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滑膜肉瘤手术患者的多模式风险适应性治疗:一种术前列线图引导的辅助治疗策略。

Multimodal Risk-Adapted Treatment in Surgical Patients With Synovial Sarcoma: A Preoperative Nomogram-Guided Adjuvant Treatment Strategy.

作者信息

Zeng Ziliang, Yao Hao, Lv Dongming, Jin Qinglin, Bian Yiying, Zou Yutong, Tu Jian, Wang Bo, Wen Lili, Xie Xianbiao

机构信息

Department of Musculoskeletal Oncology Center, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

Guangdong Provincial Key Laboratory of Orthopedics and Traumatology, Guangzhou, China.

出版信息

Front Surg. 2020 Dec 21;7:579726. doi: 10.3389/fsurg.2020.579726. eCollection 2020.

Abstract

Synovial sarcoma is characterized by heterogeneous clinical manifestations, making it difficult to evaluate individual patients' prognoses and design personal treatment schemes. We established an effective preoperative nomogram to predict cancer-specific survival (CSS) and present a risk-adapted adjuvant treatment strategy in surgical patients with synovial sarcoma. This retrospective study included patients from the Surveillance, Epidemiology, and End Results (SEER) database who were diagnosed with synovial sarcoma between 1996 and 2015. The patients were randomly divided into training and validation groups. The predictors were selected using univariate and multivariate Cox hazards models. The nomogram performance was verified for its discriminatory ability and calibration. We further stratified the patients into different risk groups according to the nomogram scores and compared the efficacy of chemotherapy, radiotherapy, and combination of radiotherapy and chemotherapy. There were 915 patients enrolled in our study, with 874 patients either alive or dead due to synovial sarcoma. We established a nomogram to predict 5-year CSS based on independent factors, including sex, age, grade, tumor size, location, and extent (all < 0.05). Our model showed a consistently good discriminatory ability and calibration for predicting 5-year CSS in both the training (-index = 0.78, 95% CI 0.75-0.81) and validation (-index = 0.73, 95% CI 0.68-0.78). Based on their nomogram scores, we divided patients into 5 groups. Compared to patients without adjuvant treatment, nomogram I patients with adjuvant treatment had no improvements in 5-year CSS (100.0% vs. 100.0%), nomogram II patients had higher 5-year CSS with radiotherapy or chemotherapy (92.9% vs. 72.2%, = 0.015), nomogram III patients had higher 5-year CSS with combination of chemotherapy and radiotherapy (70.1% vs. 47.2%, = 0.004), nomogram IV patients had higher 5-year CSS with radiotherapy (41.3% vs. 15.6%, = 0.015), and nomogram V patients had no improvements in 5-year CSS rates with adjuvant treatment (28.9% vs. 16.9%, = 0.18). The nomogram showed a satisfactory discriminatory ability and calibration for predicting 5-year CSS in synovial sarcoma patients. Based on this nomogram, we stratified synovial sarcoma patients according to risk levels, which enabled us to provide a useful grouping scheme that can inform multimodal risk-adapted treatment in synovial sarcoma.

摘要

滑膜肉瘤具有异质性临床表现,这使得评估个体患者的预后和设计个性化治疗方案变得困难。我们建立了一种有效的术前列线图来预测癌症特异性生存(CSS),并为滑膜肉瘤手术患者提出了一种基于风险的辅助治疗策略。这项回顾性研究纳入了来自监测、流行病学和最终结果(SEER)数据库中在1996年至2015年期间被诊断为滑膜肉瘤的患者。患者被随机分为训练组和验证组。使用单因素和多因素Cox风险模型选择预测因素。验证列线图的辨别能力和校准情况。我们根据列线图得分将患者进一步分层为不同风险组,并比较化疗、放疗以及放疗与化疗联合的疗效。我们的研究共纳入915例患者,其中874例因滑膜肉瘤存活或死亡。我们基于包括性别、年龄、分级肿瘤大小、位置和范围等独立因素建立了一个预测5年CSS的列线图(所有P均<0.05)。我们的模型在训练组(C指数=0.78,95%CI 0.75 - 0.81)和验证组(C指数=0.73,95%CI 0.68 - 0.78)中对预测5年CSS均显示出一致良好的辨别能力和校准情况。根据列线图得分,我们将患者分为5组。与未接受辅助治疗的患者相比,接受辅助治疗的列线图I组患者的5年CSS无改善(100.0%对100.0%),列线图II组患者接受放疗或化疗后5年CSS更高(92.9%对72.2%,P = 0.015),列线图III组患者接受化疗与放疗联合后5年CSS更高(70.1%对47.2%,P = 0.004),列线图IV组患者接受放疗后5年CSS更高(41.3%对15.6%,P =0.015),列线图V组患者接受辅助治疗后5年CSS率无改善(28.9%对16.9%,P = 0.18)。该列线图在预测滑膜肉瘤患者5年CSS方面显示出令人满意的辨别能力和校准情况。基于此列线图,我们根据风险水平对滑膜肉瘤患者进行分层,这使我们能够提供一种有用的分组方案以指导滑膜肉瘤的多模式风险适应性治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a982/7780852/8c6989f46e2d/fsurg-07-579726-g0001.jpg

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