In the current study, ROC curve analysis was used to assess the diagnosis accuracy of APOE, PSEN1, PICALM, ABCB7 and SNCA mRNA levels in distinguishing between different NDDs (AD, PD, and VaD/mixed dementia). Here, PSEN1 is linked to Alzheimer disease.