Oral Oncology · 2019 · 24 citations · 24 references
MedicineBiostatisticsOncologyMetastasisSurvival AnalysisTumor ProgressionBiomarker ValidationCancer BiomarkersCancer Survival AnalysisPrognostic AssessmentConcordance IndexDisease Prognostic BiomarkersKaplan-meier Survival EstimatesPredictive NomogramsPredictive PerformancePrognostic BiomarkersPrognostic Factors AnalysisPrognostic Risk Assessment
BACKGROUND AND PURPOSE: No nomogram has been established for de novo metastatic NPC patients previously. Thus, we retrospectively involved 502 de novo NPC patients to develop a practical clinical tool by combining prognostic biomarkers to estimate individual risk. METHODS: The nomogram was based on a primary cohort involving 353 patients from 2007 to 2013; all independent prognostic factors were integrated for inclusion in the model. The predictive accuracy of the model was evaluated by concordance index (C-index). A calibration curve was used to compare predicted and observed survival. We confirmed the results using a validation cohort study on 149 patients enrolled from 2014 to 2016. RESULTS: Five independent prognostic factors derived from multivariable analysis were entered into the nomogram. The C-index of the nomogram was 0.724. The calibration curves for probability of 3- and 5-year overall survival (OS) showed satisfactory agreement between predicted survival and actual observed survival. The Kaplan-Meier survival curves showed a significant difference in survival among different risk groups according to the total score. All results were confirmed in the validation cohort. CONCLUSION: We established a convenient nomogram that provides individual prediction of OS for patients with de novo metastatic NPC.
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Global cancer statistics, 2012
Lindsey A. Torre, Freddie Bray, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2015 · 27.4K citations · Full text
Y M Lo, Lisa Chan, Kwok Wai Lo et al. · PubMed · 1999 · 775 citations