Moreover, we unveil a novel mechanism illustrating how DDX41 collaborates with METTL3, METTL14, and YTHDC1 to regulate R-loops, which potentially serve as a foundational factor in the development of MDS through DDX41 mutations. Here, YTHDC1 is linked to myelodysplastic syndrome.