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构建和验证预测青少年骨肉瘤预后的列线图:SEER 数据库中的真实世界分析。

Construction and Validation of Nomograms for Predicting the Prognosis of Juvenile Osteosarcoma: A Real-World Analysis in the SEER Database.

机构信息

Department of Orthopaedic Surgery, The First Affiliated Hospital of Harbin Medical University, Harbin, China.

出版信息

Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820947718. doi: 10.1177/1533033820947718.

DOI:10.1177/1533033820947718
PMID:33054584
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7570778/
Abstract

BACKGROUND

Osteosarcoma is one of the most common malignant bone tumors, with a high incidence in adolescence. The objective of this study was to construct prognostic nomograms for predicting the prognosis of juvenile osteosarcoma.

METHODS

Patients with osteosarcoma diagnosed between 2004 and 2015 were identified in the Surveillance, Epidemiology, and End Results (SEER) database. The essential clinical predictors were identified with univariate and multivariate Cox analysis. Nomograms were constructed to predict the 3- and 5-year cancer- specific survival (CSS) and overall survival (OS). Concordance index (C-index) and calibration plots were performed to validate the predictive performance of nomograms.

RESULTS

We enrolled 736 adolescents with osteosarcoma from the SEER database, with 516 samples grouped into a training cohort and 220 samples grouped into a validation cohort. In multivariate analysis of the training cohort, predictors including tumor size, surgery treatment and AJCC stage were found to be associated with OS and CSS, while age was only associated with CSS. Construction of nomograms based on these predictors was performed to evaluate the prognosis of adolescents with osteosarcoma. The C-index and calibration curves also showed the satisfactory performance of these nomograms for prognosis prediction.

CONCLUSION

The developed nomograms are useful tools for precisely predicting the prognosis of adolescents with osteosarcoma, which could enable patients to be more accurately managed in clinical practice.

摘要

背景

骨肉瘤是最常见的恶性骨肿瘤之一,在青少年中发病率较高。本研究旨在构建用于预测青少年骨肉瘤预后的列线图。

方法

从监测、流行病学和最终结果(SEER)数据库中确定了 2004 年至 2015 年间诊断为骨肉瘤的患者。采用单因素和多因素 Cox 分析确定了基本的临床预测因素。构建列线图以预测 3 年和 5 年癌症特异性生存率(CSS)和总生存率(OS)。通过一致性指数(C-index)和校准图来验证列线图的预测性能。

结果

我们从 SEER 数据库中纳入了 736 名青少年骨肉瘤患者,其中 516 例样本分为训练队列,220 例样本分为验证队列。在训练队列的多因素分析中,发现肿瘤大小、手术治疗和 AJCC 分期等预测因素与 OS 和 CSS 相关,而年龄仅与 CSS 相关。基于这些预测因素构建列线图,以评估青少年骨肉瘤患者的预后。C-index 和校准曲线也表明这些列线图在预测预后方面具有良好的性能。

结论

所开发的列线图是准确预测青少年骨肉瘤患者预后的有用工具,可使患者在临床实践中得到更准确的管理。

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本文引用的文献

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Cancer Control. 2019 Jan-Dec;26(1):1073274819888893. doi: 10.1177/1073274819888893.
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A propensity-score matched analysis of limb salvage vs amputation for osteosarcoma.保肢与截肢治疗骨肉瘤的倾向评分匹配分析。
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Nomograms predicting overall survival and cancer-specific survival in osteosarcoma patients (STROBE).
确定晚期骨肉瘤患者行原发肿瘤切除的最佳人选。
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Establishment and validation of systematic prognostic nomograms in patients over 60 years of age with osteosarcoma: A multicenter external verification study.60 岁以上骨肉瘤患者的系统预后列线图的建立和验证:一项多中心外部验证研究。
Cancer Med. 2023 Apr;12(8):9589-9603. doi: 10.1002/cam4.5736. Epub 2023 Mar 29.
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Development and Validation of Nomograms to Assess Risk Factors and Overall Survival Prediction for Lung Metastasis in Young Patients with Osteosarcoma: A SEER-Based Study.基于 SEER 数据库的研究:建立并验证列线图模型评估骨肉瘤青年患者肺转移的危险因素及总体生存预测。
Int J Clin Pract. 2022 Oct 25;2022:8568724. doi: 10.1155/2022/8568724. eCollection 2022.
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Silencing of lncRNA KLF3-AS1 represses cell growth in osteosarcoma via miR-338-3p/MEF2C axis.长链非编码 RNA KLF3-AS1 的沉默通过 miR-338-3p/MEF2C 轴抑制骨肉瘤细胞生长。
J Clin Lab Anal. 2022 Nov;36(11):e24698. doi: 10.1002/jcla.24698. Epub 2022 Oct 17.
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Development and validation of an online prognostic nomogram for osteosarcoma after surgery: a retrospective study based on the SEER database and external validation with single-center data.骨肉瘤术后在线预后列线图的开发与验证:一项基于监测、流行病学和最终结果(SEER)数据库的回顾性研究及单中心数据的外部验证
Transl Cancer Res. 2022 Sep;11(9):3156-3174. doi: 10.21037/tcr-21-2756.
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Medicine (Baltimore). 2019 Jun;98(26):e16141. doi: 10.1097/MD.0000000000016141.
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[Growing prostheses after sarcoma resection in children and adolescents].[儿童和青少年肉瘤切除术后的生长型假体]
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J Orthop Res. 2018 Oct;36(10):2802-2808. doi: 10.1002/jor.24032. Epub 2018 Jun 13.
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