We found that several genes encoding NAD+ synthesis enzymes, including NNMT, NAMPT, KYNU, and NQO1, were downregulated in AEC2s from IPF relative to healthy lungs (Supplemental Figure 6A). This evidence concerns the gene NAMPT and idiopathic pulmonary fibrosis.