Typically, longitudinal studies of the effect of APOE on cognitive decline use linear mixed models of data collected from a variety of neuropsychological tests (Blair et al., 2005; Caselli et al., 2009; Kim et al., 2017). The gene discussed is APOE; the disease is Mental deterioration.