Journal of Cancer · 2017 · 58 citations · 25 references
MedicineOncologyRadiation OncologyCancer EpidemiologyClinical Radiation OncologySurvival AnalysisCancer MortalityCancer Survival AnalysisHazard FunctionsMalignant NeoplasmsRadiation TherapySurvival OutcomesCancer Recurrence RiskCancer Risk EstimationDisease RiskFailure Hazard AnalysisHazard Rate AnalysisHazard Rate EstimationHazard Rate ModelsMultivariate Longitudinal Analysis
The changes in the risk of disease failure over time in nasopharyngeal carcinoma (NPC) remains unknown. Methods: We analyzed 749 patients treated with intensity-modulated radiotherapy in a single center. The annual hazard rates of disease failure (recurrence or death from any cause) were estimated using the life-table method. Results: In total, 41 (5.5%), 22 (2.9%) and 129 (17.2%) patients developed local, regional and distant recurrences, respectively; 149 (19.9%) patients died. Of the 600 patients who were alive at the last follow-up, 496 (82.7%) had follow-up times longer than 6 years. The 6-year failure-free survival rate was 74.8%. Older age ( 50 years) and advanced stage (-B) were independent risk factors for disease failure in multivariate analysis. The hazard curve for failure risk in the whole cohort showed a sharp peak at 2 years, changed to a gradually decreasing plateau between years 3 and 5 and then declined sharply. Subgroup analyses revealed similar hazard curves in both sexes. However, the patterns of hazard curve significantly differed between high-risk ( 50 years or stage -B) and low-risk ( 50 years or stage -) patients.
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Journal of the American Statistical Association
Anne B. Koehler · International Journal of Forecasting · 1995 · 5.4K citations