Specially, an analysis on peripheral blood mononuclear cells from 14 patients in deteriorated condition from COVID-19 and 3 healthy controls revealed that COVID-19 patients have higher levels of both PD-1 and TIM-3 as well as remarkably elevated serum levels of IL-6, IL-10, and TNF-α. This evidence concerns the gene HAVCR2 and COVID-19.