质子与光子放射治疗对脊索瘤总生存率的影响及死亡率风险预测:一项全国性分析。

IF 3.1 2区 医学 Q2 CLINICAL NEUROLOGY
Abdul Karim Ghaith, Xinlan Yang, Taha Khalilullah, Linda Tang, Hasan Radwan, Joshua Weinberg, Jawad Khalifeh, A Karim Ahmed, Tej Azad, Chase Foster, Nicholas Theodore, Kristin J Redmond, Daniel Lubelski
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引用次数: 0

摘要

目的:本研究旨在为脊索瘤这种罕见且复杂的恶性肿瘤的最佳治疗提供国家层面的见解,并通过比较光子和质子治疗来确定脊索瘤患者的有效放射治疗(RT)策略。方法:从NCDB中鉴别组织学证实的脊髓瘤患者。比较放疗组和非放疗组患者的人口统计学、疾病特征和治疗方法。Kaplan-Meier评估10年总生存期(OS)。多变量Cox回归和机器学习模型-随机生存森林和梯度增强-确定了肿瘤大小与死亡风险的预测因素和阈值,并使用SHAP来量化预测因素的重要性。结果:1204例患者中,495例(41.1%)接受了RT治疗;73.9%接收到光子,26.1%接收到质子。结论:积极手术切除(GTR)仍是脊索瘤的主要治疗方法。与光子治疗相比,质子治疗允许剂量递增,可提供10年生存期。年龄、肿瘤大小和EOR是预测10年死亡风险的重要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of proton versus photon radiotherapy on overall survival in the management of spinal chordoma and mortality risk prediction: a nationwide analysis.

Purpose: This study aims to provide a national-level insight into the optimal management of spinal chordoma, a type of rare and complicated malignancy, and to identify effective radiation therapy (RT) strategies for patients with spinal chordoma by comparing photon versus proton therapies.

Methods: Patients with histologically confirmed spinal chordoma were identified from the NCDB. Patients' demographics, disease characteristics and treatments were compared between the radiation and no-radiation groups. Kaplan-Meier assessed 10-year overall survival (OS). Multivariate Cox regression and machine learning models-Random Survival Forest and Gradient Boosting-identified predictive factors and thresholds of tumor size for mortality risk, with SHAP used to quantify predictor importance.

Results: Of 1204 patients, 495 (41.1%) received RT; 73.9% received photons and 26.1% protons. GTR significantly improved OS compared to STR (p < 0.0001). RT was associated with reduced short-term morality at 90-days (p = 0.025) and 1-year (p = 0.016). Proton therapy showed superior 10-year OS compared to photon therapy (p = 0.019). Beam technology, BED dose, sequence, and reirradiation had minimal impact on OS. Cox regression identified age (HR = 1.03, p < 0.001), STR (HR = 1.42, p = 0.005), and proton therapy (HR = 0.58, p = 0.044) as independent mortality predictors. Machine learning identified tumor size thresholds (photons: 83 mm; protons: 70 mm) and ranked age, tumor size, and EOR as top survival predictors.

Conclusion: Aggressive surgical resection (GTR) remains the primary treatment for spinal chordoma. Proton therapy that allows for dose escalation provided 10-year survival benefits compared to photon therapy. Age, tumor size and EOR are important factors in predicting 10-year mortality risk.

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来源期刊
Journal of Neuro-Oncology
Journal of Neuro-Oncology 医学-临床神经学
CiteScore
6.60
自引率
7.70%
发文量
277
审稿时长
3.3 months
期刊介绍: The Journal of Neuro-Oncology is a multi-disciplinary journal encompassing basic, applied, and clinical investigations in all research areas as they relate to cancer and the central nervous system. It provides a single forum for communication among neurologists, neurosurgeons, radiotherapists, medical oncologists, neuropathologists, neurodiagnosticians, and laboratory-based oncologists conducting relevant research. The Journal of Neuro-Oncology does not seek to isolate the field, but rather to focus the efforts of many disciplines in one publication through a format which pulls together these diverse interests. More than any other field of oncology, cancer of the central nervous system requires multi-disciplinary approaches. To alleviate having to scan dozens of journals of cell biology, pathology, laboratory and clinical endeavours, JNO is a periodical in which current, high-quality, relevant research in all aspects of neuro-oncology may be found.
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