Our findings connect one of the best know biomarkers of chronologic aging (GDF15) (52) with one of the best characterized mechanisms of aging (telomeres) in the context of an age-associated disease (IPF). The gene discussed is GDF15; the disease is idiopathic pulmonary fibrosis.