Decision curve analysis and external validation of the postoperative Karakiewicz nomogram for renal cell carcinoma based on a large single-center study cohort
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作者:
Zastrow, Stefan
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Tech Univ Dresden, Univ Hosp Carl Gustav Carus, Dept Urol, D-01307 Dresden, GermanyTech Univ Dresden, Univ Hosp Carl Gustav Carus, Dept Urol, D-01307 Dresden, Germany
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.
机构:
Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Wenzhou Med Univ, Zhejiang Canc Hosp, Postgrad Training Base Alliance, Hangzhou 310022, Zhejiang, Peoples R ChinaChinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Guan, Yelan
Xu, Feiqi
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Zhejiang Chinese Med Univ, Sch Clin Med 2, Hangzhou 310053, Zhejiang, Peoples R ChinaChinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Xu, Feiqi
Zheng, Shuai
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Jinan Univ, Affiliated Hosp 1, Guangzhou 510630, Guangdong, Peoples R ChinaChinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Zheng, Shuai
Gu, Xiaodong
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Zhejiang Chinese Med Univ, Sch Clin Med 2, Hangzhou 310053, Zhejiang, Peoples R ChinaChinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Gu, Xiaodong
Sun, Yan
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Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
Wenzhou Med Univ, Zhejiang Canc Hosp, Postgrad Training Base Alliance, Hangzhou 310022, Zhejiang, Peoples R ChinaChinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Clin Trial, Hangzhou 310022, Zhejiang, Peoples R China
机构:
Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Guo, Chun Guang
Chen, Yan Jia
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Chinese Acad Med Sci, Med Stat Off, Beijing, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Chen, Yan Jia
Ren, Hu
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Ren, Hu
Zhou, Hong
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Zhou, Hong
Shi, Ju Fang
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Chinese Acad Med Sci, Program Off Canc Screening Urban China, Beijing, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Shi, Ju Fang
Yuan, Xing Hua
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Yuan, Xing Hua
Zhao, Ping
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Zhao, Ping
Zhao, Dong Bing
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
Zhao, Dong Bing
Wang, Gui Qi
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Chinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Endoscopy, 17 Panjiayuan Nanli, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Canc Hosp, Natl Canc Ctr, Dept Abdominal Surg Oncol, 17 Panjiayuan Nanli, Beijing 100021, Peoples R China
机构:
City Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Lee, Kyuwan
Lindenfeld, Lanie
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City Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Lindenfeld, Lanie
Echevarria, Meagan
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City Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Echevarria, Meagan
Hsu, JoAnn
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机构:
City Hope Comprehens Canc Ctr, Dept Med Oncol & Therapeut Res, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Hsu, JoAnn
Wong, F. Lennie
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City Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Wong, F. Lennie
Narayan, Hari K.
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Univ Calif San Diego, Dept Pediat, 3020 Childrens Way, San Diego, CA 92123 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Narayan, Hari K.
Lau, Clayton
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City Hope Comprehens Canc Ctr, Dept Surg, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Lau, Clayton
Cai, LiYing
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City Hope Comprehens Canc Ctr, Dept Med, 1500 E Duarte RD, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Cai, LiYing
Pal, Sumanta K.
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City Hope Comprehens Canc Ctr, Dept Med Oncol & Therapeut Res, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Pal, Sumanta K.
Armenian, Saro H.
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City Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
Armenian, Saro H.
Rhee, June-Wha
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City Hope Comprehens Canc Ctr, Dept Med, 1500 E Duarte RD, Duarte, CA 91010 USACity Hope Comprehens Canc Ctr, Dept Populat Sci, 1500 E Duarte Rd, Duarte, CA 91010 USA
机构:
Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Zhu, H.
Zhou, R.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Zhou, R.
Qi, N.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Qi, N.
Zhao, F.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Zhao, F.
Li, Z.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Li, Z.
Wang, S.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Wang, S.
Wang, J.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Wang, J.
Chen, R.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China
Chen, R.
Wen, R.
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Xuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R ChinaXuzhou Med Univ, Affiliated Hosp, Dept Urol, Xuzhou, Jiangsu, Peoples R China