Correlation analysis in GSE84422 reveals a negative association between SHANK1 expression and both neurofibrillary tangle density and clinical dementia rating, suggesting a potential link between SHANK1 levels and disease severity in Alzheimer's disease (Figure S4D, Supporting Information). Here, SHANK1 is linked to dementia.