The study focused on unveiling the central role of LDLRAD4 in the pathological process of MDS, with special attention to its regulatory role in the TGF-β signaling pathway and its association with B-cell development and the MAPK signaling pathway. Here, TGFB1 is linked to myelodysplastic syndrome.