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面向肿瘤乏氧成像:在 1.5T MR 直线加速器上结合多参数定量 MRI 对前列腺进行相对氧摄取分数图绘制。

Towards tumour hypoxia imaging: Incorporating relative oxygen extraction fraction mapping of prostate with multi-parametric quantitative MRI on a 1.5T MR-linac.

机构信息

Univ Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, CNRS, Inserm, CREATIS UMR 5220, U1294, Lyon, France.

Radiation Oncology Department, Center Hospitalier Lyon Sud, Lyon, France.

出版信息

J Med Imaging Radiat Oncol. 2024 Mar;68(2):171-176. doi: 10.1111/1754-9485.13626. Epub 2024 Feb 28.

Abstract

Hypoxia plays a central role in tumour radioresistance. Reliable tumour hypoxia imaging would allow the monitoring of tumour response and a more personalized adaptation of radiotherapy planning. Here, we showed a proof of concept of the feasibility and repeatability of relative oxygen extraction fraction (rOEF) mapping of prostate using multi-parametric quantitative MRI (qMRI) achieved for the first time on a 1.5T MR-linac. T2, T2* relaxation times maps, and intra-voxel incoherent motion (IVIM) parametric maps mapping were computed on a 29 years old healthy volunteer. R2' and rOEF maps were calculated based on a multi-parametric model. Long-term repeatability and repeatability coefficient (RC) were determined for each parameter according to QIBA recommendations. Mean values for the entire healthy prostate were 0.99 ± 0.14 × 10 mm/s, 81 ± 2.1 × 10 mm/s, 21.6 ± 3.6%, 92.7 ± 19.7 ms and 62.4 ± 17.3 ms for D, D, f, T2 and T2*, respectively. R2' and rOEF in the prostate were 6.1 ± 3.4 s and 18.2 ± 10.1% respectively. The RC of rOEF was 4.43%. Long-term repeatability of quantitative parameters based on a test-retest ranged from 2 to 18%. qMRI parameters are measurable and repeatable on 1.5T MR LINAC. From T2, T2* and IVIM parameters maps, we were able to obtain a rOEF mapping of the prostate. These results are the first step to a non-invasive imaging of tumour hypoxia during radiotherapy leading to a biological image-guided adaptive radiotherapy.

摘要

缺氧在肿瘤放射抵抗中起着核心作用。可靠的肿瘤缺氧成像将允许监测肿瘤反应,并更个性化地调整放射治疗计划。在这里,我们展示了在 1.5T MR 直线加速器上首次实现的使用多参数定量 MRI (qMRI) 对前列腺进行相对氧摄取分数 (rOEF) 映射的可行性和可重复性的概念验证。在一名 29 岁的健康志愿者上计算了 T2、T2弛豫时间图和体素内非相干运动 (IVIM) 参数图映射。根据多参数模型计算 R2'和 rOEF 图。根据 QIBA 建议,为每个参数确定长期重复性和重复性系数 (RC)。整个健康前列腺的平均值分别为 0.99 ± 0.14 × 10 mm/s、81 ± 2.1 × 10 mm/s、21.6 ± 3.6%、92.7 ± 19.7 ms 和 62.4 ± 17.3 ms,用于 D、D、f、T2 和 T2。前列腺中的 R2'和 rOEF 分别为 6.1 ± 3.4 s 和 18.2 ± 10.1%。rOEF 的 RC 为 4.43%。基于测试-重测的定量参数的长期重复性范围为 2%至 18%。qMRI 参数可在 1.5T MR LINAC 上进行测量和重复。从 T2、T2*和 IVIM 参数图中,我们能够获得前列腺的 rOEF 映射。这些结果是在放射治疗过程中对肿瘤缺氧进行非侵入性成像以实现生物图像引导自适应放射治疗的第一步。

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