Genes including LCN2, CD74, BCAM, and GAS6 were significantly upregulated in IPF AEC2s (Figure 7C) which are the same group of genes that were upregulated in mouse subset AEC2-2. This evidence concerns the gene GAS6 and idiopathic pulmonary fibrosis.