PDK4 and heart failure: For example, scRNA-seq has revealed a shift from fatty acid oxidation to glycolysis in cardiomyocytes during heart failure, with changes in key enzymes such as CPT1B and PDK4 affecting circulating metabolite levels (e.g., lactate, acylcarnitines).