We recently examined the transcriptomic profile of the lungs of young and old normal and Zmpste24 deficient mice after bleomycin-induced lung fibrosis to explore some of the fibrotic mechanisms associated with accelerated aging [5]. The gene discussed is ZMPSTE24; the disease is pulmonary fibrosis.