In this study, we examined the levels of peripheral blood cytokines and BDNF in T2DM patients without cognitive impairment, as well as healthy controls, and calculated indices such as sulcal gyrus depth, fractal dimension, gyrification index and thickness of the cerebral cortex utilizing the SBM approach. This evidence concerns the gene BDNF and Cognitive impairment.