Further investigation into SOCS1’s expression in gliomas, using single-cell sequencing data from the CGGA and GEO databases, indicated that SOCS1 predominantly accumulates in tumor cells and T cells, exhibiting a similar expression pattern to immune markers such as CD8A and IL7R. Here, IL7R is linked to neoplasm.