Moreover, we identified for the first time a network including transcription factors (TFs) known to be relevant for the innate response upon viral infection and cancer chronic inflammation, such as IRF, STAT, and BATF and a master regulator of proliferation, E2F, which underlies aberrant immune and proliferation responses of PBMCs in COVID-19 cancer patients. This evidence concerns the gene BATF and cancer.