METTL1-mediated m7G tRNA modification selectively promotes oncogenic mRNA translation via codon-frequency-dependent mechanisms to drive intrahepatic cholangiocarcinoma (ICC) progression. This evidence concerns the gene METTL1 and intrahepatic cholangiocarcinoma.