Of the top 10 most significant proteins, six (PLOD1, MFN2, NGFR, PPP2R5E, C4A/C4B, and ITGAV) have previously been linked to AD and/or cognitive function, underscoring their potential as biomarkers of cognitive impairment. This evidence concerns the gene PLOD1 and Cognitive impairment.