CRP and COVID-19: In contrast, Zhang et al. [24] investigated 289 hospitalized COVID-19 patients and identified elder age, underlying comorbidities, and specific laboratory markers such as leukocyte and neutrophil counts, NLR, CRP, procalcitonin, and D-dimer as key factors associated with severity and mortality.