When we excluded the study with the highest risk of bias [41], people with sarcopenia exhibited statistically higher levels of NT-proBNP vs. those without sarcopenia (MD: 1178.32, 95% CI 671.53–1685.10, I2 = 0%, P < 0.01) (Fig. S5). The gene discussed is NPPB; the disease is sarcopenia.