PSEN1 and Cognitive impairment: We observe that the dysfunction in KEGG pathways related to the metabolism of phospholipid and galactose in functional predictions via Tax4Fun is consistent with the findings of a previous study showing that metabolic mechanisms of stress-related cognitive impairments in APP/PS1 mice were partly related to sphingolipid metabolism [30].