The neurotoxic mechanisms caused by diabetes underlying the neuropsychiatric complications, such as depression, anxiety, and cognitive decline include hyperglycemia, oxidative stress, neuroinflammation, increased glucocorticoid levels, neurotransmitter alterations, and reduced (or absent) insulin signaling. The gene discussed is INS; the disease is depressive disorder.