In both IPF and COVID-19, TGF-β drives the differentiation of fibroblasts into myofibroblasts and promotes epithelial–mesenchymal transition (EMT), leading to collagen deposition [129,130]. This evidence concerns the gene TGFB1 and COVID-19.