Edmond and Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel.
fMRI Unit, Neurology Department, Hadassah-Hebrew University Medical Center, Jerusalem, Israel.
Neuroimage. 2020 Nov 1;221:117204. doi: 10.1016/j.neuroimage.2020.117204. Epub 2020 Aug 1.
In developed countries, multiple sclerosis (MS) is the leading cause of non-traumatic neurological disability in young adults. MS is a chronic demyelinating disease of the central nervous system, in which myelin is attacked, changing white matter structure and leaving lesions. The demyelination has a direct effect on white matter conductivity. This effect can be examined in the visual system, where damage is highly prevalent in MS, leading to substantial delays in conduction, commonly measured with visual evoked potentials (VEPs). The structural damage to the visual system in MS is often estimated with MRI measurements in the white matter. Recent developments in quantitative MRI (qMRI) provide improved sensitivity to myelin content and new structural methods allow better modeling of the axonal structure, leading researchers to link white matter microstructure to conduction properties of action potentials along fiber tracts. This study attempts to explain the variance in conduction latencies down the visual pathway using structural measurements of both the retina and the optic radiation (OR). Forty-eight progressive MS patients, participants in a longitudinal stem-cell therapy clinical trial, were included in this study, three and six months post final treatment. Twenty-seven patients had no history of optic neuritis, and were the main focus of this study. All participants underwent conventional MRI scans, as well as diffusion MRI and qMRI sequences to account for white matter microstructure. Optical coherence tomography scans were also obtained, and peripapillary retinal nerve fiber layer (pRNFL) thickness and macular volume measurements were extracted. Finally, latencies of recorded VEPs were estimated. Our results show that in non-optic neuritis progressive MS patients there is a relationship between the VEP latency and both retinal damage and OR lesion load. In addition, we find that qMRI values, sampled along the OR, are also correlated with VEP latency. Finally, we show that combining these parameters using PCA we can explain more than 40% of the inter-subject variance in VEP latency. In conclusion, this study contributes to understanding the relationship between the structural properties and conduction in the visual system in disease. We focus on the visual system, where the conduction latencies can be estimated, but the conclusions could be generalized to other brain systems where the white matter structure can be measured. It also highlights the importance of having multiple parameters when assessing the clinical stages of MS patients, which could have major implications for future studies of other white matter diseases.
在发达国家,多发性硬化症(MS)是导致年轻人非创伤性神经残疾的主要原因。MS 是一种中枢神经系统的慢性脱髓鞘疾病,髓鞘受到攻击,改变白质结构并留下病变。脱髓鞘对 白质的电导率有直接影响。这种影响可以在视觉系统中进行检查,MS 中视神经损伤非常普遍,导致传导明显延迟,通常使用视觉诱发电位(VEP)进行测量。MS 中视觉系统的结构性损伤通常通过白质的 MRI 测量来估计。定量 MRI(qMRI)的最新发展提供了对白质中髓鞘含量的更高敏感性,并且新的结构方法允许更好地对轴突结构进行建模,这使得研究人员能够将白质微观结构与纤维束中动作电位的传导特性联系起来。本研究试图用视网膜和视辐射(OR)的结构测量来解释视觉通路中传导潜伏期的变化。本研究纳入了 48 名接受干细胞治疗临床试验的进展性 MS 患者,分别在最后一次治疗后 3 个月和 6 个月进行了检查。27 名患者没有视神经炎病史,是本研究的主要关注点。所有参与者均接受了常规 MRI 扫描以及扩散 MRI 和 qMRI 序列,以评估白质微观结构。还进行了光学相干断层扫描,并提取了视盘周围视网膜神经纤维层(pRNFL)厚度和黄斑体积测量值。最后,估计了记录的 VEP 的潜伏期。我们的研究结果表明,在非视神经炎进展性 MS 患者中,VEP 潜伏期与视网膜损伤和 OR 病变负荷之间存在相关性。此外,我们发现,沿着 OR 取样的 qMRI 值与 VEP 潜伏期也相关。最后,我们表明,使用 PCA 结合这些参数可以解释超过 40%的 VEP 潜伏期的受试者间差异。总之,本研究有助于了解疾病中视觉系统的结构特性与传导之间的关系。我们关注的是可以估计传导潜伏期的视觉系统,但结论可以推广到其他可以测量白质结构的大脑系统。它还强调了在评估 MS 患者的临床阶段时使用多个参数的重要性,这对其他白质疾病的未来研究可能具有重大意义。