As SARS-CoV-2 N protein can enhance TGF-β/Smad3 signaling to cause tubular epithelial cell death and AKI via the G1 cell cycle arrest mechanism, the regulation of TGFB1 might be significant in COVID-19 AKI (Wang et al., 2022). The gene discussed is SMAD3; the disease is acute kidney injury.