局部非小细胞肺癌患者接受立体定向体放射治疗后的累积肋骨骨折风险。

IF 4.9 1区 医学 Q1 ONCOLOGY Radiotherapy and Oncology Pub Date : 2024-08-17 DOI:10.1016/j.radonc.2024.110481
{"title":"局部非小细胞肺癌患者接受立体定向体放射治疗后的累积肋骨骨折风险。","authors":"","doi":"10.1016/j.radonc.2024.110481","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><p>Rib fracture is a known complication after stereotactic body radiotherapy (SBRT). Patient-related parameters are essential to provide patient-tailored risk estimation, however, their impact on rib fracture is less documented compared to dosimetric parameters. This study aimed to predict the risk of rib fractures in patients with localized non-small cell lung cancer (NSCLC) post-SBRT based on both patient-related and dosimetric parameters with death as a competing risk.</p></div><div><h3>Materials and methods</h3><p>In total, 602 patients with localized NSCLC treated with SBRT between 2010–2020 at Odense University Hospital, Denmark were included. All patients received SBRT with 45–66 Gray (Gy)/3 fractions. Rib fractures were identified in CT-scans using a word embedding model. The cumulative incidence function was based on cause-specific Cox hazard models with variable selection based on cross-validation model likelihood performed using 50 bootstraps.</p></div><div><h3>Results</h3><p>In total, 19 % of patients experienced a rib fracture. The cumulative risk of rib fracture increased rapidly from 6-54 months post-SBRT. Female gender, bone density, near max dose to the rib, V30 and V40 to the rib, gross tumor volume, and mean lung dose were significantly associated with rib fracture risk in univariable analysis. The final multi-variable model consisted of V20 and V30 to the rib and mean lung dose.</p></div><div><h3>Conclusion</h3><p>Female gender and low bone density in male patients are significant predictors of rib fracture risk. <strong>T</strong>he final model predicting cumulative rib fracture risk of 19 % in patients with localized NSCLC treated with SBRT contained no patient-related parameters, suggesting that dosimetric parameters are the primary drivers.</p></div>","PeriodicalId":21041,"journal":{"name":"Radiotherapy and Oncology","volume":null,"pages":null},"PeriodicalIF":4.9000,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Cumulative rib fracture risk after stereotactic body radiotherapy in patients with localized non-small cell lung cancer\",\"authors\":\"\",\"doi\":\"10.1016/j.radonc.2024.110481\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><p>Rib fracture is a known complication after stereotactic body radiotherapy (SBRT). Patient-related parameters are essential to provide patient-tailored risk estimation, however, their impact on rib fracture is less documented compared to dosimetric parameters. This study aimed to predict the risk of rib fractures in patients with localized non-small cell lung cancer (NSCLC) post-SBRT based on both patient-related and dosimetric parameters with death as a competing risk.</p></div><div><h3>Materials and methods</h3><p>In total, 602 patients with localized NSCLC treated with SBRT between 2010–2020 at Odense University Hospital, Denmark were included. All patients received SBRT with 45–66 Gray (Gy)/3 fractions. Rib fractures were identified in CT-scans using a word embedding model. The cumulative incidence function was based on cause-specific Cox hazard models with variable selection based on cross-validation model likelihood performed using 50 bootstraps.</p></div><div><h3>Results</h3><p>In total, 19 % of patients experienced a rib fracture. The cumulative risk of rib fracture increased rapidly from 6-54 months post-SBRT. Female gender, bone density, near max dose to the rib, V30 and V40 to the rib, gross tumor volume, and mean lung dose were significantly associated with rib fracture risk in univariable analysis. The final multi-variable model consisted of V20 and V30 to the rib and mean lung dose.</p></div><div><h3>Conclusion</h3><p>Female gender and low bone density in male patients are significant predictors of rib fracture risk. <strong>T</strong>he final model predicting cumulative rib fracture risk of 19 % in patients with localized NSCLC treated with SBRT contained no patient-related parameters, suggesting that dosimetric parameters are the primary drivers.</p></div>\",\"PeriodicalId\":21041,\"journal\":{\"name\":\"Radiotherapy and Oncology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.9000,\"publicationDate\":\"2024-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Radiotherapy and Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0167814024007515\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Radiotherapy and Oncology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0167814024007515","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

简介肋骨骨折是立体定向体放射治疗(SBRT)后的一种已知并发症。与患者相关的参数对于提供适合患者的风险评估至关重要,然而,与剂量参数相比,这些参数对肋骨骨折的影响却鲜有记载。本研究旨在根据患者相关参数和剂量学参数预测局部非小细胞肺癌(NSCLC)患者接受 SBRT 治疗后发生肋骨骨折的风险,并将死亡作为竞争风险:共纳入丹麦欧登塞大学医院 2010-2020 年间接受 SBRT 治疗的 602 例局部非小细胞肺癌患者。所有患者均接受了45-66格雷(Gy)/3次分割的SBRT治疗。采用词嵌入模型在CT扫描中识别肋骨骨折。累积发病率函数基于特定病因的 Cox 危险模型,变量选择基于使用 50 次引导进行的交叉验证模型似然性:结果:共有 19% 的患者发生过肋骨骨折。结果:共有19%的患者发生过肋骨骨折,肋骨骨折的累积风险在SBRT术后6-54个月内迅速增加。在单变量分析中,女性性别、骨密度、肋骨近最大剂量、肋骨V30和V40、肿瘤总体积和平均肺剂量与肋骨骨折风险显著相关。最终的多变量模型由肋骨的V20和V30以及平均肺剂量组成:结论:女性性别和男性患者的低骨密度是肋骨骨折风险的重要预测因素。预测接受SBRT治疗的局部NSCLC患者19%的累积肋骨骨折风险的最终模型不包含任何与患者相关的参数,这表明剂量学参数是主要的驱动因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Cumulative rib fracture risk after stereotactic body radiotherapy in patients with localized non-small cell lung cancer

Introduction

Rib fracture is a known complication after stereotactic body radiotherapy (SBRT). Patient-related parameters are essential to provide patient-tailored risk estimation, however, their impact on rib fracture is less documented compared to dosimetric parameters. This study aimed to predict the risk of rib fractures in patients with localized non-small cell lung cancer (NSCLC) post-SBRT based on both patient-related and dosimetric parameters with death as a competing risk.

Materials and methods

In total, 602 patients with localized NSCLC treated with SBRT between 2010–2020 at Odense University Hospital, Denmark were included. All patients received SBRT with 45–66 Gray (Gy)/3 fractions. Rib fractures were identified in CT-scans using a word embedding model. The cumulative incidence function was based on cause-specific Cox hazard models with variable selection based on cross-validation model likelihood performed using 50 bootstraps.

Results

In total, 19 % of patients experienced a rib fracture. The cumulative risk of rib fracture increased rapidly from 6-54 months post-SBRT. Female gender, bone density, near max dose to the rib, V30 and V40 to the rib, gross tumor volume, and mean lung dose were significantly associated with rib fracture risk in univariable analysis. The final multi-variable model consisted of V20 and V30 to the rib and mean lung dose.

Conclusion

Female gender and low bone density in male patients are significant predictors of rib fracture risk. The final model predicting cumulative rib fracture risk of 19 % in patients with localized NSCLC treated with SBRT contained no patient-related parameters, suggesting that dosimetric parameters are the primary drivers.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Radiotherapy and Oncology
Radiotherapy and Oncology 医学-核医学
CiteScore
10.30
自引率
10.50%
发文量
2445
审稿时长
45 days
期刊介绍: Radiotherapy and Oncology publishes papers describing original research as well as review articles. It covers areas of interest relating to radiation oncology. This includes: clinical radiotherapy, combined modality treatment, translational studies, epidemiological outcomes, imaging, dosimetry, and radiation therapy planning, experimental work in radiobiology, chemobiology, hyperthermia and tumour biology, as well as data science in radiation oncology and physics aspects relevant to oncology.Papers on more general aspects of interest to the radiation oncologist including chemotherapy, surgery and immunology are also published.
期刊最新文献
Local control and toxicity after stereotactic radiotherapy in brain metastases patients and the impact of novel systemic treatments Automated dose evaluation on daily cone-beam computed tomography for breast cancer patients Fructose 1,6-bisphosphate aldolase: A promising prognostic marker for oral cancer and its role in radiotherapy response Enhanced radiosensitivity of pancreatic cancer achieved through inhibition of Cyclin-dependent kinase 1 Physical activity at diagnosis is associated with tumor downstaging after neoadjuvant chemoradiotherapy in patients with rectal cancer
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1