Pathways that were the most affected in male ME/CFS as compared to female ME/CFS patients included regulation of interleukin-1 beta production, regulation of nervous system development, negative regulation of cell development, inflammatory response, and cell activation (Figure 3). This evidence concerns the gene IL1B and myalgic encephalomeyelitis/chronic fatigue syndrome.