ALDH1A1 and pulmonary fibrosis: Among the common down-regulated transcripts (Fig 2G and SdataF2.11), we found genes such as LRRK2 and ALDH1A1 which are linked to stemness and AEC2 dysfunction in experimental pulmonary fibrosis (49, 50).