Other top hub genes that also show early changes in nodal centrality or co-expression patterns are MAPK8,MAPK3, GRINA, PRKCD, SORT1, RASA1 and PAK1. A few studies have reported the association of these genes with AD. This evidence concerns the gene MAPK8 and Alzheimer disease.