This association retrospective cohort study is the first in Russia to examine the relationship between specific SNPs, uPAR serum level, commonly used blood test parameters, and the percentage of lung involvement on CT scans in COVID-19 patients. This evidence concerns the gene PLAUR and COVID-19.