The top hub genes were TNFRSF9, LZIC, TNFRSF8, SLC45A1, GPR157, and SLC25A33, induced by P. gingivalis and F. nucleatum responsible for endothelial dysfunction in brain cells. This evidence concerns the gene SLC45A1 and endothelial dysfunction.