Based on these results and artificial intelligence analyses, the Apoptosis and inflammation signaling pathway, hypoxia, oxidative stress, Wnt/b-catenin signaling pathway, P53 pathway, TGF-B signaling pathway, IGF/insulin pathway are dysregulated in multiple sclerosis. This evidence concerns the gene TP53 and multiple sclerosis.