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
  • [41] Characteristics of early death in patients with intrahepatic cholangiocarcinoma: A SEER population-based study
    Wang, Fengyan
    Lei, Xiaofei
    Xu, Changqing
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 49 - 49
  • [42] Endoscopic and surgical therapy for intrahepatic Cholangiocarcinoma in the united states - A population-based study
    Shaib, Yasser H.
    Davila, Jessica A.
    Henderson, Louise
    McGlynn, Katherine A.
    El-Serag, Hashem B.
    JOURNAL OF CLINICAL GASTROENTEROLOGY, 2007, 41 (10) : 911 - 917
  • [43] Postoperative survival of extrahepatic and intrahepatic cholangiocarcinoma after surgery: a population-based cohort
    Liu, Wei-Wen
    Tu, Jian-Fei
    Ying, Xi-Hui
    Chen, Zheng-Ju
    Wang, Yun-Bing
    BMJ OPEN, 2022, 12 (04):
  • [44] Characteristics of early death in patients with intrahepatic cholangiocarcinoma: A SEER population-based study
    Wang, Fengyan
    Lei, Xiaofei
    Xu, Changqing
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 49 - 49
  • [45] Prognostic analysis of older patients with intrahepatic cholangiocarcinoma: A SEER based study
    Wang, Fengyan
    Xu, Changqing
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 50 - 50
  • [46] Prognostic analysis of older patients with intrahepatic cholangiocarcinoma: A SEER based study
    Wang, Fengyan
    Xu, Changqing
    JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY, 2023, 38 : 50 - 50
  • [47] Treatment-related mortality in newly diagnosed pediatric cancer: a population-based analysis
    Gibson, Paul
    Pole, Jason D.
    Lazor, Tanya
    Johnston, Donna
    Portwine, Carol
    Silva, Mariana
    Alexander, Sarah
    Sung, Lillian
    CANCER MEDICINE, 2018, 7 (03): : 707 - 715
  • [48] A web-based model to predict the risk of lung metastasis in patients with newly diagnosed osteosarcoma: A population-based study
    Yuan, Bei
    Hu, Dong
    Xu, Kai
    Xiao, Songhua
    ASIAN JOURNAL OF SURGERY, 2023, 46 (10) : 4407 - 4409
  • [49] Development and validation of prognostic nomograms in patients with adrenocortical carcinoma: a population-based study
    Zhang, Hao
    Naji, Yaser
    Yan, Minbo
    Lian, Wenfei
    Xie, Maochun
    Dai, Yingbo
    INTERNATIONAL UROLOGY AND NEPHROLOGY, 2020, 52 (06) : 1057 - 1071
  • [50] Prognostic Nomograms for Elderly Patients with Small Cell Lung Cancer Brain Metastasis: A Surveillance, Epidemiology, and End Results Population-Based Study with Temporal External Validation
    Xie, Zongzhou
    Zhang, Yingjie
    Wei, Ruifu
    Li, Yongfu
    Mei, Zhenxin
    WORLD NEUROSURGERY, 2024, 189 : E632 - E651