Finally, from multiple logistic regression analysis, baseline NLR and PLR values confer greater probability for severe COVID-19 outcomes along with other known variables like age, smoking, COVID-19 severity, vaccination status, inflammation markers (e.g., CRP), and anti-CD20 immunosuppression treatment [34]. This evidence concerns the gene CRP and COVID-19.