Derivation and validation of the SEER-Medicare myelodysplastic syndromes risk score (SMMRS)
- PMID: 25443886
- PMCID: PMC4314368
- DOI: 10.1016/j.leukres.2014.09.011
Derivation and validation of the SEER-Medicare myelodysplastic syndromes risk score (SMMRS)
Abstract
Accruing data since 2001, the SEER-Medicare dataset is an outstanding resource for MDS-related comparative effectiveness research; however, although several MDS prognostic models exist, complete data required to calculate them are not available therein. Using SEER-Medicare as a training and internal validation set (n=9820) and clinical data at our institution as an external validation set (n=307), we created a new MDS risk score (the SMMRS) for use with SEER-Medicare. Risk stratification by the SMMRS was comparable to the IPSS (net reclassification improvement index was 0.0), demonstrating that it is a useful research tool to stratify MDS patients in studies using SEER-Medicare.
Keywords: Comparative effectiveness; MDS; Prognosis; SEER; SEER-Medicare.
Copyright © 2014 Elsevier Ltd. All rights reserved.
Figures
References
-
- Ma X, Does M, Raza A, Mayne ST. Myelodysplastic syndromes: incidence and survival in the United States. Cancer. 2007 Apr 15;109(8):1536–1542. - PubMed
-
- Rollison DE, Howlader N, Smith MT, et al. Epidemiology of myelodysplastic syndromes and chronic myeloproliferative disorders in the United States, 2001-2004, using data from the NAACCR and SEER programs. Blood. 2008 Jul 1;112(1):45–52. - PubMed
-
- Silverman LR, Demakos EP, Peterson BL, et al. Randomized controlled trial of azacitidine in patients with the myelodysplastic syndrome: a study of the cancer and leukemia group B. J Clin Oncol. 2002;20:2429–40. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Research Materials
Miscellaneous
