TG2 was significantly upregulated in IPF fibroblasts, in comparison to NHLFs (Fig. 1a and b) with IPF fibroblasts showing a significant increase in both FN and α smooth muscle actin (αSMA), compared to NHLFs. Here, ACTA1 is linked to idiopathic pulmonary fibrosis.