Considering pan-cancer characterization and multi-omics analysis can provide initial insights for potential mechanisms [46,47], multi-omics data were analyzed on a pan-cancer scale using algorithms including deconvolution to gain a comprehensive understanding of SLC19A1 in cancer biology. Here, SLC19A1 is linked to cancer.