Establishment and validation of a nomogram model for predicting distant metastasis in medullary thyroid carcinoma: An analysis of the SEER database based on the AJCC 8th TNM staging system

被引:7
|
作者
Chen, Zhufeng [1 ,2 ]
Mao, Yaqian [1 ,2 ]
You, Tingting [1 ,3 ]
Chen, Gang [1 ,4 ]
机构
[1] Fujian Med Univ, Shengli Clin Med Coll, Fuzhou, Peoples R China
[2] Fujian Prov Hosp, Dept Internal Med, South Branch, Fuzhou, Peoples R China
[3] Fujian Prov Hosp, Dept Med Intens Care Unit, Fuzhou, Peoples R China
[4] Fujian Prov Hosp, Dept Endocrinol, Fuzhou, Peoples R China
来源
FRONTIERS IN ENDOCRINOLOGY | 2023年 / 14卷
关键词
medullary thyroid carcinoma (MTC); distant metastasis; risk factors; nomogram model; cancer-specific survival; LYMPH-NODE RATIO; PROGNOSTIC VALUE; CANCER; MANAGEMENT; SURVIVAL; TRENDS;
D O I
10.3389/fendo.2023.1119656
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
ObjectiveMedullary thyroid carcinoma (MTC) patients with distant metastases frequently present a relatively poor survival prognosis. Our main purpose was developing a nomogram model to predict distant metastases in MTC patients. MethodsThis was a retrospective study based on the Surveillance, Epidemiology, and End Results (SEER) database. Data of 807 MTC patients diagnosed from 2004 to 2015 who undergone total thyroidectomy and neck lymph nodes dissection was included in our study. Independent risk factors were screened by univariate and multivariate logistic regression analysis successively, which were used to develop a nomogram model predicting for distant metastasis risk. Further, the log-rank test was used to compare the differences of Kaplan-Meier curves of cancer-specific survival (CSS) in different M stage and each independent risk factor groups. ResultsFour clinical parameters including age > 55 years, higher T stage (T3/T4), higher N stage (N1b) and lymph node ratio (LNR) > 0.4 were significant for distant metastases at the time of diagnosis in MTC patients, and were selected to develop a nomogram model. This model had satisfied discrimination with the AUC and C-index of 0.894, and C-index was confirmed to be 0.878 through bootstrapping validation. A decision curve analysis (DCA) was subsequently made to evaluate the feasibility of this nomogram for predicting distant metastasis. In addition, CSS differed by different M stage, T stage, N stage, age and LNR groups. ConclusionsAge, T stage, N stage and LNR were extracted to develop a nomogram model for predicting the risk of distant metastases in MTC patients. The model is of great significance for clinicians to timely identify patients with high risk of distant metastases and make further clinical decisions.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Validation of the 8th edition UICC/AJCC TNM staging system for HPV associated oropharyngeal cancer patients managed with contemporary chemo-radiotherapy
    van Gysen, Kirsten
    Stevens, Mark
    Guo, Linxin
    Jayamanne, Dasantha
    Veivers, David
    Wignall, Andrew
    Pang, Leo
    Guminski, Alexander
    Lee, Adrian
    Hruby, George
    Macleod, Paula
    Taylor, Alon
    Eade, Thomas
    BMC CANCER, 2019, 19 (1)
  • [32] New proposed tumor-node-metastasis staging system for medullary thyroid carcinoma based on the Surveillance, Epidemiology, and End Results database
    Wang, Min
    Hu, Di
    Zeng, Wen
    Chen, Sichao
    Huang, Yihui
    Zhou, Ling
    Zhou, Wei
    Wei, Wei
    Zhang, Chao
    Liu, Zeming
    Guo, Liang
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2020, 12 (06): : 2703 - 2710
  • [33] Development and validation of a nomogram model for cancer-specific survival of patients with poorly differentiated thyroid carcinoma: A SEER database analysis
    Jin, Shuai
    Liu, Huiying
    Yang, Jingyuan
    Zhou, Jie
    Peng, Dandan
    Liu, Xiangmei
    Zhang, Haiwang
    Zeng, Zhu
    Ye, Yuan-nong
    FRONTIERS IN ENDOCRINOLOGY, 2022, 13
  • [34] Critical evaluation of the American Joint Commission on Cancer (AJCC) 8th edition staging system for patients with Hepatocellular Carcinoma (HCC): A Surveillance, Epidemiology, End Results (SEER) analysis
    Kamarajah, Sivesh K.
    Frankel, Timothy L.
    Sonnenday, Christopher
    Cho, Clifford S.
    Nathan, Hari
    JOURNAL OF SURGICAL ONCOLOGY, 2018, 117 (04) : 644 - 650
  • [35] Proposed Modification of the pN2 Classification of the 8th Edition AJCC Staging System for Esophageal Squamous Cell Carcinoma: A Preliminary Study Based on the Chinese Population
    Xi, Kexing
    Yu, Hui
    JOURNAL OF ONCOLOGY, 2021, 2021
  • [36] Validation of the 8th Edition of the UICC/AJCC Staging System for Nasopharyngeal Carcinoma From Endemic Areas in the Intensity-Modulated Radiotherapy Era
    Tang, Ling-Long
    Chen, Yu-Pei
    Mao, Yan-Ping
    Wang, Zi-Xian
    Guo, Rui
    Chen, Lei
    Tian, Li
    Lin, Ai-Hua
    Li, Li
    Sun, Ying
    Ma, Jun
    JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2017, 15 (07): : 913 - 919
  • [37] An Analysis of The American Joint Committee on Cancer 8th Edition T Staging System for Papillary Thyroid Carcinoma
    Tran, Bryan
    Roshan, David
    Abraham, Earl
    Wang, Laura
    Garibotto, Natalia
    Wykes, James
    Campbell, Peter
    Ebrahimi, Ardalan
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2018, 103 (06) : 2199 - 2206
  • [38] Evaluation of the 8th edition American Joint Commission on Cancer (AJCC) staging system for patients with intrahepatic cholangiocarcinoma: A surveillance, epidemiology, and end results (SEER) analysis
    Kim, Yuhree
    Moris, Dimitrios P.
    Zhang, Xu-Feng
    Bagante, Fabio
    Spolverato, Gaya
    Schmidt, Carl
    Dilhoff, Mary
    Pawlik, Timothy M.
    JOURNAL OF SURGICAL ONCOLOGY, 2017, 116 (06) : 643 - 650
  • [39] Establishing and applying nomograms based on the 8th edition of the UICC/AJCC staging system to select patients with nasopharyngeal carcinoma who benefit from induction chemotherapy plus concurrent chemoradiotherapy
    Xu, Cheng
    Chen, Yu-Pei
    Liu, Xu
    Li, Wen-Fei
    Chen, Lei
    Mao, Yan-Ping
    Zhang, Yuan
    Guo, Rui
    Zhou, Guan-Qun
    Tang, Ling-Long
    Lin, Ai-Hua
    Sun, Ying
    Ma, Jun
    ORAL ONCOLOGY, 2017, 69 : 99 - 107
  • [40] Validation of the 8th edition of AJCC/UICC staging system for nasopharyngeal carcinoma: Results from a non-endemic cohort with 10-year follow-up
    Wu, Li-Rong
    Zhang, Xiu-Ming
    Xie, Xiao-Dong
    Lu, Yue
    Wu, Jian-Feng
    He, Xia
    ORAL ONCOLOGY, 2019, 98 : 141 - 146