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
  • [31] Novel body component score predicts long-term survival in patients with stage I-III colorectal cancer following radical resection
    Aida, Takashi
    Kamada, Teppei
    Hata, Taigo
    Takahashi, Junji
    Ito, Eisaku
    Furukawa, Kenei
    Yoshida, Masashi
    Ohdaira, Hironori
    Ikegami, Toru
    Suzuki, Yutaka
    ANNALS OF GASTROENTEROLOGICAL SURGERY, 2024,
  • [32] Preoperative Serum Carcinoembryonic Antigen Level as a Predictive Factor of Recurrence After Curative Resection of Colorectal Cancer
    Ryo Takagawa
    Syoichi Fujii
    Mitsuyoshi Ohta
    Yasuhiko Nagano
    Chikara Kunisaki
    Shigeru Yamagishi
    Shunichi Osada
    Yasushi Ichikawa
    Hiroshi Shimada
    Annals of Surgical Oncology, 2008, 15 : 3433 - 3439
  • [33] Preoperative Serum Carcinoembryonic Antigen Level as a Predictive Factor of Recurrence After Curative Resection of Colorectal Cancer
    Takagawa, Ryo
    Fujii, Syoichi
    Ohta, Mitsuyoshi
    Nagano, Yasuhiko
    Kunisaki, Chikara
    Yamagishi, Shigeru
    Osada, Shunichi
    Ichikawa, Yasushi
    Shimada, Hiroshi
    ANNALS OF SURGICAL ONCOLOGY, 2008, 15 (12) : 3433 - 3439
  • [34] Serum Carcinoembryonic Antigen Monitoring After Curative Resection for Colorectal Cancer: Clinical Significance of the Preoperative Level
    In Ja Park
    Gyu-Seog Choi
    Kyoung Hoon Lim
    Byung Mo Kang
    Soo Han Jun
    Annals of Surgical Oncology, 2009, 16 : 3087 - 3093
  • [35] Serum Carcinoembryonic Antigen Monitoring After Curative Resection for Colorectal Cancer: Clinical Significance of the Preoperative Level
    Park, In Ja
    Choi, Gyu-Seog
    Lim, Kyoung Hoon
    Kang, Byung Mo
    Jun, Soo Han
    ANNALS OF SURGICAL ONCOLOGY, 2009, 16 (11) : 3087 - 3093
  • [36] Development and validation of a nomogram predicting the overall survival of stage IV breast cancer patients
    Li, Shunrong
    Zhao, Jianli
    Zhu, Liling
    Su, Fengxi
    Chen, Kai
    CANCER MEDICINE, 2017, 6 (11): : 2586 - 2594
  • [37] Development and validation of nomogram to predict overall survival and disease-free survival after surgical resection in elderly patients with hepatocellular carcinoma
    Tian, Yuan
    Wang, Yaoqun
    Wen, Ningyuan
    Lin, Yixin
    Liu, Geng
    Li, Bei
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [38] Predictive Factors of Early Relapse in UICC Stage I-III Colorectal Cancer Patients After Curative Resection
    Tsai, Hsiang-Lin
    Chu, Koung-Shing
    Huang, Yu-Ho
    Su, Yu-Chung
    Wu, Jeng-Yih
    Kuo, Chao-Hung
    Chen, Chao-Wen
    Wang, Jaw-Yuan
    JOURNAL OF SURGICAL ONCOLOGY, 2009, 100 (08) : 736 - 743
  • [39] Development and external validation of a nomogram predicting overall survival after curative resection of colon cancer
    Wang, Shuanhu
    Liu, Yakui
    Shi, Yi
    Guan, Jiajia
    Liu, Mulin
    Wang, Wenbin
    JOURNAL OF INTERNATIONAL MEDICAL RESEARCH, 2021, 49 (05)
  • [40] A Cohort Study of Metformin Exposure and Survival in Patients with Stage I-III Colorectal Cancer
    Spillane, Susan
    Bennett, Kathleen
    Sharp, Linda
    Barron, Thomas I.
    CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2013, 22 (08) : 1364 - 1373