TGFA expression patterns mirrored genetic associations, showing marked upregulation in WHO grade 2–3 gliomas versus grade 4 and in 1p/19q codeleted tumors across TCGA, CGGA, and institutional cohorts (Supplementary Figure S2). Here, TGFA is linked to central nervous system cancer.