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Identifying the Risk Factors and Estimating the Prognosis in Patients with Pelvis and Spine Ewing Sarcoma

医学 列线图 比例危险模型 肿瘤科 转移 逻辑回归 内科学 一致性 生存分析 骨盆 肉瘤 放射科 癌症 病理
作者
Runyi Jiang,Shaohui He,Haitao Sun,Haiyi Gong,Xinghai Yang,Xiaopan Cai,Haifeng Wei,Jianru Xiao
出处
期刊:Spine [Lippincott Williams & Wilkins]
卷期号:46 (19): 1315-1325 被引量:12
标识
DOI:10.1097/brs.0000000000004022
摘要

In Brief Study Design. Retrospective analysis. Objective. The study was designed to: (1) figure out risk factors of metastasis; (2) explore prognostic factors and develop a nomogram for pelvis and spine Ewing sarcoma (PSES). Summary of Background Data. Tools to predict survival of PSES are still insufficient. Nomogram has been widely developed in clinical oncology. Moreover, risk factors of PSES metastasis are still unclear. Methods. The data were collected and analyzed from the Surveillance, Epidemiology, and End Results (SEER) database. The optimal cutoff values of continuous variables were identified by X-tile software. The prognostic factors of survival were performed by Kaplan–Meier method and multivariate Cox proportional hazards modeling. Nomograms were further constructed for estimating 3- and 5-year cancer-specific survival (CSS) and overall survival (OS) by using R with rms package. Meanwhile, Pearson χ2 test or Fisher exact test, and logistic regression analysis were used to analyze the risk factors for the metastasis of PSES. Results. A total of 371 patients were included in this study. The 3- and 5-year CSS and OS rate were 65.8 ± 2.6%, 55.2 ± 2.9% and 64.3 ± 2.6%, 54.1 ± 2.8%, respectively. The year of diagnosis, tumor size, and lymph node invasion were associated with metastasis of patients with PSES. A nomogram was developed based on identified factors including: age, tumor extent, tumor size, and primary site surgery. The concordance index (C-index) of CSS and OS were 0.680 and 0.679, respectively. The calibration plot showed the similar trend of 3-year, 5-year CSS, and OS of PSES patients between nomogram-based prediction and actual observation, respectively. Conclusion. PSES patients with earlier diagnostic year (before 2010), larger tumor size (>59 mm), and lymph node invasion, are more likely to have metastasis. We developed a nomogram based on age, tumor extent, tumor size, and surgical treatments for determining the prognosis for patients with PSES, while more external patient cohorts are warranted for validation. Level of Evidence: 3 This article aimed at finding prognostic factors and risk factors of metastasis for patients with pelvis and spine Ewing sarcoma (PSES). Age, tumor size, tumor extent, and surgery were associated with PSES survival. Year of diagnosis, tumor size, and lymph node invasion were independent risk factors for metastasis of PSES.
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