TNF and pulmonary fibrosis: For example, lung fibrosis-associated genes (CSF3, IL8, CSF2, IL6, TNF, MMP9, IL1B and PDGFB) were significantly upregulated in SARS-CoV-2-infected NHBE cells (Figure 2B).