Prognostic models to predict overall and cause-specific survival for patients with middle ear cancer: a population-based analysis

被引:18
作者
Shen, Weidong [1 ]
Sakamoto, Naoko [2 ]
Yang, Limin [3 ,4 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Inst Otolaryngol Head & Neck Surg, Dept Otolaryngol, Beijing, Peoples R China
[2] Juntendo Univ, Dept Publ Hlth, Tokyo, Japan
[3] Natl Ctr Child Hlth & Dev, Epidemiol & Clin Res Ctr Childrens Canc, Tokyo, Japan
[4] Natl Ctr Child Hlth & Dev, Med Support Ctr Japan Environm & Childrens Study, Dept Med Subspecialties, Div Allergy,Setagaya Ku, Tokyo 1578535, Japan
关键词
Middle ear cancer; Nomogram; Overall survival; Cause-specific survival; SQUAMOUS-CELL CARCINOMA; TEMPORAL BONE; EXTERNAL VALIDATION; COMPETING-RISKS; NOMOGRAM; MORTALITY; MANAGEMENT; OUTCOMES; DEATH;
D O I
10.1186/1471-2407-14-554
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The purpose of this study was to evaluate the survival outcome for middle ear cancer and to construct prognostic models to provide patients and clinicians with more accurate estimates of individual survival probability. Methods: Patients diagnosed with middle ear cancer between 1983 and 2011 were selected for the study from the Surveillance Epidemiology and End Results Program. We used the Kaplan-Meier product limit method to describe overall survival and cause-specific survival. Cox proportional hazards models were fitted to model the relationships between patient characteristics and prognosis. Nomograms for predicting overall survival and cause-specific survival were built using the Cox models established. Results: The entire cohort comprised 247 patients with malignant middle ear cancer. Median duration of follow-up until censoring or death was 25 months (range, 1-319 months). Five-year overall survival and cause-specific survival were 47.4% (95% Confidence Interval (CI), 41.2% to 54.6%) and 58.0% (95% CI, 51.6% to 65.3%), respectively. In multivariable analysis, age, histological subtype, stage, surgery and radiotherapy were predictive of survival. The bootstrap corrected c-index for model predicting overall and cause-specific survival was 0.73 and 0.74, respectively. Calibration plots showed that the predicted survival reasonably approximated observed outcomes. Conclusion: The models represent an objective analysis of all currently available data. The resulting models demonstrated good accuracy in predicting overall survival and cause-specific survival. Nomograms should thus be considered as a useful tool for predicting clinical prognosis.
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页数:9
相关论文
共 26 条
  • [1] Adunka OF, 2010, OTOLOGY NEUROTOLOGY
  • [2] Survival Outcomes in Surgical Treatment of 72 Cases of Squamous Cell Carcinoma of the Temporal Bone
    Chi, Fang-Lu
    Gu, Feng-Ming
    Dai, Chun-Fu
    Chen, Bing
    Li, Hua-Wei
    [J]. OTOLOGY & NEUROTOLOGY, 2011, 32 (04) : 665 - 669
  • [3] Gillespie MB, 2001, ARCH OTOLARYNGOL, V127, P803
  • [4] GOODWIN WJ, 1980, ARCH OTOLARYNGOL, V106, P675
  • [5] Middle Ear Cancer: A Population-Based Study
    Gurgel, Richard K.
    Karnell, Lucy H.
    Hansen, Marlan R.
    [J]. LARYNGOSCOPE, 2009, 119 (10) : 1913 - 1917
  • [6] Hanrahan EO, 2007, J CLIN ONCOL, V25, P4952, DOI 10.1200/JCO.2006.08.0499
  • [7] Harrell F.E.J., 2013, R Package version 3.6-3
  • [8] Harrell FE., 2001, Regression Modeling Strategies: with Applications to Linear Models, Logistic Regression, and Survival Analysis, V608, DOI DOI 10.2147/
  • [9] How to build and interpret a nomogram for cancer prognosis
    Iasonos, Alexia
    Schrag, Deborah
    Raj, Ganesh V.
    Panageas, Katherine S.
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (08) : 1364 - 1370
  • [10] Postoperative nomogram for 12-year sarcoma-specific death
    Kattan, MW
    Leung, DHY
    Brennan, MF
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2002, 20 (03) : 791 - 796