Similarly, our study revealed genes like TNFRSF9, LZIC, TNFRSF8, SLC45A1, GPR157, and SLC25A33 that contribute to endothelial dysfunction in brain cells due to P. gingivalis and F. nucleatum. This evidence concerns the gene TNFRSF9 and endothelial dysfunction.