As summarized in Fig. 1A and Additional file 1 Table S4, the most important biomarkers in discerning participants with IPF from controls included RAGE, MCP1, MDC, TARC, MMP7, IL10, GDF15, GROα, PARC, and VEGFA. Here, GDF15 is linked to idiopathic pulmonary fibrosis.