In multivariate analysis, the significantly related risk factors included age, diabetes, chronic kidney disease, vaccination status, interleukin-6, procalcitonin, leukocytes, platelets, D-dimer, and activated partial thromboplastin time. This evidence concerns the gene IL6 and chronic kidney disease.