MYH1 (AUC: 0.856) achieved the maximum diagnostic value in RYR1 mutation-associated myopathies samples (Figure 4(a)), and the diagnostic values of other genes included the following: TNNT3 (AUC: 0.840) (Figure 4(b)), MYLPF (AUC: 0.786) (Figure 4(c)), and ATP2A1 (AUC: 0.765) (Figure 4(d)). The gene discussed is RYR1; the disease is myopathy.