These results indicate that individual or synergistic application of hSIRT3 and hTIMP3 gene can promote local revascularization, inhibit collagen deposition and fibrosis, and limit scar size, thereby preserving cardiac function and delaying the progression of HF after MI/R injury of pig. Here, SIRT3 is linked to myocardial infarction.