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Development and Validation of Prognostic Nomograms to Predict Overall and Cancer-Specific Survival for Patients with Adenocarcinoma of the Urinary Bladder: A Population-Based Study
- Source :
- Journal of Investigative Surgery. 35:30-37
- Publication Year :
- 2020
- Publisher :
- Informa UK Limited, 2020.
-
Abstract
- Adenocarcinoma of the bladder (ACB) rarely occurs but is associated with poor outcome. We aim to establish reliable nomograms for estimating cancer-specific survival (CSS) and overall survival (OS) of ACB patients.ACB patients were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database (2004-2015). A total of 1,149 patients were randomly divided into training cohort (OS nomogram incorporated age, race, histologic grade, American Joint Committee of Cancer (AJCC) stage, metastasis, surgery, chemotherapy, and tumor size. The C-indices were 0.754 (95% CI: 0.732-0.775) for training set and 0.743 (95% CI: 0.712-0.767) for validation set. Meanwhile, the calibration plots for 3- and 5-year OS displayed fine concordance between actual and predicted outcomes. In addition, higher areas under the curve (AUCs) were seen in training cohort (3-year: 0.799 vs. 0.630; 5-year: 0.797 vs. 0.648) and validation cohort (3-year: 0.802 vs. 0.662; 5-year: 0.752 vs. 0.660). Finally, DCA curves of the nomograms exhibited larger net benefits than AJCC stage. CSS nomogram showed similar results.Our study constructed and validated nomograms with improved discriminative abilities and clinical benefits to predict the survival outcomes of ACB patients. The models might assist clinicians in optimizing therapeutic management on individual levels.
- Subjects :
- Oncology
medicine.medical_specialty
Urinary Bladder
Adenocarcinoma
urologic and male genital diseases
Cancer specific survival
03 medical and health sciences
0302 clinical medicine
Internal medicine
otorhinolaryngologic diseases
medicine
Overall survival
Humans
Survival analysis
Bladder cancer
Urinary bladder
business.industry
Nomogram
Prognosis
medicine.disease
United States
Survival Rate
Population based study
Nomograms
medicine.anatomical_structure
030220 oncology & carcinogenesis
030211 gastroenterology & hepatology
Surgery
business
SEER Program
Subjects
Details
- ISSN :
- 15210553 and 08941939
- Volume :
- 35
- Database :
- OpenAIRE
- Journal :
- Journal of Investigative Surgery
- Accession number :
- edsair.doi.dedup.....e25765a4bd8bbf99a5251b66ad3c2c5c