Notably, transcription factors NFKB and JUN, implicated in the regulation of immune inflammation, exhibited heightened expression in Naive CD4+ T cells from the HFRS group compared to healthy controls. This evidence concerns the gene JUN and hemorrhagic fever with renal syndrome.