Therefore, we hypothesized that MYH10, PAK4, and PIKfyve might be the targets of obesity-induced cognitive impairment, providing new ideas, and directions to understand the pathogenesis of obesity-induced cognitive impairment. Here, PAK4 is linked to obesity due to melanocortin 4 receptor deficiency.