Diagnostic and prognostic nomograms for newly diagnosed intrahepatic cholangiocarcinoma with brain metastasis: A population-based analysis

被引:1
|
作者
Liu, Zhili [1 ,2 ,3 ,4 ]
Yi, Jianying [5 ]
Yang, Jie [1 ,2 ,3 ,4 ]
Zhang, Xingxin [6 ]
Wang, Lu [7 ]
Liu, Shuye [1 ,2 ,3 ,4 ]
机构
[1] Third Cent Hosp Tianjin, Dept Clin Lab, Tianjin 300170, Peoples R China
[2] Tianjin Key Lab Extracorporeal Life Support Crit, Tianjin 300170, Peoples R China
[3] Artificial Cell Engn Technol Res Ctr, Tianjin 300170, Peoples R China
[4] Tianjin Inst Hepatobiliary Dis, Tianjin 300170, Peoples R China
[5] Nankai Univ, Tianjin Cent Hosp 1, Sch Med, Dept Clin Lab, Tianjin 300192, Peoples R China
[6] Peoples Hosp Xiaoyi City, Dept Clin Lab, Xiaoyi 032300, Peoples R China
[7] Tradit Chinese Med Hosp Xiaoyi City, Dept Gynecol & Obstet, Xiaoyi 032300, Peoples R China
关键词
Intrahepatic cholangiocarcinoma; brain metastasis; nomogram; Surveillance; Epidemiology; and End Results; diagnosis; prognosis; LIVER RESECTION; RISK-FACTORS; MANAGEMENT; CANCER;
D O I
10.1177/15353702221113828
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Brain metastasis (BM) is one of the rare metastatic sites of intrahepatic cholangiocarcinoma (ICC). ICC with BM can seriously affect the quality of life of patients and lead to a poor prognosis. The aim of this study was to establish two nomograms to estimate the risk of BM in ICC patients and the prognosis of ICC patients with BM. Data on 19,166 individuals diagnosed with ICC were retrospectively collected from the Surveillance, Epidemiology, and End Results (SEER) database. Independent risk factors and prognostic factors were identified by the logistic and the Cox regression, respectively. Next, two nomograms were developed, and their discrimination was estimated by concordance index (C-index) and calibration plots, while the clinical benefits of the prognostic nomogram were evaluated using the receiver operating characteristic (ROC) curves, the decision curve analysis (DCA), and the Kaplan-Meier analyses. The independent risk factors for BM were T stage, N stage, surgery, alpha-fetoprotein (AFP) level, and tumor size. T stage, surgery, radiotherapy, and bone metastasis were prognostic factors for overall survival (OS). For the prognostic nomogram, the C-index was 0.759 (95% confidence interval (CI) = 0.745-0.773) and 0.764 (95% CI = 0.747-0.781) in the training and the validation cohort, respectively. The calibration curves revealed a robust agreement between predictions and actual observations probability. The area under curves (AUCs) for the 3-, 6-, and 9-month OS were 0.721, 0.727, and 0.790 in the training cohort and 0.702, 0.777, and 0.853 in the validation cohort, respectively. The DCA curves yielded remarkable positive net benefits over a wide range of threshold probabilities. The Kaplan-Meier analysis illustrated that the nomogram could significantly distinguish the population with different survival risks. We successfully established the two nomograms for predicting the incidence of BM and the prognosis of ICC patients with BM, which may assist clinicians in choosing more effective treatment strategies.
引用
收藏
页码:1657 / 1669
页数:13
相关论文
共 50 条
  • [31] Pulmonary metastasis in newly diagnosed colon-rectal cancer: a population-based nomogram study
    Yiwei Huang
    Mengnan Zhao
    Jiacheng Yin
    Tao Lu
    Xiaodong Yang
    Guangda Yuan
    Ming Li
    Yu Liu
    Cheng Zhan
    Qun Wang
    International Journal of Colorectal Disease, 2019, 34 : 867 - 878
  • [32] Development and Validation of Prognostic Nomograms for Lung Squamous Cell Carcinoma With Brain Metastasis in Patients Aged 45 Years or Older: A Population-Based Study
    Yang, Feng
    Gao, Lianjun
    Wang, Qimin
    Gao, Wei
    CANCER CONTROL, 2023, 30
  • [33] A population-based study of newly diagnosed epilepsy in infants
    Eltze, Christin M.
    Chong, Wui K.
    Cox, Tim
    Whitney, Andrea
    Cortina-Borja, Mario
    Chin, Richard F. M.
    Scott, Rod C.
    Cross, J. Helen
    EPILEPSIA, 2013, 54 (03) : 437 - 445
  • [34] Causes of death after Intrahepatic cholangiocarcinoma diagnosis: a population-based study
    Elgenidy, Anas
    Abdelwahab, Ahmed
    Jalal, Prasun
    JOURNAL OF HEPATOLOGY, 2022, 77 : S928 - S929
  • [35] Risk factors, prognostic factors, and nomograms for synchronous brain metastases of solid tumors: a population-based study
    Liu, Leiyuan
    Che, Wenqiang
    Xu, Bingdong
    Liu, Yujun
    Lyu, Jun
    Zhang, Yusheng
    NEUROSURGICAL REVIEW, 2024, 47 (01)
  • [36] Role of palliative radiotherapy in unresectable intrahepatic cholangiocarcinoma: population-based analysis with propensity score matching
    Shao, Feng
    Qi, Wei
    Meng, Fu Tao
    Qiu, Lujun
    Huang, Qiang
    CANCER MANAGEMENT AND RESEARCH, 2018, 10 : 1497 - 1506
  • [37] Novel nomogram to predict risk of bone metastasis in newly diagnosed thyroid carcinoma: a population-based study
    Yuexin Tong
    Chuan Hu
    Zhangheng Huang
    Zhiyi Fan
    Lujian Zhu
    Youxin Song
    BMC Cancer, 20
  • [38] Novel nomogram to predict risk of bone metastasis in newly diagnosed thyroid carcinoma: a population-based study
    Tong, Yuexin
    Hu, Chuan
    Huang, Zhangheng
    Fan, Zhiyi
    Zhu, Lujian
    Song, Youxin
    BMC CANCER, 2020, 20 (01)
  • [39] Secular trends of intrahepatic cholangiocarcinoma in a high endemic area: A population-based study
    Lin, Chun-Ru
    Lee, Yu-Kwang
    Chiang, Chun-Ju
    Yang, Ya-Wen
    Chang, Hung-Chuen
    You, San-Lin
    WORLD JOURNAL OF GASTROENTEROLOGY, 2022, 28 (28) : 3695 - 3705
  • [40] Secular trends of intrahepatic cholangiocarcinoma in a high endemic area:A population-based study
    Chun-Ru Lin
    Yu-Kwang Lee
    Chun-Ju Chiang
    Ya-Wen Yang
    Hung-Chuen Chang
    San-Lin You
    World Journal of Gastroenterology, 2022, 28 (28) : 3695 - 3705