This study aimed to explore the effects of high-intensity interval training (HIIT) on hippocampal neuronal damage, cognitive function, and the SIRT1/PGC1α pathway in obese rats and provide a theoretical basis for HIIT intervention in improving CI caused by obesity. The gene discussed is PPARGC1A; the disease is obesity due to melanocortin 4 receptor deficiency.