The unadjusted model indicated that Apathy class was the best predictor, while once adjusted (including APOE-Ɛ4 and the rest of variables), Irritability emerged as the most relevant neuropsychiatric condition when predicting conversion to dementia. Here, APOE is linked to Apathy.