Recent clinical evidence reveals that soluble amyloid-beta oligomers, rather than traditional plaques, drive glucose dysregulation and depression in early Alzheimer’s disease. Crucially, these associations are modulated by tau pathology, suggesting that tau staging is essential for identifying metabolic and psychiatric vulnerability in the AD spectrum.