CRP and susceptibility to pneumonia measurement: To explore possible relationships between the naso-oropharyngeal microbiota and demographic and clinical parameters in COVID patients, we first associated the alpha and beta diversity of the microbiota with sex, age, pneumonia status, C-reactive protein (CRP) level, and peak viral load of the COVID patients.