Taken together, our study reveals that GDF11 overexpression protects against diabetes-induced myocardial injury by attenuating cardiac fibrosis, oxidative stress, and cardiomyocyte apoptosis by activating the SIRT1 signaling pathway. Here, GDF11 is linked to fibrosis.