Establishment and validation of an individualized nomogram to predict distant metastasis in chondrosarcoma patients: a population-based study

被引:6
|
作者
Hoang, Tien-Manh [1 ]
Nguyen, Minh-Tien [1 ,2 ]
Chen, Weisin [1 ]
Zhuang, Chenyang [1 ]
Wang, Zixiang [1 ]
Wang, Hanquan [1 ]
Li, Juan [1 ,3 ]
Lin, Hong [1 ,3 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Orthoped, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[2] 108 Mil Cent Hosp, Inst Trauma & Orthoped, Dept Spinal Surg, Hanoi, Vietnam
[3] Fudan Univ, Shanghai Geriatr Ctr, Dept Orthoped, 2560 Chunshen Rd, Shanghai 201104, Peoples R China
基金
上海市自然科学基金;
关键词
Chondrosarcoma (CHS); metastasis; risk factors; nomogram; Surveillance; Epidemiology and End Results (SEER); MARITAL-STATUS; CANCER; SURVIVAL; BONE; RISK; MODELS; IMPACT;
D O I
10.21037/tcr-21-2212
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Distant metastasis is a significant factor influencing chondrosarcoma (CHS) patients' treatment and prognosis. We aimed to establish a consistent and effective nomogram to better predict distant metastases of CHS individuals. Methods: The Surveillance, Epidemiology and End Results (SEER) database was used to obtain the demographics and clinicopathological characteristics of CHS patients from 2010 to 2018. Independent risk factors were identified via univariate and multivariate logistic regressive analysis. A nomogram that predicts metastasis risk was established based on the training cohort, and its accuracy was validated through the validation cohort. The performance of this predictive model was assessed by the receiver operating characteristic (ROC) curve and Harrell's concordance index (C-index). Finally, decision curve analysis (DCA) was conducted to test its clinical reliability. Results: Data of 1,066 patients were extracted, of these, 66 cases (6.19%) were with distant metastasis at initial diagnosis. The following features were shown to be linked to an increased risk of metastasis: highgrade tumor, T3 stage, and large tumor size; whereas unmarried and use of surgery were independent protective factors. Marital status, tumor grade, T stage, use of cancer-directed surgery and tumor size were incorporated to develop the novel nomogram. The ROC curves showed the effectiveness of the nomogram with the high area under the curves, the C-indices were 0.931 and 0.951 in the internal and external validation, respectively. The calibration plots indicated a good consistency and agreement of the nomogram, while the DCA illustrated that the nomogram had favorable potential clinical applicability due to great positive net benefit with wide ranges of the threshold probabilities. Conclusions: This work developed a novel nomogram for predicting distant metastasis in CHS patients, which might assist clinicians to determine the optimal treatment plan by precisely predicting individualized metastatic risk.
引用
收藏
页码:327 / 338
页数:12
相关论文
共 50 条
  • [21] Clinical models to predict lymph nodes metastasis and distant metastasis in newly diagnosed early esophageal cancer patients: A population-based study
    Chen, Hong
    Wu, Junxian
    Guo, Wanting
    Yang, Lihang
    Lu, Linbin
    Lin, Yihong
    Wang, Xuewen
    Zhang, Yan
    Chen, Xi
    CANCER MEDICINE, 2023, 12 (05): : 5275 - 5292
  • [22] Prognostic nomogram based on the lymph node metastasis indicators for patients with bladder cancer: A SEER population-based study and external validation
    Li, Shuai
    Wang, Yicun
    Hu, Xiaopeng
    CANCER MEDICINE, 2023, 12 (06): : 6853 - 6866
  • [23] Establishment and validation of a nomogram to predict the risk of ovarian metastasis in gastric cancer: Based on a large cohort
    Li, Shao-Qing
    Zhang, Ke-Cheng
    Li, Ji-Yang
    Liang, Wen-Quan
    Gao, Yun-He
    Qiao, Zhi
    Xi, Hong-Qing
    Chen, Lin
    WORLD JOURNAL OF CLINICAL CASES, 2020, 8 (19) : 4331 - 4341
  • [24] Establishment and validation of a nomogram to predict the risk of ovarian metastasis in gastric cancer: Based on a large cohort
    Shao-Qing Li
    Ke-Cheng Zhang
    Ji-Yang Li
    Wen-Quan Liang
    Yun-He Gao
    Zhi Qiao
    Hong-Qing Xi
    Lin Chen
    World Journal of Clinical Cases, 2020, (19) : 4331 - 4341
  • [25] A Nomogram for Predicting Survival in Patients With Breast Cancer Liver Metastasis: A Population-Based Study
    Xiong, Yu
    Shi, Xia
    Hu, Qi
    Wu, Xingwei
    Long, Enwu
    Bian, Yuan
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [26] 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)
  • [27] 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
  • [28] Risk factors for metastasis at presentation with conventional chondrosarcoma: a population-based study
    Kehan Song
    Xiao Shi
    Xin Liang
    Hongli Wang
    Fei Zou
    Feizhou Lu
    Xiaosheng Ma
    Jianyuan Jiang
    International Orthopaedics, 2018, 42 : 2941 - 2948
  • [29] Risk factors for metastasis at presentation with conventional chondrosarcoma: a population-based study
    Song, Kehan
    Shi, Xiao
    Liang, Xin
    Wang, Hongli
    Zou, Fei
    Lu, Feizhou
    Ma, Xiaosheng
    Jiang, Jianyuan
    INTERNATIONAL ORTHOPAEDICS, 2018, 42 (12) : 2941 - 2948
  • [30] Development and validation of a nomogram integrating marital status for 5-year overall survival of chondrosarcoma: a population-based study
    Xie, Chengxin
    Jiang, Ruiyuan
    Wang, Chenglong
    Lei, Xinhuan
    Lu, Kaicheng
    Luo, Hua
    DISCOVER ONCOLOGY, 2024, 15 (01)