This pattern parallels broader COVID-19 cohorts in which early elevations of CRP, D-dimer, and leukocyte ratios have been identified as independent predictors of severe disease and mortality [18], and where admission ferritin and CRP levels strongly differentiate survivors from non-survivors [19]. Here, CRP is linked to COVID-19.