TNF and COVID-19: To evaluate the prognostic potential of certain blood test markers (CRP, IL-10, TNF-α, neutrophil, NLR, and lymphocyte count) in determining the severity of ARDS in COVID-19 patients, ROC curves were created using data from 158 individuals with COVD-19.