Furthermore, our study did not identify a significant association between DII and NT-proBNP levels among individuals with HF in the linear regression model (p > 0.05), although the effect size indicated a considerable difference (β = 73.46, 95% CI: -72.47, 219.39). The gene discussed is NPPB; the disease is hydrops fetalis.