Research suggests a possible link between type 2 diabetes mellitus and major depressive disorder, with studies indicating shared neuroimaging and molecular profiles. However, some reports also mention connections between type 2 diabetes and other conditions, such as schizophrenia, alzheimer's dementia, and cognitive deficits. The exact nature and extent of these relationships are still being explored through various analyses of genetic, transcriptomic, and neuroimaging data.