We found that a high level of the senescence-associated cytokines GM-CSF, CXCL10, VEGF and CCL2, NLR, and a high CD27−CD28− percentage among CD8+ T cells, were positively associated with increased COVID-19 severity. The gene discussed is VEGFA; the disease is COVID-19.