Based on previous research conclusions and findings, we hypothesized that SIRT1 may be involved in the neuropathophysiological mechanisms of adolescent depression by decreasing the FA of the anterior thalamic radiation, the cingulum bundle, and the uncinate fasciculus, influencing the transmission of cognitive, emotional, and executive functions. Here, SIRT1 is linked to major depressive disorder.