The primary findings revealed that positive associations were observed only among APOE4 carriers: individuals with higher TC1 scores exhibited a slower rate of cognitive decline, whereas those with higher TC2 scores showed a trend toward accelerated decline. This evidence concerns the gene APOE and Mental deterioration.