As shown in Supplementary Figure 1A, four out of five key genes (CXCL8, ICAM1, LIF, PTGS2) could be validated as overexpressed in IPF, with the remaining gene (IL7R) showing enrichment in IPF samples as well without reaching statistical significance. Here, ICAM1 is linked to idiopathic pulmonary fibrosis.