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, CCL2 is linked to idiopathic pulmonary fibrosis.