基于形变的形态测量:检测辐射所致脑损伤的灵敏成像方法?

IF 3.5 2区 医学 Q2 ONCOLOGY
Carole Brunaud, Samuel Valable, Gwenn Ropars, Fatima-Azzahra Dwiri, Mikaël Naveau, Jérôme Toutain, Myriam Bernaudin, Thomas Freret, Marianne Léger, Omar Touzani, Elodie A Pérès
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引用次数: 0

摘要

背景:放疗是脑肿瘤患者的主要治疗方法。然而,放疗会导致认知障碍。为了改善放疗引起的脑部后遗症的管理,基于形变的形态测量(DBM)可能具有重要意义。在此,我们利用核磁共振成像非线性配准获得的雅各布行列式(JD)来分析 DBM 的意义,以检测脑辐照动物模型中健康脑组织的局部脆弱性:方法:对大鼠进行分次全脑辐照(WBI,30 Gy)。方法:对大鼠进行分次全脑照射(30 Gy),在照射后 1 个月至 6 个月期间进行纵向多参数磁共振成像(解剖、弥散和血管)研究。通过对核磁共振成像图像进行登记,以 DBM 分析宏观变化,并通过量化脑血容量(CBV)和扩散指标(包括平均扩散率(MD))评估细胞和血管水平的微观变化。对整个大脑和 DBM 确定的特定脑区进行体素比较。免疫组织学分析用于观察血管和星形胶质细胞:结果:DBM 分析显示了局部宏观结构变化的时间过程;其中一些变化在 WBI 后是短暂的,另一些则是长期的。DBM 显示了两个易受影响的脑区,即胼胝体和大脑皮层。扩散指标和 CBV 变化显示,DBM 变化在空间上与微结构改变相关,免疫组织学分析也证实了这一点。最后,矩阵相关性表明,在胼胝体和皮层中,WBI 后早期阶段的 JD/MD 与晚期阶段的 JD/CBV 之间存在相关性:结论:脑辐照会诱发 DBM 检测到的局部宏观结构变化,这可能与识别易受辐射诱发组织变化影响的脑结构有关。将这些数据应用于患者身上可为脑放射毒性成像研究带来附加值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deformation-based morphometry: a sensitive imaging approach to detect radiation-induced brain injury?

Background: Radiotherapy is a major therapeutic approach in patients with brain tumors. However, it leads to cognitive impairments. To improve the management of radiation-induced brain sequalae, deformation-based morphometry (DBM) could be relevant. Here, we analyzed the significance of DBM using Jacobian determinants (JD) obtained by non-linear registration of MRI images to detect local vulnerability of healthy cerebral tissue in an animal model of brain irradiation.

Methods: Rats were exposed to fractionated whole-brain irradiation (WBI, 30 Gy). A multiparametric MRI (anatomical, diffusion and vascular) study was conducted longitudinally from 1 month up to 6 months after WBI. From the registration of MRI images, macroscopic changes were analyzed by DBM and microscopic changes at the cellular and vascular levels were evaluated by quantification of cerebral blood volume (CBV) and diffusion metrics including mean diffusivity (MD). Voxel-wise comparisons were performed on the entire brain and in specific brain areas identified by DBM. Immunohistology analyses were undertaken to visualize the vessels and astrocytes.

Results: DBM analysis evidenced time-course of local macrostructural changes; some of which were transient and some were long lasting after WBI. DBM revealed two vulnerable brain areas, namely the corpus callosum and the cortex. DBM changes were spatially associated to microstructural alterations as revealed by both diffusion metrics and CBV changes, and confirmed by immunohistology analyses. Finally, matrix correlations demonstrated correlations between JD/MD in the early phase after WBI and JD/CBV in the late phase both in the corpus callosum and the cortex.

Conclusions: Brain irradiation induces local macrostructural changes detected by DBM which could be relevant to identify brain structures prone to radiation-induced tissue changes. The translation of these data in patients could represent an added value in imaging studies on brain radiotoxicity.

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来源期刊
Cancer Imaging
Cancer Imaging ONCOLOGY-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
7.00
自引率
0.00%
发文量
66
审稿时长
>12 weeks
期刊介绍: Cancer Imaging is an open access, peer-reviewed journal publishing original articles, reviews and editorials written by expert international radiologists working in oncology. The journal encompasses CT, MR, PET, ultrasound, radionuclide and multimodal imaging in all kinds of malignant tumours, plus new developments, techniques and innovations. Topics of interest include: Breast Imaging Chest Complications of treatment Ear, Nose & Throat Gastrointestinal Hepatobiliary & Pancreatic Imaging biomarkers Interventional Lymphoma Measurement of tumour response Molecular functional imaging Musculoskeletal Neuro oncology Nuclear Medicine Paediatric.
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