Five of the DEGs (KRT8, KRT18, ADAMTS15, ACTN4P1, and UCP2) are upregulated in HGPS patients compared to healthy children and nonagenarians but downregulated when comparing nonagenarians and healthy children. The gene discussed is ACTN4P1; the disease is Hutchinson-Gilford progeria syndrome.