Interestingly, our MR analysis and prior studies suggest that BMP6 may function analogously to BNP in heart failure, serving as an indicator of fibrosis severity (BNP is a biomarker for the degree of heart failure) while exerting an antifibrotic effect (BNP ameliorates heart failure through diuresis). Here, NPPB is linked to heart failure.