reversed oxaliplatin resistance in colon cancer. The gene discussed is CPT1A; the disease is colonic neoplasm.