原发性髓内脊髓星形细胞瘤患者总生存时间的个体化预测:一项基于人群的研究

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Yihao Li, Zezheng Zheng, Qiuju He
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引用次数: 0

摘要

背景:原发性脊髓髓内星形细胞瘤的发病率约为每年每十万人中 0.047 例,是第二种最常见的脊髓髓内肿瘤。由于其罕见性,相关研究很少,预后因素仍不明确。本研究旨在确定影响原发性脊髓髓内星形细胞瘤患者预后的风险因素。基于这些因素,我们旨在建立一个预测该病患者总体生存时间的预后模型并将其可视化,从而促进原发性髓内脊髓星形细胞瘤患者总体生存时间的个体化预测:本研究从美国SEER数据库中选取了1975年至2016年间确诊为原发性髓内脊髓星形细胞瘤的患者,共纳入了582名符合条件的患者。我们采用卡普兰-梅耶法对各种因素进行生存分析,初步筛选出潜在的预后影响因素。我们利用单变量和多变量 Cox 回归分析来确定独立的风险因素。建立了多变量 Cox 回归模型,并使用提名图直观显示该模型。最后,采用多种方法对模型进行了验证和评估:多变量 Cox 分析显示,肿瘤分级、年龄和手术方式是总生存率(OS)的独立预后因素。根据这些因素建立了多变量 Cox 回归模型和提名图。该模型的总C指数为0.764,显示出良好的判别能力。时间依赖性 ROC 曲线分析表明,该模型具有良好的区分能力,1 年生存率 AUC 为 0.801 [95% CI:0.763-0.839],3 年生存率 AUC 为 0.842 [95% CI:0.809-0.874],10 年生存率 AUC 为 0.855 [95% CI:0.821-0.888]。校准图也显示了良好的模型校准效果。决策曲线分析(DCA)表明,提名图在预测 1 年、3 年和 10 年 OS 方面具有良好的临床实用性。基于增强引导重采样的内部验证表明,提名图预测结果与实际观察结果之间具有良好的一致性:结论:WHO肿瘤分级较低、年龄较小、接受全切(GTR)手术是影响原发性脊髓髓内星形细胞瘤患者预后的重要保护因素。在 II 级星形细胞瘤患者中,女性似乎是一个保护因素,而在 III 级星形细胞瘤患者中,男性似乎是一个保护因素。放疗和化疗似乎并不能提高长期生存率;特别是放疗可能会导致低级别脊髓星形细胞瘤的预后更差。研究发现,肿瘤大小、诊断年份、种族或婚姻状况对预后没有影响。我们开发了首个预测原发性髓内脊髓星形细胞瘤患者预后的模型和提名图,显示出良好的预测能力。提名图在内部验证中表现良好,为临床医生预测原发性髓内脊髓星形细胞瘤患者的个体总体生存时间提供了一种工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Individualized Prediction of Overall Survival Time for Patients with Primary Intramedullary Spinal Cord Astrocytoma: A Population-Based Study.

Background: The incidence rate of primary intramedullary spinal cord astrocytoma is approximately 0.047 per 100,000 individuals per year, making it the second most common type of intramedullary spinal cord tumor. Due to its rarity, there is a scarcity of related research, and prognostic factors remain unclear. The aim of this study is to identify risk factors affecting the prognosis of patients with primary intramedullary spinal cord astrocytoma. Based on these factors, we aim to develop and visualize a prognostic model for predicting the overall survival time of patients with this condition, thereby facilitating individualized predictions of overall survival time for patients with primary intramedullary spinal cord astrocytoma.

Methods: This study selected patients diagnosed with primary intramedullary spinal cord astrocytoma between 1975 and 2016 from the United States SEER database, incorporating a total of 582 eligible patients. We employed the Kaplan-Meier method for survival analysis of various factors to preliminarily screen for potential prognostic influences. Univariate and multivariate Cox regression analyses were utilized to identify independent risk factors. A multivariate Cox regression model was constructed, and the model was visualized using a nomogram. Finally, various methods were applied to validate and evaluate the model.

Results: Multivariate Cox analysis revealed that tumor grade, age, and surgical approach are independent prognostic factors for overall survival (OS). A multivariate Cox regression model and a nomogram were developed based on these factors. The overall C-index of the model was 0.764, indicating good discriminative ability. Time-dependent ROC curve analysis showed the model had a good distinction with a 1-year survival rate AUC of 0.801 [95% CI: 0.763-0.839], a 3-year survival rate AUC of 0.842 [95% CI: 0.809-0.874], and a 10-year survival rate AUC of 0.855 [95% CI: 0.821-0.888]. Calibration plots also demonstrated good model calibration. Decision curve analysis (DCA) indicated that the nomogram had good clinical utility in predicting 1-year, 3-year, and 10-year OS. Internal validation based on enhanced bootstrap resampling showed good consistency between nomogram predictions and actual observations.

Conclusion: Lower WHO tumor grade, younger age groups, and undergoing gross total resection (GTR) surgery are significant protective factors affecting the prognosis of patients with primary intramedullary spinal cord astrocytoma. Among patients with Grade II astrocytoma, being female appears to be a protective factor, whereas being male seems to be a protective factor in Grade III astrocytoma. Radiation therapy and chemotherapy do not appear to improve long-term survival; specifically, radiation therapy may lead to worse outcomes for low-grade spinal cord astrocytomas. The study found no impact of tumor size, year of diagnosis, race, or marital status on prognosis. We have developed the first model and nomogram to predict the prognosis of patients with primary intramedullary spinal cord astrocytoma, which demonstrates good predictive ability. The nomogram performed well in internal validation, offering a tool to help clinicians predict the overall survival time of patients with primary intramedullary spinal cord astrocytoma on an individual basis.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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