Interestingly, a number of these transcripts were strongly expressed in cluster 12 from the analysis of lung fibroblasts in ILD, and to a lesser extent in cluster 11 (Fig. 6B), correlating with LTBR and TNFRSF14 expression. Here, TNFRSF14 is linked to interstitial lung disease.