基于双能 CT 碘图评估辐射剂量对肺功能的影响。

Evaluation of Radiation Dose Effect on Lung Function Using Iodine Maps Derived From Dual-Energy Computed Tomography.

机构信息

Département de radio-oncologie, Centre Hospitalier de l'Université de Montréal, Montréal, Quebec, Canada.

Centre de recherche du Centre Hospitalier de l'Université de Montréal, Montréal, Quebec, Canada; Département de physique, Université de Montréal, Montréal, Quebec, Canada; Medical Physics and Biomedical Engineering, University College London, London, United Kingdom.

出版信息

Int J Radiat Oncol Biol Phys. 2024 Nov 1;120(3):894-903. doi: 10.1016/j.ijrobp.2024.04.069. Epub 2024 May 3.

Abstract

PURPOSE

There is interest in using dual-energy computed tomography (DECT) to evaluate organ function before and after radiation therapy (RT). The purpose of this study (trial identifier: NCT04863027) is to assess longitudinal changes in lung perfusion using iodine maps derived from DECT in patients with lung cancer treated with conventional or stereotactic RT.

METHODS AND MATERIALS

For 48 prospectively enrolled patients with lung cancer, a contrast-enhanced DECT using a dual-source CT simulator was acquired pretreatment and at 6 and 12 months posttreatment. Pulmonary functions tests (PFT) were obtained at baseline and at 6 and 12 months posttreatment. Iodine maps were extracted from the DECT images using a previously described 2-material decomposition framework. Longitudinal iodine maps were normalized using a reference region defined as all voxels with perfusion in the top 10% outside of the 5 Gy isodose volume. Normalized functional responses (NFR) were calculated for 3 dose ranges: <5, 5 to 20, and >20 Gy. Mixed model analysis was used to assess the correlation between dose metrics and NFR. Pearson correlation was used to assess if NFRs were correlated with PFT changes.

RESULTS

Out of the 48 patients, 21 (44%) were treated with stereotactic body RT and 27 (56%) were treated with conventionally fractionated intensity-modulated RT. Thirty-one out of these 48 patients were ultimately included in data analysis. It was found that NFR is linearly correlated with dose (P < .001) for both groups. The number of months elapsed post-RT was also found to correlate with NFR (P = .029), although this correlation was not observed for the stereotactic body RT subgroup. The NFR was not found to correlate with PFT changes.

CONCLUSIONS

DECT-derived iodine maps are a promising method for detailed anatomic evaluation of radiation effect on lung function, including potentially subclinical changes.

摘要

目的

人们对使用双能计算机断层扫描(DECT)来评估放射治疗(RT)前后的器官功能感兴趣。本研究(试验标识符:NCT04863027)的目的是评估使用来自肺癌患者的 DECT 的碘图评估常规或立体定向 RT 治疗的肺癌患者的肺灌注的纵向变化。

方法和材料

对 48 例前瞻性入组的肺癌患者,在治疗前和治疗后 6 个月和 12 个月进行了使用双源 CT 模拟器的对比增强 DECT。在治疗前、治疗后 6 个月和 12 个月进行了肺功能测试(PFT)。使用以前描述的双材料分解框架从 DECT 图像中提取碘图。通过定义为灌注在 5 Gy 等剂量线体积外的前 10%所有体素的参考区域,对纵向碘图进行归一化。为 <5、5 至 20 和 >20 Gy 三个剂量范围计算归一化功能响应(NFR)。使用混合模型分析来评估剂量指标与 NFR 之间的相关性。使用 Pearson 相关性评估 NFR 是否与 PFT 变化相关。

结果

在 48 例患者中,21 例(44%)接受立体定向体部 RT 治疗,27 例(56%)接受常规分割强度调制 RT 治疗。这 48 例患者中有 31 例最终纳入数据分析。发现 NFR 与两组的剂量呈线性相关(P <.001)。还发现 RT 后经过的月数与 NFR 相关(P =.029),尽管在立体定向体部 RT 亚组中没有观察到这种相关性。NFR 与 PFT 变化无关。

结论

DECT 衍生的碘图是评估肺功能放射效应的一种有前途的方法,包括潜在的亚临床变化。

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