Development and Validation of a Nomogram to Predict Overall Survival in Stage I-III Colorectal Cancer Patients after Radical Resection with Normal Preoperative Serum Carcinoembryonic Antigen

被引:1
|
作者
Dai, Xuan [1 ]
Wang, Haoran [2 ]
Lu, Yaqi [2 ]
Chen, Yan [1 ]
Liu, Yun [1 ]
Huang, Shiyong [1 ]
机构
[1] Shanghai Jiao Tong Univ, Xinhua Hosp, Dept Colorectal & Anal Surg, Sch Med, Shanghai 200092, Peoples R China
[2] Xinxiang Med Univ, Clin Sch 1, Xinxiang 453003, Peoples R China
基金
中国国家自然科学基金;
关键词
colorectal cancer; nomogram; overall survival; CA242; CA125; CURATIVE RESECTION; FOLLOW-UP; CLINICAL-SIGNIFICANCE; PROGNOSTIC VALUE; CEA; RECURRENCE; CA125; CA19-9; COMBINATION; EXPRESSION;
D O I
10.3390/cancers15235643
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary A considerable number of patients with colorectal cancer (CRC) do not have elevated serum carcinoembryonic antigen (CEA) levels before undergoing radical surgery for colorectal cancer, but they may still have a poor prognosis. It is imperative to find sensitive and dependable prognostic markers to quickly identify high-risk populations who are susceptible to adverse outcomes in order to offer timely interventions to improve prognosis. In this real-world study of more than 1000 samples, a nomogram based on serum tumor markers and other clinicopathological features was used to accurately forecast the 3-year and 5-year overall survival rates of stage I-III CRC patients after radical resection with normal preoperative CEA, and its predictive power and clinical applicability markedly exceed those of the AJCC 8th TNM stage. In addition, we found the potential prognostic values of carbohydrate antigen 125 (CA125) and carbohydrate antigen 242 (CA242) as supplementary tumor markers in CRC patients who have normal preoperative CEA.Abstract We aimed to develop a clinical predictive model for predicting the overall survival (OS) in stage I-III CRC patients after radical resection with normal preoperative CEA. This study included 1082 consecutive patients. They were further divided into a training set (70%) and a validation set (30%). The selection of variables for the model was informed by the Akaike information criterion. After that, the clinical predictive model was constructed, evaluated, and validated. The net reclassification index (NRI) and integrated discrimination improvement (IDI) were employed to compare the models. Age, histologic type, pT stage, pN stage, carbohydrate antigen 242 (CA242), and carbohydrate antigen 125 (CA125) were selected to establish a clinical prediction model for OS. The concordance index (C-index) (0.748 for the training set and 0.702 for the validation set) indicated that the nomogram had good discrimination ability. The decision curve analysis highlighted that the model has superior efficiency in clinical decision-making. NRI and IDI showed that the established nomogram markedly outperformed the TNM stage. The new clinical prediction model was notably superior to the AJCC 8th TNM stage, and it can be used to accurately assess the OS of stage I-III CRC patients undergoing radical resection with normal preoperative CEA.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Development and validation of a nomogram to predict survival after curative resection of nonmetastatic colorectal cancer
    Hong, Tingting
    Cai, Dongyan
    Jin, Linfang
    Zhang, Ying
    Lu, Tingxun
    Hua, Dong
    Wu, Xiaohong
    CANCER MEDICINE, 2020, 9 (12): : 4126 - 4136
  • [2] Preoperative Carcinoembryonic Antigen as a Poor Prognostic Factor in Stage I-III Colorectal Cancer After Curative-Intent Resection: A Propensity Score Matching Analysis
    Huang, Shu-Huan
    Tsai, Wen-Sy
    You, Jeng-Fu
    Hung, Hsin-Yuan
    Yeh, Chien-Yuh
    Hsieh, Pao-Shiu
    Chiang, Sum-Fu
    Lai, Cheng-Chou
    Chiang, Jy-Ming
    Tang, Reiping
    Chen, Jinn-Shiun
    ANNALS OF SURGICAL ONCOLOGY, 2019, 26 (06) : 1685 - 1694
  • [3] A prognostic nomogram integrating carcinoembryonic antigen levels for predicting overall survival in elderly patients with stage II-III colorectal cancer
    Zhang, Haijiao
    Wang, Rangrang
    Yu, Tianyu
    Yu, Dingye
    Song, Changfeng
    Ma, Bingwei
    Li, Jiyu
    JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2024, 15 (01) : 164 - 178
  • [4] Impact of rural and remoteness on overall survival in Australian patients with stage I-III colorectal cancer
    Mullany, Christina M.
    Rose, June
    Ranson, Marie
    Brungs, Daniel
    ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY, 2018, 14 : 99 - 99
  • [5] Postoperative carcinoembryonic antigen (CEA) levels predict outcomes after resection of colorectal cancer in patients with normal preoperative CEA levels
    Zhang, Chiming
    Zheng, Wenqian
    Lv, Yiming
    Shan, Lina
    Xu, Dengyong
    Pan, Yangtao
    Zhu, Hongbo
    Qi, Haiou
    TRANSLATIONAL CANCER RESEARCH, 2020, 9 (01) : 111 - 118
  • [6] Overall survival after recurrence in stage I-III colorectal cancer patients in accordance with the recurrence organ site and pattern
    Sawayama, Hiroshi
    Miyamoto, Yuji
    Hiyoshi, Yukiharu
    Ogawa, Katsuhiro
    Kato, Rikako
    Akiyama, Takahiko
    Kiyozumi, Yuki
    Yoshida, Naoya
    Baba, Hideo
    ANNALS OF GASTROENTEROLOGICAL SURGERY, 2021, 5 (06): : 813 - 822
  • [7] Significance of serum carcinoembryonic antigen despite normal preoperative levels in colorectal cancer patients receiving curative resection
    Beom, S. -H.
    Jung, M.
    Shin, S. J.
    Rha, S. Y.
    Chung, H. C.
    Ahn, J. B.
    ANNALS OF ONCOLOGY, 2015, 26 : 49 - 49
  • [8] Clinical significance of carcinoembryonic antigen in peritoneal fluid detected during operation in stage I-III colorectal cancer patients
    Kim, Jae Hyun
    Lee, Seunghun
    Lee, Seung Hyun
    Ahn, Byung Kwon
    Baek, Sung Uhn
    Moon, Won
    Park, Seun Ja
    INTESTINAL RESEARCH, 2018, 16 (03) : 467 - 474
  • [9] Preoperative Absolute Lymphocyte Count to Carcinoembryonic Antigen Ratio Is a Superior Predictor of Survival in Stage I to III Colorectal Cancer
    Zhou, Yue
    Cheng, Fei
    Zhang, Zihao
    Xiang, Jia
    Xue, Tianhui
    Ye, Qianwen
    Yan, Bing
    CLINICAL MEDICINE INSIGHTS-ONCOLOGY, 2022, 16
  • [10] Preoperative Absolute Lymphocyte Count to Carcinoembryonic Antigen Ratio Is a Superior Predictor of Survival in Stage I to III Colorectal Cancer
    Zhou, Yue
    Cheng, Fei
    Zhang, Zihao
    Xiang, Jia
    Xue, Tianhui
    Ye, Qianwen
    Yan, Bing
    CLINICAL MEDICINE INSIGHTS-ONCOLOGY, 2022, 16