ALKBH5 and neoplasm: UMAP-based expression overlays revealed that NSUN2, YTHDC1, ALKBH5, ZC3H13, and TRDMT1 were predominantly expressed within epithelial clusters, consistent with a tumor-intrinsic regulatory role (Supplementary Figure S6b).