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Development and validation of a comprehensive clinical risk-scoring model for prediction of overall survival in patients with endometrioid endometrial carcinoma
- Source :
- Gynecologic Oncology. 163:511-516
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- To develop and validate a comprehensive overall survival (OS) risk-scoring model in women with endometrioid endometrial cancer (EC).Patients with EC diagnosed from 2004 to 2013 were identified through the National Cancer Database (NCDB). Patients with known lymphovascular space invasion (LVSI) status who were treated surgically (with or without adjuvant therapy) were included. Cox proportional hazards analysis was used to identify prognostic factors for OS. This model was used to assign points based on hazard ratios for risk factors and a risk score was obtained. Recursive partitioning analysis (RPA) was used to categorize patients into risk groups. Results were internally validated in a cohort of patients from our institution (CCF cohort). Risk scores were calculated and assessed in a Cox regression model, and Harrell's c-index was calculated to assess model fit.Among 349,404 women with EEC during the study period, 42,107 fulfilled inclusion criteria. Factors associated with worse OS were age ≥ 60, African American race, Charlson-Deyo score 1 or 2+, higher grade, LVSI, tumor size ≥2 cm, and no lymphadenectomy performed. Six risk groups were identified (scores 0-30) and OS estimated for each risk group. Risk score per 1-point increase in HR were comparable between NCDB and CCF cohorts (HR 1.21 (1.20-1.22 p 0.001 vs 1.18 (1.12-1.25), p 0.001), and c-index 0.80 (0.79-0.81) vs. 0.77 (0.68-0.86). Similar analysis was done in stage IA and IB. Adjuvant therapy had a beneficial effect on survival in the majority of stage IB patients, but only one of the six risk groups in stage IA EC.We report a comprehensive validated OS risk-scoring model for patients with.
- Subjects :
- Risk
Oncology
medicine.medical_specialty
Databases, Factual
medicine.medical_treatment
Recursive partitioning
Internal medicine
Adjuvant therapy
Humans
Medicine
Neoplasm Staging
Proportional Hazards Models
Models, Statistical
Framingham Risk Score
business.industry
Proportional hazards model
Endometrial cancer
Hazard ratio
Reproducibility of Results
Obstetrics and Gynecology
Middle Aged
medicine.disease
Endometrial Neoplasms
Survival Rate
Cohort
Female
Lymphadenectomy
business
Carcinoma, Endometrioid
Subjects
Details
- ISSN :
- 00908258
- Volume :
- 163
- Database :
- OpenAIRE
- Journal :
- Gynecologic Oncology
- Accession number :
- edsair.doi.dedup.....6f7c233327db030340be33362c5c9a62