Through transcriptomic profiling and protein–protein interaction (PPI) network analysis, we identified a subset of ferroptosis-related genes such as MAPK1, HMOX1, and TP63 that exhibit potential involvement in tumor progression, oxidative stress regulation, and immune interaction. The gene discussed is MAPK1; the disease is neoplasm.