We identified seven severe OSA-related m6A regulators by adopting LASSO and SVM algorithms, including HNRNPA2B1, METTL3, KIAA1429, YTHDF2, FMR1, IGF2BP1 and IGF2BP3. This evidence concerns the gene IGF2BP1 and obstructive sleep apnea syndrome.