(a) Heatmap of proportions of donor ages in epithelial clusters. To avoid bias, we normalized according to cell numbers in each stage. Dark blue: high, White: zero. (b–e) Violin plots of SFTPC (B), ACSL3 (C), CTGF (D) and KRT17 (E) expression levels in the distal epithelial clusters. (f) All epithelial-cell UMAP-plot (left) and Violin-plot (right) of the activated-epithelial score, according to the aggregate expression of 96 basaloid4 selective markers (see Supplementary Table 1–8). Blue: high, orange: low. (g) Balloon-plot of epithelial cell-clusters, showing 20 selected basaloid-cell markers. (h) Balloon-plot of the top-20 predicted FGF9-target genes (by NicheNet). (i) p-value bar-plot of the top-10 biological processes in ciliated cells (epi cl-14). (j) As in ‘I’ for the proximal progenitor cells (epi cl-4) compared to the proximal secretory (epi cl-0). (k–m) Violin-plots of the MYCL (K), NEUROD1 (L) and HNF4G (M) in all epithelial clusters. (n) Balloon-plot of NE-cluster markers. The top-50 markers (log2 fold-change, adjusted p-value <0.001, MAST, Bonferroni corrected) were sorted according to the number of positive cells in each cluster and the top-25 were plotted (o) p-value bar-plot of the top-10 biological process in epi cl-11 compared to epi cl-12, using its upregulated genes (adjusted p-value <0.001, calculated by MAST). (p) as in ‘O’ for epi cl-12, compared to epi cl-11. The p-values of enriched biological processes were calculated according to the Hypergeometric Probability Mass Function of https://toppgene.cchmc.org/, using default settings. In Balloon-plots, balloon size: percent of positive cells. Color intensity: scaled expression. Blue: high, Gray: low. In ‘B-D’ and ‘K-M’, expression levels: log2(normalized UMI-counts+1) (library size was normalized to 10.000). All donors were included in the analyses.