Literature DB >> 24690476

Risk-scoring models for individualized prediction of overall survival in low-grade and high-grade endometrial cancer.

Mariam M AlHilli1, Andrea Mariani1, Jamie N Bakkum-Gamez1, Sean C Dowdy1, Amy L Weaver2, Preema P Peethambaram3, Gary L Keeney4, William A Cliby1, Karl C Podratz1.   

Abstract

OBJECTIVE: Overall survival (OS) in endometrial cancer (EC) is dependent on patient-, disease-, and treatment-specific risk factors. Comprehensive risk-scoring models were developed to estimate OS in low-grade and high-grade EC.
METHODS: Patients undergoing primary surgery for EC from 1999 through 2008 were stratified histologically according to the International Federation of Gynecology and Obstetrics (FIGO) as either (i) low grade: grades 1 and 2 endometrioid EC or (ii) high grade: grade 3, including non-endometrioid EC. Associations between patient-, pathological-, and treatment-specific risk factors and OS starting on postoperative day 30 were assessed using multivariable Cox regression models. Factors independently associated with OS were used to construct nomograms and risk-scoring models.
RESULTS: Eligible patients (N=1281) included 925 low-grade and 356 high-grade patients; estimated 5-year OSs were 87.0% and 51.5%, respectively. Among patients alive at last follow-up, median follow-up was 5.0 (low grade) and 4.6years (high grade), respectively. In low-grade patients, independent factors predictive of compromised OS included age, cardiovascular disease, pulmonary dysfunction, stage, tumor diameter, pelvic lymph node status, and grade 2 or higher 30-day postoperative complications. Among high-grade patients, age, American Society of Anesthesiologists score, stage, lymphovascular space invasion, adjuvant therapy, para-aortic nodal status, and cervical stromal invasion were independent predictors of compromised OS. The two risk-scoring models/nomograms had excellent calibration and discrimination (unbiased c-indices=0.803 and 0.759).
CONCLUSION: Patients with low-grade and high-grade EC can be counseled regarding their predicted OS using the proposed risk-scoring models. This may facilitate institution of personalized treatment algorithms, surveillance strategies, and lifestyle interventions.
Copyright © 2014 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Endometrial cancer; High grade; Low grade; Nomogram; Overall survival

Mesh:

Year:  2014        PMID: 24690476      PMCID: PMC4405150          DOI: 10.1016/j.ygyno.2014.03.567

Source DB:  PubMed          Journal:  Gynecol Oncol        ISSN: 0090-8258            Impact factor:   5.482


  32 in total

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