In non-oral cancer, positively correlated genes were found Herpes simplex virus 1 infection and Spliceosome and negatively correlated genes showed results from PI3K-Akt signaling pathway, focal adhesion and regulation of actin cytoskeleton and Dilated cardiomyopathy. This evidence concerns the gene AKT1 and lip and oral cavity carcinoma.