Moreover, our data reaffirm previous findings that inflammatory biomarkers, including CRP, procalcitonin, and ferritin, are associated with severe disease [43] and pneumonia [17, 44] because COVID-19 causes a cytokine storm and systemic inflammation with severe disease [45]. Here, CRP is linked to susceptibility to pneumonia measurement.