Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Department of Statistics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Radiother Oncol. 2023 May;182:109553. doi: 10.1016/j.radonc.2023.109553. Epub 2023 Feb 20.
To identify metrics of radiation dose delivered to highly ventilated lung that are predictive of radiation-induced pneumonitis.
A cohort of 90 patients with locally advanced non-small cell lung cancer treated with standard fractionated radiation therapy (RT) (60-66 Gy in 30-33 fractions) were evaluated. Regional lung ventilation was determined from pre-RT 4-dimensional computed tomography (4DCT) using the Jacobian determinant of a B-spline deformable image registration to estimate lung tissue expansion during respiration. Multiple voxel-wise population- and individual-based thresholds for defining high functioning lung were considered. Mean dose and volumes receiving dose ≥ 5-60 Gy were analyzed for both total lung-ITV (MLD,V5-V60) and highly ventilated functional lung-ITV (fMLD,fV5-fV60). The primary endpoint was symptomatic grade 2+ (G2+) pneumonitis. Receiver operator curve (ROC) analyses were used to identify predictors of pneumonitis.
G2+ pneumonitis occurred in 22.2% of patients, with no differences between stage, smoking status, COPD, or chemo/immunotherapy use between G<2 and G2+ patients (P≥ 0.18). Highly ventilated lung was defined as voxels exceeding the population-wide median of 18% voxel-level expansion. All total and functional metrics were significantly different between patients with and without pneumonitis (P≤ 0.039). Optimal ROC points predicting pneumonitis from functional lung dose were fMLD ≤ 12.3 Gy, fV5 ≤ 54% and fV20 ≤ 19 %. Patients with fMLD ≤ 12.3 Gy had a 14% risk of developing G2+ pneumonitis whereas risk significantly increased to 35% for those with fMLD > 12.3 Gy (P = 0.035).
Dose to highly ventilated lung is associated with symptomatic pneumonitis and treatment planning strategies should focus on limiting dose to functional regions. These findings provide important metrics to be used in functional lung avoidance RT planning and designing clinical trials.
确定与放射性肺炎相关的高通气肺接受辐射剂量的指标。
本研究纳入了 90 例接受标准分割放疗(60-66Gy/30-33 次)的局部晚期非小细胞肺癌患者。使用 B 样条变形图像配准的雅可比行列式从治疗前的 4 维 CT(4DCT)来确定区域性肺通气,以估计呼吸过程中肺组织的扩张。考虑了多种用于定义高功能肺的基于体素的人群和个体阈值。分析了全肺 ITV(MLD,V5-V60)和高通气功能肺 ITV(fMLD,fV5-fV60)的平均剂量和接受剂量≥5-60Gy 的体积。主要终点是症状性 2+(G2+)级肺炎。使用受试者工作特征(ROC)曲线分析来确定肺炎的预测因子。
22.2%的患者发生了 G2+肺炎,G2+和 G<2 患者在分期、吸烟状态、COPD 或化疗/免疫治疗的使用方面没有差异(P≥0.18)。高通气肺被定义为超过人群中位数 18%体素水平扩张的体素。在有无肺炎的患者之间,所有的总剂量和功能剂量指标均有显著差异(P≤0.039)。预测肺炎的功能肺剂量的最佳 ROC 切点是 fMLD≤12.3Gy、fV5≤54%和 fV20≤19%。fMLD≤12.3Gy 的患者发生 G2+肺炎的风险为 14%,而 fMLD>12.3Gy 的患者的风险显著增加至 35%(P=0.035)。
高通气肺的剂量与症状性肺炎相关,治疗计划策略应侧重于限制功能区域的剂量。这些发现为功能肺避照放疗计划和临床试验设计提供了重要的指标。