The resuls showed that TMPRSS2 but not ACE2 gene expression in the nasopharyngeal mucosa and some paraclinical indicators such as CRP, PCT, Ferritin, D-Dimer, LDH may predict the severity of COVID-19 patients but further study is required with larger sample sizes.