Additionally, our results identified specific immune-related molecules—TNFSF4, HLA-DRA, and ENTPD1—that were significantly correlated with the crotonylation-associated risk score, further linking crotonylation pathways to the regulation of the immune microenvironment in gliomas. The gene discussed is TNFSF4; the disease is central nervous system cancer.