Survival time following resection of intracranial metastases from NSCLC-development and validation of a novel nomogram

被引:8
|
作者
Ji, Xiaoyu [1 ]
Zhuang, Yingjie [2 ]
Yin, Xiangye [2 ]
Zhan, Qiong [1 ]
Zhou, Xinli [1 ]
Liang, Xiaohua [1 ]
机构
[1] Fudan Univ, Huashan Hosp, Dept Oncol, Shanghai 200040, Peoples R China
[2] Fourth Mil Med Univ, Co 4,Battalion 1,Cadet Brigade 1, Xian 710032, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Non-small-cell lung cancer; Brain metastases; Prognostic indexes; Intracranial surgery; Nomogram; BRAIN METASTASES; PROGNOSTIC-FACTORS; LUNG-CANCER; SINGLE METASTASES; ANALYSIS RPA; RADIOSURGERY; SURGERY; TRIAL; INDEX; SCORE;
D O I
10.1186/s12885-017-3763-x
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Brain metastases (BM) from non-small cell lung cancer (NSCLC) are the most frequent intracranial tumors. To identify patients who might benefit from intracranial surgery, we compared the six existing prognostic indexes(PIs) and built a nomogram to predict the survival for NSCLC with BM before they intended to receive total intracranial resection in China. Methods: First, clinical data of NSCLC presenting with BM were retrospectively reviewed. All of the patients had received total intracranial resection and were randomly distributed to developing cohort and validation cohort by 2:1. Second, we stratified the cohort using a recursive partitioning analysis(RPA), a score index for radiosurgery (SIR), a basic score for BM (BS-BM), a Golden Grading System (GGS), a disease-specific graded prognostic assessment (DS-GPA) and by NSCLC-RADES. The predictive power of the six PIs was assessed using the Kaplan-Meier method and the log-rank test. Third, univariate and multivariate analysis were explored, and the nomogram predicting survival of BMs from NSCLC was constructed using R 3.2.3 software. The concordance index (C-index) was calculated to evaluate the discriminatory power of the nomogram in the developing cohort and validation cohort. Results: BS-BM could better predict survival of patients before intracranial surgery compared with other PIs. In the final multivariate analysis, KPS at diagnosis of BM, metachronous or synchronous BM and the histology of lung cancer appeared to be the independent prognostic predictors for survival. The C-index in the developing cohort and validation cohort were 0.75 and 0.71 respectively, which was better than the C-index of the other six PIs. Conclusions: The new nomogram is a promising tool in further choosing the candidates for intracranial surgery among NSCLC with BM and in helping physicians tailor suitable treatment options before operation in clinical practice.
引用
收藏
页数:8
相关论文
共 50 条
  • [31] Development and Validation of a Novel Conditional Survival Nomogram for Predicting Real-Time Prognosis in Patients With Breast Cancer Brain Metastasis
    Zhang, Yongqing
    Zhang, Mingjie
    Yu, Guoxiu
    Wang, Wenhui
    CLINICAL BREAST CANCER, 2025, 25 (02)
  • [32] A novel risk classification system based on nomogram scores to predict survival of patients presenting with brain metastases at the first diagnosis of NSCLC
    Cui, P.
    Liu, Z.
    ANNALS OF ONCOLOGY, 2019, 30 : 651 - 651
  • [33] Elderly patients over 80 years undergoing colorectal cancer resection: Development and validation of a predictive nomogram for survival
    Chok, Aik Yong
    Zhao, Yun
    Chen, Hui Lionel Raphael
    Tan, Ivan En-Howe
    Chew, Desmond Han Wen
    Zhao, Yue
    Au, Marianne Kit Har
    Tan, Emile John Kwong Wei
    WORLD JOURNAL OF GASTROINTESTINAL SURGERY, 2023, 15 (05): : 892 - 905
  • [34] Development and validation of a novel nomogram to predict overall survival in gastric cancer with lymph node metastasis
    Mao, Minjie
    Zhang, Ao
    He, Yi
    Zhang, Lin
    Liu, Wen
    Song, Yiling
    Chen, Shuqi
    Jiang, Guanmin
    Wang, Xueping
    INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2020, 16 (07): : 1230 - 1237
  • [35] Development and validation of a novel nomogram for predicting overall survival in gastric cancer based on inflammatory markers
    Luo, Pan-Quan
    Song, En-Dong
    Liu, Fei
    Rankine, Abigail N.
    Zhang, Li-Xiang
    Wei, Zhi-Jian
    Han, Wen-Xiu
    Xu, A-Man
    WORLD JOURNAL OF GASTROINTESTINAL SURGERY, 2023, 15 (01): : 49 - 59
  • [36] Long-term Survival Following Resection of Brain Metastases from Pancreatic Cancer
    Lemke, Johannes
    Barth, Thomas F. E.
    Juchems, Markus
    Kapapa, Thomas
    Henne-Bruns, Doris
    Kornmann, Marko
    ANTICANCER RESEARCH, 2011, 31 (12) : 4599 - 4603
  • [37] Development of a clinical-radiological nomogram for predicting severe postoperative peritumoral brain edema following intracranial meningioma resection
    Chen, Bo
    Geng, Ao
    Lu, Siyuan
    Wu, Ting
    Wang, Dianjun
    Zhao, Nan
    Shan, Xiuhong
    Deng, Yan
    Sun, Eryi
    FRONTIERS IN NEUROLOGY, 2025, 15
  • [38] 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
  • [39] Development and validation of a novel nomogram to predict aneurysm rupture in patients with multiple intracranial aneurysms: a multicentre retrospective study
    Feng, Xin
    Tong, Xin
    Peng, Fei
    Niu, Hao
    Qi, Peng
    Lu, Jun
    Zhao, Yang
    Jin, Weitao
    Wu, Zhongxue
    Zhao, Yuanli
    Liu, Aihua
    Wang, Daming
    STROKE AND VASCULAR NEUROLOGY, 2021, 6 (03) : 433 - 440
  • [40] Validation of the Memorial Sloan Kettering Gastric Cancer Post-Resection Survival Nomogram: Does It Stand the Test of Time?
    Nakauchi, Masaya
    Court, Colin M.
    Tang, Laura H.
    Gonen, Mithat
    Janjigian, Yelena Y.
    Maron, Steven B.
    Molena, Daniela
    Coit, Daniel G.
    Brennan, Murray F.
    Strong, Vivian E.
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2022, 235 (02) : 294 - 304