Objective: To investigate the incidence, molecular features and clinical significance of RNA splicing machinery genes mutation in myelodysplastic syndromes (MDS) and related diseases. Methods: Mutational analysis of splicing factor 3B subunit 1 (SF3B1) (K700E) , U2 small nuclear RNA auxiliary factor 1 (U2AF1) (S34, Q157P) and serine/arginine-rich splicing factor 2 (SRSF2) (P95) in 118, de novo MDS and related diseases were separately performed by using polymerase chain reaction (PCR) followed by sequence analysis. Results: Of 118 MDS patients, 76 males and 42 females, the median age was 53.5 (13-84) years old. 19.49% (23/118) had SF3B1 (K700E) mutation. As compared with those with wild type SF3B1, patients with SF3B1 K700E were of older[58 (32-78) years vs 51 (13-84) years, z=-1.981, P=0.048], lower HGB level[63 (40-95) g/L vs 77 (34-144) g/L, z=-3.192, P=0.001], higher platelet counts[121 (22-888) ×10⁹/L vs 59 (6-1 561) ×10⁹/L, z=-3.305, P=0.001], lower bone marrow blast cell counts[0.007 (0-0.122) vs 0.017 (0-0.268) , z=-2.885, P=0.004], higher ring sideroblasts percent [0 (0-64%) vs 0 (0-58%) , z=-4.664, P<0.001]. Of 105 MDS patients, 21.9% had U2AF1 (S34, Q157P) mutations. Of 107 MDS patients, 8 patients (7.48%) had SRSF2 (P95) mutations. Patients with SRSF2 mutations were older at diagnosis, the median age was 63 (50-84) years old, including 4 cases RAEB-1. The ratio of mutation was 14.29% (4/28) , and three patients transformed to AML. SF3B1 K700E and SRSF2 P95H mutations coexisted in 1 patient, and SF3B1 K700E and U2AF1 S34Y mutations were found concomitantly in 2 patients. Conclusion Only SF3B1 gene mutation was closely related to ring sideroblasts, it was the key to pathogenesis of MDS.