In the irreversible IPF process, studies reveal that TGF-β-induced senescent pulmonary fibroblasts secrete abundant extracellular vesicles (EVs) carrying pregnancy-associated plasma protein A (PAPP-A). The gene discussed is PAPPA; the disease is idiopathic pulmonary fibrosis.