To further differentiate COVID-19 ALI characteristics from non-COVID-19 cases, multivariate analysis indicated that age, fever symptom, prothrombin time, levels of procalcitonin, PaCO2 and HbO2, and crazy paving patterns in CT manifestations are independent risk factors. This evidence concerns the gene F2 and COVID-19.