The waterfall plot vividly illustrated TP53 as the gene with the most pronounced mutations between the two risk groups, as showcased in Fig. 8C. This observation posits a potential connection between the mitophagy-related lncRNA signature and TP53 mutations, implicating its role in shaping the mutational landscape of prostate cancer. The gene discussed is TP53; the disease is prostate carcinoma.