Consistent with scRNA-seq data, RNA in situ hybridization showed that both the percentage of FOXF1-positive EC and expression levels of FOXF1 transcripts were decreased in capillary, arterial and venous sub-clusters of IPF lungs compared to donor lungs (Supplementary Fig. S3). This evidence concerns the gene FOXF1 and idiopathic pulmonary fibrosis.