Finally, we uncovered PVRIG upregulation to be a risk factor for AD by colocalization analysis, while PVRIG likely plays a role in tumor suppression by transcriptomic analysis, as evidenced by that PVRIG expression had significant negative correlations with stemness scores, and positive correlations with antitumor immune responses and overall survival. Here, PVRIG is linked to neoplasm.