In the intersection analysis with the bacteria containing S protein mutations, 15 of 55 mutations were detected in 19 differential bacterial genera in COVID-19 patients at the genus level, while 3 types of bacteria in COVID-19 patients were found to carry mutational HFs at the species level. The gene discussed is PROS1; the disease is COVID-19.