A tiered analytical pipeline—incorporating cross-tissue transcriptome-wide association via UTMOST, tissue-specific TWAS with FUSION, and MAGMA-based gene prioritization—uncovered Transforming Growth Factor Alpha (TGFA) as a novel glioma risk locus. Here, TGFA is linked to glioma.