A recent large-scale meta-analysis of IPF genetics suggested causal coding variants at three loci –TERT, SPDL1, and KIF15, in the FinnGen IPF (FinnIPF) population [12]. The gene discussed is KIF15; the disease is idiopathic pulmonary fibrosis.