On the basis of the abovementioned evidence, this experiment reasonably speculates that HIIT may improve neuronal pathological damage and cognitive dysfunction caused by obesity through the SIRT1/PGC1α pathway, providing a new theoretical basis for improving cognitive function through exercise. The gene discussed is PPARGC1A; the disease is obesity due to melanocortin 4 receptor deficiency.