In line with our findings, we identified an increased expression of CHI3L1, HLA related genes, C1S, C1R, and MIK67 in tumor-associated astrocytes extracted from single-cell RNA-sequencing data (scRNAseq) released by Darmanis and colleagues11, Supplementary Fig. 3. This evidence concerns the gene C1S and neoplasm.