In total, 16 studies [10, 13, 20, 34–46] were included in this systematic review and meta-analysis exploring the relationship of BNP and NT-proBNP with sarcopenia vs. without sarcopenia and low ASM vs. higher ASM in HF (Fig. 1). This evidence concerns the gene NPPB and hydrops fetalis.