ALT (AUC = 0.879), CRP (AUC = 0.870), NEU (AUC = 0.858), LDH (AUC = 0.835), and Urea (0.835) had very good accuracy in predicting cases with positive RT-PCR for COVID-19, respectively. Here, CRP is linked to COVID-19.