Conversely, the downregulation of cardiomyopathy-related proteins (NPR2 and SLC25A11) aligns with blood-based findings of declining cardiac markers in aging, suggesting conserved cross-tissue aging mechanisms. This evidence concerns the gene NPR2 and cardiomyopathy.