The AMPD3 gene showed the highest upregulation in CHF by 3‐fold (Figure 3C and 3D), which indicates a shift toward a greater reliance on the AMP deaminase reaction in skeletal muscle of patients with CHF. Here, AMPD3 is linked to congestive heart failure.