Since this study included a subset of patients reported previously (20), a number of reported prognostic protein biomarkers in IPF, that is, CXCL13, POSTN, COMP, YKL40, and SPD, were significantly associated with disease progression which served as benchmarks for the lipid biomarkers. The gene discussed is CHI3L1; the disease is idiopathic pulmonary fibrosis.