Decision curve analysis and external validation of the postoperative Karakiewicz nomogram for renal cell carcinoma based on a large single-center study cohort

被引:13
|
作者
Zastrow, Stefan [1 ]
Brookman-May, Sabine [2 ]
Thi Anh Phuong Cong [1 ]
Jurk, Stanislaw [1 ]
von Bar, Immanuel [1 ]
Novotny, Vladimir [1 ]
Wirth, Manfred [1 ]
机构
[1] Tech Univ Dresden, Univ Hosp Carl Gustav Carus, Dept Urol, D-01307 Dresden, Germany
[2] Univ Munich, Klinikum Grosshadern, Dept Urol, D-80539 Munich, Germany
关键词
Renal cell carcinoma; Prognosis prediction; Nomogram; External validation; Decision curve analysis; PROGNOSTIC NOMOGRAM; PREDICTION; SURVIVAL; CANCER; SYSTEMS; MODELS;
D O I
10.1007/s00345-014-1321-6
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
To predict outcome of patients with renal cell carcinoma (RCC) who undergo surgical therapy, risk models and nomograms are valuable tools. External validation on independent datasets is crucial for evaluating accuracy and generalizability of these models. The objective of the present study was to externally validate the postoperative nomogram developed by Karakiewicz et al. for prediction of cancer-specific survival. A total of 1,480 consecutive patients with a median follow-up of 82 months (IQR 46-128) were included into this analysis with 268 RCC-specific deaths. Nomogram-estimated survival probabilities were compared with survival probabilities of the actual cohort, and concordance indices were calculated. Calibration plots and decision curve analyses were used for evaluating calibration and clinical net benefit of the nomogram. Concordance between predictions of the nomogram and survival rates of the cohort was 0.911 after 12, 0.909 after 24 months and 0.896 after 60 months. Comparison of predicted probabilities and actual survival estimates with calibration plots showed an overestimation of tumor-specific survival based on nomogram predictions of high-risk patients, although calibration plots showed a reasonable calibration for probability ranges of interest. Decision curve analysis showed a positive net benefit of nomogram predictions for our patient cohort. The postoperative Karakiewicz nomogram provides a good concordance in this external cohort and is reasonably calibrated. It may overestimate tumor-specific survival in high-risk patients, which should be kept in mind when counseling patients. A positive net benefit of nomogram predictions was proven.
引用
收藏
页码:381 / 388
页数:8
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