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多发性硬化症中神经退行性变的灰质微观结构底物检测

Detection of grey matter microstructural substrates of neurodegeneration in multiple sclerosis.

作者信息

Krijnen Eva A, Russo Andrew W, Salim Karam Elsa, Lee Hansol, Chiang Florence L, Schoonheim Menno M, Huang Susie Y, Klawiter Eric C

机构信息

Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA.

MS Center Amsterdam, Anatomy and Neurosciences, Amsterdam Neuroscience, Amsterdam UMC location VUmc, 1081 HV Amsterdam, The Netherlands.

出版信息

Brain Commun. 2023 May 24;5(3):fcad153. doi: 10.1093/braincomms/fcad153. eCollection 2023.

Abstract

Multiple sclerosis features complex pathological changes in grey matter that begin early and eventually lead to diffuse atrophy. Novel approaches to image grey-matter microstructural alterations are highly sought after and would enable more sensitive monitoring of disease activity and progression. This cross-sectional study aimed to assess the sensitivity of high-gradient diffusion MRI for microstructural tissue damage in cortical and deep grey matter in people with multiple sclerosis and test the hypothesis that reduced cortical cell body density is associated with cortical and deep grey-matter volume loss. Forty-one people with multiple sclerosis (age 24-72, 14 females) and 37 age- and sex-matched healthy controls were scanned on a 3 T Connectom MRI scanner equipped with 300 mT/m gradients using a multi-shell diffusion MRI protocol. The soma and neurite density imaging model was fitted to high-gradient diffusion MRI data to obtain estimates of intra-neurite, intra-cellular and extra-cellular signal fractions and apparent soma radius. Cortical and deep grey-matter microstructural imaging metrics were compared between multiple sclerosis and healthy controls and correlated with grey-matter volume, clinical disability and cognitive outcomes. People with multiple sclerosis showed significant cortical and deep grey-matter volume loss compared with healthy controls. People with multiple sclerosis showed trends towards lower cortical intra-cellular signal fraction and significantly lower intra-cellular and higher extra-cellular signal fractions in deep grey matter, especially the thalamus and caudate, compared with healthy controls. Changes were most pronounced in progressive disease and correlated with the Expanded Disability Status Scale, but not the Symbol Digit Modalities Test. In multiple sclerosis, normalized thalamic volume was associated with thalamic microstructural imaging metrics. Whereas thalamic volume loss did not correlate with cortical volume loss, cortical microstructural imaging metrics were significantly associated with thalamic volume, and not with cortical volume. Compared with the short diffusion time (Δ = 19 ms) achievable on the Connectom scanner, at the longer diffusion time of Δ = 49 ms attainable on clinical scanners, multiple sclerosis-related changes in imaging metrics were generally less apparent with lower effect sizes in cortical and deep grey matter. Soma and neurite density imaging metrics obtained from high-gradient diffusion MRI data provide detailed grey-matter characterization beyond cortical and thalamic volumes and distinguish multiple sclerosis-related microstructural pathology from healthy controls. Cortical cell body density correlates with thalamic volume, appears sensitive to the microstructural substrate of neurodegeneration and reflects disability status in people with multiple sclerosis, becoming more pronounced as disability worsens.

摘要

多发性硬化症的特征是灰质出现复杂的病理变化,这些变化早期就开始出现,并最终导致弥漫性萎缩。人们迫切需要新的方法来成像灰质微观结构改变,这将能够更敏感地监测疾病活动和进展。这项横断面研究旨在评估高梯度扩散磁共振成像(MRI)对多发性硬化症患者皮质和深部灰质微观结构组织损伤的敏感性,并检验皮质细胞体密度降低与皮质和深部灰质体积减少相关的假设。41例多发性硬化症患者(年龄24 - 72岁,14名女性)和37名年龄及性别匹配的健康对照者在一台配备300 mT/m梯度的3 T Connectom MRI扫描仪上,使用多壳扩散MRI协议进行扫描。将体细胞和神经突密度成像模型应用于高梯度扩散MRI数据,以获得神经突内、细胞内和细胞外信号分数以及表观体细胞半径的估计值。比较了多发性硬化症患者和健康对照者的皮质和深部灰质微观结构成像指标,并将其与灰质体积、临床残疾和认知结果相关联。与健康对照者相比,多发性硬化症患者出现了明显的皮质和深部灰质体积减少。与健康对照者相比,多发性硬化症患者皮质细胞内信号分数有降低趋势,深部灰质尤其是丘脑和尾状核的细胞内信号分数显著降低,细胞外信号分数显著升高。这些变化在进展性疾病中最为明显,并且与扩展残疾状态量表相关,但与符号数字模态测验无关。在多发性硬化症中,丘脑体积标准化与丘脑微观结构成像指标相关。虽然丘脑体积减少与皮质体积减少无关,但皮质微观结构成像指标与丘脑体积显著相关,而与皮质体积无关。与Connectom扫描仪可实现的短扩散时间(Δ = 19 ms)相比,在临床扫描仪可达到的较长扩散时间Δ = 49 ms时,皮质和深部灰质中与多发性硬化症相关的成像指标变化通常不太明显,效应大小较低。从高梯度扩散MRI数据获得的体细胞和神经突密度成像指标提供了超越皮质和丘脑体积的详细灰质特征,并将与多发性硬化症相关的微观结构病理与健康对照区分开来。皮质细胞体密度与丘脑体积相关,似乎对神经退行性变的微观结构底物敏感,并反映多发性硬化症患者的残疾状态,随着残疾加重而变得更加明显。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed6d/10233898/1d719fa52ff0/fcad153_ga1.jpg

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