Herein, we screened m6A regulators, and methylase RBM15 was found to be positively correlated with the severity of COVID-19, which corresponded with the proportion of genes with increased methylation levels, implying that RBM15 has an important role in SARS-CoV-2 infection by influencing methylation levels of genes. This evidence concerns the gene RBM15 and COVID-19.