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研究接受放射治疗的非小细胞肺癌患者中与辐射诱导的肺毒性风险相关的单光子发射计算机断层扫描剂量函数指标。

Investigating the SPECT Dose-Function Metrics Associated With Radiation-Induced Lung Toxicity Risk in Patients With Non-small Cell Lung Cancer Undergoing Radiation Therapy.

作者信息

Owen Daniel R, Sun Yilun, Boonstra Philip S, McFarlane Matthew, Viglianti Benjamin L, Balter James M, El Naqa Issam, Schipper Matthew J, Schonewolf Caitlin A, Ten Haken Randall K, Kong Feng-Ming S, Jolly Shruti, Matuszak Martha M

机构信息

Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.

Department of Biostatistics, University of Michigan, Ann Arbor, Michigan.

出版信息

Adv Radiat Oncol. 2021 Feb 7;6(3):100666. doi: 10.1016/j.adro.2021.100666. eCollection 2021 May-Jun.

Abstract

PURPOSE

Dose to normal lung has commonly been linked with radiation-induced lung toxicity (RILT) risk, but incorporating functional lung metrics in treatment planning may help further optimize dose delivery and reduce RILT incidence. The purpose of this study was to investigate the impact of the dose delivered to functional lung regions by analyzing perfusion (Q), ventilation (V), and combined V/Q single-photon-emission computed tomography (SPECT) dose-function metrics with regard to RILT risk in patients with non-small cell lung cancer (NSCLC) patients who received radiation therapy (RT).

METHODS AND MATERIALS

SPECT images acquired from 88 patients with locally advanced NSCLC before undergoing conventionally fractionated RT were retrospectively analyzed. Dose was converted to the nominal dose equivalent per 2 Gy fraction, and SPECT intensities were normalized. Regional lung segments were defined, and the average dose delivered to each lung region was quantified. Three functional categorizations were defined to represent low-, normal-, and high-functioning lungs. The percent of functional lung category receiving ≥20 Gy and mean functional intensity receiving ≥20 Gy (iV) were calculated. RILT was defined as grade 2+ radiation pneumonitis and/or clinical radiation fibrosis. A logistic regression was used to evaluate the association between dose-function metrics and risk of RILT.

RESULTS

By analyzing V/Q normalized intensities and functional distributions across the population, a wide range in functional capability (especially in the ipsilateral lung) was observed in patients with NSCLC before RT. Through multivariable regression models, global lung average dose to the lower lung was found to be significantly associated with RILT, and Q and V iV were correlated with RILT when using ipsilateral lung metrics. Through a receiver operating characteristic analysis, combined V/Q low-function receiving ≥20 Gy (low-functioning V/Q) in the ipsilateral lung was found to be the best predictor (area under the curce: 0.79) of RILT risk.

CONCLUSIONS

Irradiation of the inferior lung appears to be a locational sensitivity for RILT risk. The multivariable correlation between ipsilateral lung iV and RILT, as well as the association of low-functioning V/Q and RILT, suggest that irradiating low-functioning regions in the lung may lead to higher toxicity rates.

摘要

目的

正常肺组织所接受的剂量通常与放射性肺损伤(RILT)风险相关,但在治疗计划中纳入肺功能指标可能有助于进一步优化剂量分布并降低RILT的发生率。本研究的目的是通过分析灌注(Q)、通气(V)以及V/Q联合单光子发射计算机断层扫描(SPECT)剂量-功能指标,来研究非小细胞肺癌(NSCLC)患者接受放射治疗(RT)时,给予功能肺区域的剂量对RILT风险的影响。

方法与材料

回顾性分析了88例局部晚期NSCLC患者在接受常规分割RT前获取的SPECT图像。将剂量转换为每2 Gy分次的标称剂量当量,并对SPECT强度进行归一化处理。定义了区域肺段,并对每个肺区域所接受的平均剂量进行了量化。定义了三种功能分类,以代表低功能、正常功能和高功能肺。计算了接受≥20 Gy的功能肺类别百分比以及接受≥20 Gy的平均功能强度(iV)。RILT定义为2级及以上放射性肺炎和/或临床放射性纤维化。采用逻辑回归评估剂量-功能指标与RILT风险之间的关联。

结果

通过分析整个人群的V/Q归一化强度和功能分布,发现NSCLC患者在RT前肺功能能力存在广泛差异(尤其是在同侧肺)。通过多变量回归模型,发现下肺的全肺平均剂量与RILT显著相关,当使用同侧肺指标时,Q和V iV与RILT相关。通过受试者工作特征分析,发现同侧肺中接受≥20 Gy 的联合V/Q低功能(低功能V/Q)是RILT风险的最佳预测指标(曲线下面积:0.79)。

结论

下肺照射似乎是RILT风险的一个位置敏感性因素。同侧肺iV与RILT之间的多变量相关性,以及低功能V/Q与RILT的关联,表明照射肺内低功能区域可能导致更高的毒性发生率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/37b5/8010578/d8bcab948984/gr1.jpg

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