N6-methyladenosine (m6A) is the most common eukaryotic internal mRNA modification. Wang et al. show that the m6A reader YTHDF1 promotes the translation of methylated mRNAs in human cells. Transcriptome-wide analyses indicated that YTHDF1 recognizes m6A on