In order to determine the pathways downstream of ZIP8 that regulate AEC2 progenitor renewal, we performed pathway analysis with the scRNA-Seq data and found that the sirtuin signaling pathway was among the most downregulated pathways in IPF AEC2s (Figure 3A). This evidence concerns the gene SLC39A8 and idiopathic pulmonary fibrosis.