To sum up, this article comprehensively reviews the genome characteristics of SARS-CoV-2, the pathogenesis of multiple membrane receptors including the classical route of ACE2-mediated viral infection, viral mutation, vaccine development, and the “new model” for COVID-19 epidemic. This evidence concerns the gene ACE2 and COVID-19.