According to significant alterations in the TOS and enzyme activities of CAT and SOD in plasma samples of COVID-19 patients, the performance of these markers as discriminators of COVID-19 patients and healthy individuals was investigated by the means of logistic regression as a classifier. This evidence concerns the gene SOD1 and COVID-19.