Doxycycline decelerates aging in progeria mice and alleviates cell senescence in Zmpste24 KO MEFs and HGPS fibroblasts, probably via counteracting IL6 expression and NAT10‐mediated tubulin acetylation. The gene discussed is NAT10; the disease is progeroid syndrome.