This study found evidence of an association between receipt of icatibant and improved oxygenation, suggesting that targeting the kallikrein-kinin system in patients with COVID-19, especially in the early stages of disease when patients are hypoxic and are admitted to the hospital, might be beneficial. This evidence concerns the gene KLK4 and COVID-19.