NOX4 and sarcopenia: In the sarcopenia dataset, the AUC for NOX4 was 0.662 (95% CI: 0.524 – 0.801), and for NEK6, it was 0.661 (95% CI: 0.533 – 0.789) (Figure 4D), suggesting limited individual predictive efficacy in sarcopenia.