Individuals with apathy, higher CSF Aβ42 level, or frontal lobe Aβ deposition had an increased risk of cognitive conversion compared to those without apathy through the Cox proportional hazards model with age, education years, sex, APOE, and with or without ICV as covariables (Fig. 4A1, A2). Here, APOE is linked to Apathy.