Predicting lymph node metastasis in early gastric cancer patients: development and validation of a model

被引:16
|
作者
Mu, Jianfeng [1 ]
Jia, Zhifang [2 ]
Yao, Weikai [3 ]
Song, Jiaxing [4 ]
Cao, Xueyuan [1 ]
Jiang, Jing [2 ]
Wang, Quan [1 ]
机构
[1] First Hosp Jilin Univ, Dept Gastr & Colorectal Surg, Changchun 130021, Jilin, Peoples R China
[2] First Hosp Jilin Univ, Div Clin Res, Changchun 130021, Jilin, Peoples R China
[3] First Hosp Jilin Univ, Dept Pathol, Changchun 130021, Jilin, Peoples R China
[4] First Hosp Jilin Univ, Clin Lab, Changchun 130021, Jilin, Peoples R China
基金
中国国家自然科学基金;
关键词
early gastric cancer; lymph node metastasis; nomogram; predictive model; ENDOSCOPIC SUBMUCOSAL DISSECTION; SURGERY;
D O I
10.2217/fon-2019-0377
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aim: To develop and validate a model to predict possibility of lymph node metastasis (LNM) in early gastric cancer. Materials & methods: An LNM prediction model was developed by logistic regression based on the demographics or characteristics of the tumor (N = 746) and then internally and externally validated (N = 126). Results: Four variables, lymphovascular invasion, differentiated types, diameter of tumor and T stage were screened into the model. The area under the receiver-operating characteristic curve of the model was 0.861 (95% CI: 0.851-0.864) in internal validation and 0.911 (95% CI: 0.848-0.974) in the validation set. Conclusion: The model shows excellent discrimination and calibration performance, and is potential to be a useful clinical model to predict the risk of LNM in early gastric cancer.
引用
收藏
页码:3609 / 3617
页数:9
相关论文
共 50 条
  • [1] Development and validation of a nomogram for predicting lymph node metastasis in early gastric cancer
    He, Jing-Yang
    Cao, Meng-Xuan
    Li, En-Ze
    Hu, Can
    Zhang, Yan-Qiang
    Zhang, Ruo-Lan
    Cheng, Xiang-Dong
    Xu, Zhi-Yuan
    [J]. WORLD JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2024, 16 (07)
  • [2] Establishment and Validation for Predicting the Lymph Node Metastasis in Early Gastric Adenocarcinoma
    Li, Xuan
    Zhou, Haiyan
    Zhao, Xianhui
    Peng, Huan
    Luo, Shanshan
    Feng, Juan
    Heng, Jianfu
    Liu, Heli
    Ge, Jie
    [J]. JOURNAL OF HEALTHCARE ENGINEERING, 2022, 2022
  • [3] A Nomogram for Predicting Extraperigastric Lymph Node Metastasis in Patients With Early Gastric Cancer
    Yoo, Hyun Joo
    Lee, Hayemin
    Lee, Han Hong
    Lee, Jun Hyun
    Jun, Kyong-Hwa
    Kim, Jin-jo
    Song, Kyo-young
    Kim, Dong Jin
    [J]. JOURNAL OF GASTRIC CANCER, 2023, 23 (02) : 355 - 364
  • [4] Predicting lymph node metastasis in colorectal cancer patients: development and validation of a column chart model
    Niu, Xiaoqiang
    Cao, Jiaqing
    [J]. UPDATES IN SURGERY, 2024, 76 (04) : 1301 - 1310
  • [5] A Risk-Scoring Model for Predicting Lymph Node Metastasis in Early Gastric Cancer Patients: a Retrospective Study and External Validation
    Lihu Gu
    Manman Chen
    Parikshit Asutosh Khadaroo
    Xueqiang Ma
    Liya Kong
    Xinlong Li
    Hepan Zhu
    Xin Zhong
    Junhai Pan
    XianFa Wang
    [J]. Journal of Gastrointestinal Surgery, 2018, 22 : 1508 - 1515
  • [6] A Risk-Scoring Model for Predicting Lymph Node Metastasis in Early Gastric Cancer Patients: a Retrospective Study and External Validation
    Gu, Lihu
    Chen, Manman
    Khadaroo, Parikshit Asutosh
    Ma, Xueqiang
    Kong, Liya
    Li, Xinlong
    Zhu, Hepan
    Zhong, Xin
    Pan, Junhai
    Wang, XianFa
    [J]. JOURNAL OF GASTROINTESTINAL SURGERY, 2018, 22 (09) : 1508 - 1515
  • [7] Development and validation of a nomogram for preoperative prediction of lymph node metastasis in early gastric cancer
    Xiao-Yi Yin
    Tao Pang
    Yu Liu
    Hang-Tian Cui
    Tian-Hang Luo
    Zheng-Mao Lu
    Xu-Chao Xue
    Guo-En Fang
    [J]. World Journal of Surgical Oncology, 18
  • [8] Development and validation of a nomogram for preoperative prediction of lymph node metastasis in early gastric cancer
    Yin, Xiao-Yi
    Pang, Tao
    Liu, Yu
    Cui, Hang-Tian
    Luo, Tian-Hang
    Lu, Zheng-Mao
    Xue, Xu-Chao
    Fang, Guo-En
    [J]. WORLD JOURNAL OF SURGICAL ONCOLOGY, 2020, 18 (01)
  • [9] A nomogram for predicting the likelihood of lymph node metastasis in early gastric patients
    Zhixue Zheng
    Yinan Zhang
    Lianhai Zhang
    Ziyu Li
    Xiaojiang Wu
    Yiqiang Liu
    Zhaode Bu
    Jiafu Ji
    [J]. BMC Cancer, 16
  • [10] A nomogram for predicting the likelihood of lymph node metastasis in early gastric patients
    Zheng, Zhixue
    Zhang, Yinan
    Zhang, Lianhai
    Li, Ziyu
    Wu, Xiaojiang
    Liu, Yiqiang
    Bu, Zhaode
    Ji, Jiafu
    [J]. BMC CANCER, 2016, 16