It is currently acknowledged that severe forms of COVID-19 are associated with the release of cytokines, such as IL-2, IL-6, IL-7, IL-10, tumor necrosis factor (TNF), and granulocyte colony-stimulating factor (GCSF) [72]. This evidence concerns the gene CSF3 and COVID-19.