These findings suggest that RAS AF may serve as a surrogate marker for identifying thyroid nodules with more complex and potentially aggressive molecular profiles, particularly valuable when molecular testing platforms do not assess for TERT mutation. This evidence concerns the gene TERT and atrial fibrillation.