COL11A1 and cancer: Downregulated hub genes are positively correlated with these cytokines, which means these hub genes may be linked with cytokine production pathways.[62,63] IL-6 and IL-33 negatively correlate with COL11A1, that is, IL-6 and IL-33 play a protective role in cancer development.