Development and validation of nomogram combining serum biomarker for predicting survival in patients with resected rectal cancer

被引:8
作者
Fan, Shaonan [1 ]
Li, Ting [1 ]
Zhou, Ping [1 ]
Peng, Qiliang [1 ]
Zhu, Yaqun [1 ]
机构
[1] Soochow Univ, Affiliated Hosp 2, Dept Radiat Oncol, Suzhou 215004, Peoples R China
关键词
CARCINOEMBRYONIC ANTIGEN LEVEL; COLORECTAL-CANCER; LOCAL RECURRENCE; PROGNOSTIC VALUE; STATISTICS; MARKERS; TUMORS;
D O I
10.1042/BSR20192636
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Purpose: Nomogram is a widely used tool that precisely predicts individualized cancer prognoses. We aimed to develop and validate a reliable nomogram including serum tumor biomarkers to predict individual overall survival (OS) for patients with resected rectal cancer (RC) and compare the predictive value with the American Joint Committee on Cancer (AJCC) stages. Patients and methods: We analyzed 520 patients who were diagnosed with non-metastatic rectal cancer as training cohort. External validation was performed in a cohort of 11851 patients from the Surveillance, Epidemiology, and End Results (SEER) database. Independent prognostic factors were identified and integrated to build a nomogram using the Cox proportional hazard regression model. The nomogram was evaluated by Harrell's concordance index (C-index) and calibration plots in both training and validation cohort. Results: The calibration curves for probability of 1-, 3-, and 5-year OS in both cohorts showed favorable accordance between the nomogram prediction and the actual observation. The C-indices of the nomograms to predict OS were 0.71 in training cohort and 0.69 in the SEER cohort, which were higher than that of the seventh edition American Joint Committee on Cancer TNM staging system for predicting OS (training cohort, 0.71 vs. 0.58, respectively; P-value < 0.001; validation cohort, 0.69 vs. 0.57, respectively; P-value < 0.001). Conclusion: We developed and validated a novel nomogram based on CEA and other factors for predicting OS in patients with resected RC, which could assist clinical decision making and improvement of prognosis prediction for individual RC patients after surgery.
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页数:11
相关论文
共 28 条
[1]  
[Anonymous], AJCC CANC STAGING MA
[2]   Blood biomarkers are helpful in the prediction of response to chemoradiation in rectal cancer: A prospective, hypothesis driven study on patients with locally advanced rectal cancer [J].
Buijsen, Jeroen ;
van Stiphout, Ruud G. ;
Menheere, Paul P. C. A. ;
Lammering, Guido ;
Lambin, Philippe .
RADIOTHERAPY AND ONCOLOGY, 2014, 111 (02) :237-242
[3]   Cancer Statistics in China, 2015 [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Baade, Peter D. ;
Zhang, Siwei ;
Zeng, Hongmei ;
Bray, Freddie ;
Jemal, Ahmedin ;
Yu, Xue Qin ;
He, Jie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) :115-132
[4]  
Compton C, 2000, CANCER-AM CANCER SOC, V88, P1739, DOI 10.1002/(SICI)1097-0142(20000401)88:7<1739::AID-CNCR30>3.0.CO
[5]  
2-T
[6]   Nomograms for Predicting the Prognostic Value of Pre-Therapeutic CA15-3 and CEA Serum Levels in TNBC Patients [J].
Dai, Danian ;
Chen, Bo ;
Tang, Hailin ;
Wang, Bin ;
Zhao, Zhiping ;
Xie, Xiaoming ;
Wei, Weidong .
PLOS ONE, 2016, 11 (08)
[7]   Impact of the post/preoperative serum CEA ratio on the survival of patients with rectal cancer [J].
Hotta, Tsukasa ;
Takifuji, Katsunari ;
Yokoyama, Shozo ;
Matsuda, Kenji ;
Oku, Yoshimasa ;
Nasu, Toru ;
Ieda, Junji ;
Yamamoto, Naoyuki ;
Iwamoto, Hiromitsu ;
Takei, Yoh ;
Mizumoto, Yuki ;
Yamaue, Hiroki .
SURGERY TODAY, 2014, 44 (11) :2106-2115
[8]   How to build and interpret a nomogram for cancer prognosis [J].
Iasonos, Alexia ;
Schrag, Deborah ;
Raj, Ganesh V. ;
Panageas, Katherine S. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (08) :1364-1370
[9]   Cancer Statistics, 2010 (vol 60, pg 277, 2010) [J].
Jemal, A. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2011, 61 (02) :134-134
[10]   Biochemical markers for gastroenteropancreatic neuroendocrine tumours (GEP-NETs) [J].
Kanakis, George ;
Kaltsas, Gregory .
BEST PRACTICE & RESEARCH CLINICAL GASTROENTEROLOGY, 2012, 26 (06) :791-802