IL1B and COVID-19: However, significantly higher levels of IL-1β, TNF and IFNγ were found in semen from patients recovered from mild and/or severe COVID-19 with respect to control individuals (p < 0.05, p < 0.05 and p < 0.001, respectively; Figures 1B, C, F).