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预测成人纤维肉瘤老年患者癌症特异性生存的列线图的识别与验证:一项多中心回顾性研究

Identification and validation of a nomogram predicting cancer-specific survival for elderly patients with adult fibrosarcoma: a multicenter retrospective study.

作者信息

Huang Zhangheng, Zhao Zhen, Liu Yuheng, Zhou Zhigang, Zhang Weifei, Kong Qingquan

机构信息

Department of Orthopedic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China.

Department of Orthopaedics, Jiujiang First People's Hospital, Jiujiang, Jiangxi, China.

出版信息

Front Oncol. 2023 Jul 12;13:1187942. doi: 10.3389/fonc.2023.1187942. eCollection 2023.

DOI:10.3389/fonc.2023.1187942
PMID:37503322
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10369176/
Abstract

BACKGROUND

Due to the low incidence of adult fibrosarcoma (AFS), it is difficult for clinicians to assess cancer-specific survival (CSS) in elderly patients based on this study. The study aimed to develop nomograms capable of accurately predicting 3-, 5-, and 8-year CSS in patients over 40 years of age with AFS.

METHODS

Data were collected from The Surveillance, Epidemiology, and End Results (SEER) registry. 586 patients were included in this study. Univariate as well as multivariate Cox regression analyses were applied to identify independent risk factors. A nomogram was constructed and validated to predict the 3-, 5-, and 8-year CSS of patients.

RESULTS

Five variables including age, sex, stage, grade, and chemotherapy status were considered independent risk factors and were used to construct the nomogram. The nomogram was well validated. The C-indexes of the training cohort and the validation cohort are 0.766 and 0.780, respectively. In addition, the area under the curves for 3-, 5- and 8-year CSS are 0.824, 0.846 and 0.840 in the training cohort, 0.835, 0.806 and 0.829 in the validation cohort. Calibration curves were also plotted to show that predicted endings have a well fit for the true endings. Finally, decision curve analysis demonstrates that the nomogram can bring a high benefit to patients.

CONCLUSION

We successfully constructed a highly accurate nomogram to predict the CSS of AFS patients at 3-, 5-, and 8 years. The nomogram can greatly help clinicians and patients with AFS.

摘要

背景

由于成人纤维肉瘤(AFS)发病率较低,临床医生很难基于本研究评估老年患者的癌症特异性生存(CSS)情况。本研究旨在开发能够准确预测40岁以上AFS患者3年、5年和8年CSS的列线图。

方法

数据收集自监测、流行病学和最终结果(SEER)数据库。本研究纳入了586例患者。采用单因素和多因素Cox回归分析来确定独立危险因素。构建并验证了一个列线图以预测患者的3年、5年和8年CSS。

结果

年龄、性别、分期、分级和化疗状态这五个变量被认为是独立危险因素,并用于构建列线图。该列线图得到了很好的验证。训练队列和验证队列的C指数分别为0.766和0.780。此外,训练队列中3年、5年和8年CSS的曲线下面积分别为0.824、0.846和0.840,验证队列中分别为0.835、0.806和0.829。还绘制了校准曲线以表明预测结果与实际结果拟合良好。最后,决策曲线分析表明该列线图可为患者带来高收益。

结论

我们成功构建了一个高度准确的列线图,用于预测AFS患者3年、5年和8年的CSS。该列线图可极大地帮助AFS患者和临床医生。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/c6112edbc93d/fonc-13-1187942-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/c82c9ddeaa53/fonc-13-1187942-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/13235f94369d/fonc-13-1187942-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/80ff4c733b27/fonc-13-1187942-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/b04b7824b8ee/fonc-13-1187942-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/266a6b816afa/fonc-13-1187942-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/c6112edbc93d/fonc-13-1187942-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/c82c9ddeaa53/fonc-13-1187942-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/13235f94369d/fonc-13-1187942-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/80ff4c733b27/fonc-13-1187942-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/b04b7824b8ee/fonc-13-1187942-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/266a6b816afa/fonc-13-1187942-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e86d/10369176/c6112edbc93d/fonc-13-1187942-g006.jpg

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本文引用的文献

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2
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Sci Rep. 2021 Nov 22;11(1):22723. doi: 10.1038/s41598-021-02134-0.
3
Prognostic Nomogram and a Risk Classification System for Predicting Overall Survival of Elderly Patients with Fibrosarcoma: A Population-Based Study.
预测老年纤维肉瘤患者总生存期的预后列线图和风险分类系统:一项基于人群的研究
J Oncol. 2021 Sep 18;2021:9984217. doi: 10.1155/2021/9984217. eCollection 2021.
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Non-rhabdomyosarcoma soft-tissue sarcoma.非横纹肌肉瘤软组织肉瘤。
Pediatr Blood Cancer. 2021 May;68 Suppl 2:e28279. doi: 10.1002/pbc.28279.
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Nomograms Predict Overall Survival and Cancer-Specific Survival in Patients with Fibrosarcoma: A SEER-Based Study.列线图预测纤维肉瘤患者的总生存期和癌症特异性生存期:一项基于监测、流行病学和最终结果(SEER)数据库的研究
J Oncol. 2020 Sep 26;2020:8284931. doi: 10.1155/2020/8284931. eCollection 2020.
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The 2020 WHO Classification of Tumors of Soft Tissue: Selected Changes and New Entities.《2020 年世卫组织软组织肿瘤分类:精选变更和新实体》。
Adv Anat Pathol. 2021 Jan;28(1):44-58. doi: 10.1097/PAP.0000000000000284.
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Outcomes in patients diagnosed with tongue cancer before and after the age of 45 years.45 岁前后诊断为舌癌患者的预后情况。
Oral Oncol. 2020 Nov;110:105010. doi: 10.1016/j.oraloncology.2020.105010. Epub 2020 Sep 17.
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