Moreover, the higher levels of biomarkers for the diagnosis and monitoring of COVID-19 (e.g., D-dimer, C-reactive protein [CRP], lactate [LDH], and ferritin) suggested that IR_cluster2 patients showed more severe disease (Fig. 2C-F). Here, CRP is linked to COVID-19.