Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia.
Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.
PLoS One. 2018 Apr 25;13(4):e0194142. doi: 10.1371/journal.pone.0194142. eCollection 2018.
Diffusion tensor imaging (DTI) has been suggested as a potential biomarker of disease progression, neurodegeneration and de/remyelination in MS. However, the pathological substrates that underpin alterations in brain diffusivity are not yet fully delineated. We propose that in highly cohesive fiber tracts: 1) a relative increase in parallel (axial) diffusivity (AD) may serve as a measure of increased extra-cellular space (ESC) within the core of chronic MS lesions and, as a result, may provide an estimate of the degree of tissue destruction, and 2) the contribution of the increased extra-cellular water to perpendicular (radial) diffusivity (RD) can be eliminated to provide a more accurate assessment of membranal (myelin) loss.
The purpose of this study was to isolate the contribution of extra-cellular water and demyelination to observed DTI indices in the core of chronic MS lesions, using the OR as an anatomically cohesive tract.
Pre- and post-gadolinium (Gd) enhanced T1, T2 and DTI images were acquired from 75 consecutive RRMS patients. In addition, 25 age and gender matched normal controls were imaged using an identical MRI protocol (excluding Gd). The optic radiation (OR) was identified in individual patients using probabilistic tractography. The T2 lesions were segmented and intersected with the OR. Average eigenvalues were calculated within the core of OR lesions mask. The proportion of extra-cellular space (ECS) within the lesional core was calculated based on relative increase of AD, which was then used to normalise the perpendicular eigenvalues to eliminate the effect of the expanded ECS. In addition, modelling was implemented to simulate potential effect of various factors on lesional anisotropy.
Of 75 patients, 41 (55%) demonstrated sizable T2 lesion volume within the ORs. All lesional eigenvalues were significantly higher compared to NAWM and controls. There was a strong correlation between AD and RD within the core of OR lesions, which was, however, not seen in OR NAWM of MS patients or normal controls. In addition, lesional anisotropy (FA) was predominantly driven by the perpendicular diffusivity, while in NAWM and in OR of normal controls all eigenvectors contributed to variation in FA. Estimated volume of ECS component constituted significant proportion of OR lesional volume and correlated significantly with lesional T1 hypointensity. While perpendicular diffusivity dropped significantly following normalisation, it still remained higher compared with diffusivity in OR NAWM. The "residual" perpendicular diffusivity also showed a substantial reduction of inter-subject variability. Both observed and modelled diffusion data suggested anisotropic nature of water diffusion in ESC. In addition, the simulation procedure offered a possible explanation for the discrepancy in relationship between eigenvalues and anisotropy in lesional tissue and NAWM.
This paper presents a potential technique for more reliably quantifying the effects of neurodegeneration (tissue loss) versus demyelination in OR MS lesions. This may provide a simple and effective way for applying single tract diffusion analysis in MS clinical trials, with particular relevance to pro-remyelinating and neuroprotective therapeutics.
弥散张量成像(DTI)已被认为是 MS 疾病进展、神经退行性变和脱髓鞘/再髓鞘的潜在生物标志物。然而,支持脑弥散率改变的病理基础尚未完全阐明。我们假设在高度凝聚的纤维束中:1)平行(轴向)弥散度(AD)的相对增加可能是慢性 MS 病变核心内细胞外空间(ESC)增加的指标,因此可能提供组织破坏程度的估计,以及 2)增加的细胞外水对垂直(径向)弥散度(RD)的贡献可以消除,以提供对膜(髓鞘)损失的更准确评估。
本研究的目的是使用 OR 作为解剖学上凝聚的束,分离慢性 MS 病变核心中细胞外水和脱髓鞘对观察到的 DTI 指数的贡献。
从 75 例连续 RRMS 患者中采集增强前后钆(Gd)的 T1、T2 和 DTI 图像。此外,使用相同的 MRI 方案(不包括 Gd)对 25 名年龄和性别匹配的正常对照进行成像。使用概率追踪技术在个体患者中识别视辐射(OR)。对 T2 病变进行分割,并与 OR 相交。在 OR 病变核心掩模内计算平均特征值。基于 AD 的相对增加,计算病变核心内细胞外空间(ECS)的比例,然后对垂直特征值进行归一化以消除扩大的 ECS 的影响。此外,还实施了建模以模拟各种因素对病变各向异性的潜在影响。
在 75 例患者中,有 41 例(55%)在 OR 内显示出较大的 T2 病变体积。所有病变特征值均明显高于 NAWM 和对照组。OR 病变核心内的 AD 和 RD 之间存在很强的相关性,但在 MS 患者的 OR-NAWM 或正常对照中并未观察到。此外,病变各向异性(FA)主要由垂直弥散度驱动,而在 NAWM 和正常对照组的 OR 中,所有特征向量都有助于 FA 的变化。估计的 ECS 分量体积构成了 OR 病变体积的重要比例,并与病变 T1 低信号强度显著相关。尽管归一化后垂直弥散度显著下降,但与 OR-NAWM 的弥散度相比仍较高。“残留”垂直弥散度也大大降低了受试者间的变异性。观察到和模拟的扩散数据均表明 ESC 中水分子扩散的各向异性。此外,模拟过程为病变组织和 NAWM 中特征值与各向异性之间的关系差异提供了一种可能的解释。
本文提出了一种用于更可靠地量化 OR MS 病变中神经退行性变(组织损失)与脱髓鞘作用的潜在技术。这可能为 MS 临床试验中的单束扩散分析提供一种简单有效的方法,特别是对于促髓鞘形成和神经保护治疗具有重要意义。