Importantly, oxidative stress-related proteins in the human proteomic data of patients with HFpEF, DM, and CKD displayed similar patterns: GPX1 was downregulated, while SOD1 was upregulated, reflecting the redox imbalance identified in our animal study (Fig. 6d). This evidence concerns the gene SOD1 and chronic kidney disease.