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Novel Nomograms as Aids for Predicting Recurrence and Survival in Chordoma Patients A Retrospective Multicenter Study in mainland China

机译:新颖的载体作为预测脊索瘤患者复发和生存的辅助辅助辅助助剂是中国大陆的回顾性多中心研究

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摘要

Study Design. A retrospective data analysis was performed. Objective. The aim of this study is to explore the significant prognostic factors and propose new nomograms to facilitate clinical decision-making. Summary of Background Data. Chordoma is a rare bone tumor. The clinical features and optimal therapeutic strategies are still uncertain. Methods. Chordoma patients treated in four medical centers of mainland China before January 2015 were included. The predictors for local relapse-free survival (LRFS) and overall survival (OS) were identified by the Lasso regression and Cox proportional hazards regression model. Then the nomograms were developed. Their discrimination, calibration, and accuracy were evaluated by the C-index, calibration curve, and receiver operating characteristic curve (ROC), respectively. Results. A total of 341 patients were identified and full prognostic variable data were available for 276 patients. A total of 179 patients (64.9%) experienced recurrence and 122 patients (44.2%) died of all causes with a median follow-up time of 57.5 (range, 1-325) months. We identified recurrence-relevant factors of tumor size, tumor location, histology subtype and resection method, and death-relevant factors of tumor size, tumor location, resection method, complication, and postoperative recurrence. The constructed LRFS and OS nomograms showed good calibration and discriminative ability (C index 0.79 and 0.76, respectively). The ROCs suggested decent prediction ability with the 5-year area under curve (AUC) value of 0.868 and 0.786, respectively. Conclusion. Based on the multicenter case series of chordoma with a relative long follow-up, we proposed two nomograms to predict the prognosis on the basis of recurrence- and death-relevant factors. These findings could be referenced in the clinical decision-making process and provide additional prognostic information for risk stratification.
机译:研究设计。进行回顾性数据分析。客观的本研究的目的是探索重要的预后因素,并提出新的列线图,以促进临床决策。背景数据摘要。脊索瘤是一种罕见的骨肿瘤。临床特征和最佳治疗策略仍不确定。方法。包括2015年1月之前在中国大陆四家医疗中心接受治疗的脊索瘤患者。通过Lasso回归和Cox比例风险回归模型确定局部无复发生存率(LRFS)和总生存率(OS)的预测因子。然后绘制了列线图。分别通过C指数、校准曲线和受试者工作特征曲线(ROC)评估其鉴别、校准和准确性。后果共确定了341名患者,276名患者获得了完整的预后变量数据。共有179名患者(64.9%)复发,122名患者(44.2%)死于各种原因,中位随访时间为57.5(1-325)个月。我们确定了肿瘤大小、肿瘤位置、组织学亚型和切除方法的复发相关因素,以及肿瘤大小、肿瘤位置、切除方法、并发症和术后复发的死亡相关因素。构建的LRF和OS列线图显示出良好的校准和辨别能力(C指数分别为0.79和0.76)。ROC显示出良好的预测能力,5年曲线下面积(AUC)值分别为0.868和0.786。结论基于随访时间相对较长的脊索瘤多中心病例系列,我们提出了两种基于复发和死亡相关因素的诺模图来预测预后。这些发现可以在临床决策过程中参考,并为风险分层提供额外的预后信息。

著录项

  • 来源
    《Spine》 |2021年第1期|共11页
  • 作者单位

    Shanghai Jiao Tong Univ Shanghai Gen Hosp Sch Med Dept Orthoped 100 Haining Rd Shanghai 200080;

    Tongji Univ Dept Orthoped Div Spine Tongji Hosp Sch Med Shanghai Peoples R China;

    Zhengzhou Univ Affiliated Hosp 1 Dept Orthopaed Zhengzhou Peoples R China;

    Shanghai Jiao Tong Univ Shanghai Gen Hosp Sch Med Dept Orthoped 100 Haining Rd Shanghai 200080;

    Shanghai Jiao Tong Univ Shanghai Gen Hosp Sch Med Dept Neurosurg Shanghai Peoples R China;

    Navy Med Univ Shanghai Changhai Hosp Dept Orthopaed Mil Med Univ 2 Shanghai Peoples R China;

    Navy Med Univ Shanghai Changhai Hosp Dept Orthopaed Mil Med Univ 2 Shanghai Peoples R China;

    Navy Med Univ Mil Med Univ 2 Dept Neurosurg Shanghai Changhai Hosp Shanghai Peoples R China;

    Shanghai Jiao Tong Univ Shanghai Gen Hosp Sch Med Dept Orthoped 100 Haining Rd Shanghai 200080;

    Zhengzhou Univ Affiliated Hosp 1 Dept Orthopaed Zhengzhou Peoples R China;

    Tongji Univ Dept Orthoped Div Spine Tongji Hosp Sch Med Shanghai Peoples R China;

    Shanghai Jiao Tong Univ Shanghai Gen Hosp Sch Med Dept Orthoped 100 Haining Rd Shanghai 200080;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 骨科学(运动系疾病、矫形外科学);
  • 关键词

    chordoma; local relapse-free survival; multicenter study; nomograms; overall survival;

    机译:脊索瘤;局部无复发生存率;多中心研究;列线图;总体存活率;

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