Recent studies suggest that COVID-19 may cause acute renal failure, as both podocytes and proximal convoluted tubular cells express certain genes (ACE-2 and transmembrane serine protease 2 [TMPRSS2]) that increase the host viability for SARS-CoV-2 [63]. This evidence concerns the gene TMPRSS2 and acute kidney injury.