What’s more, our study also provides the overlapping co-expression genes in the cytokine-cytokine receptor interaction pathways, future studies may investigate the interaction between GMFG and these cytokines to better understand the role of GMFG in cancers. The gene discussed is GMFG; the disease is cancer.