Future studies could also explore the effects of targeting Prrx1 loss specifically in these populations, including the pro-fibrotic Lrrc5pos/ Cthrc1pos cluster, to provide a more comprehensive understanding of the role of PRRX1 in lung fibrosis. The gene discussed is PRRX1; the disease is pulmonary fibrosis.