Although our model shows high accuracy of cognitive decline when trained on cognitive data, there is a substantial gain in predictive efficacy when adding baseline data on APOE 4 status or grey matter density (PLS derived grey mater scores). This evidence concerns the gene APOE and Mental deterioration.