Further, the coefficient plot revealed that the age > 65, nursing home, headache, dyspnea, AMS, consolidation, O2 saturation < 88, yno2, CAD, diabetes, alcohol, hypertension, stroke, dementia, prothrombin, and CRP were positively correlated with mortality among patients with COVID-19. The gene discussed is F2; the disease is Hypertension.