CRP and COVID-19: In the multivariate model mutually adjusted for CRP, Shannon’s diversity index, age, and antibiotic therapy 6 months prior to COVID-19 diagnosis, the variable CRP and Shannon’s diversity index were significantly associated with COVID-19 severity, while gender was no longer significantly associated (Table 2).