Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London,UK; Epilepsy Society MRI Unit, Chalfont St Peter, UK; Neuroimaging of Epilepsy Laboratory, McConnell Brain Imaging Centre, Montreal Neurological Institute, McGill University, Montreal, UK; Department of Medicine, Division of Neurology, Queen's University, Kingston,Canada.
Department of Clinical and Experimental Epilepsy, UCL Queen Square Institute of Neurology, London,UK; Epilepsy Society MRI Unit, Chalfont St Peter, UK; Centre for Medical Image Computing, University College London, London,UK.
Neuroimage Clin. 2020;26:102231. doi: 10.1016/j.nicl.2020.102231. Epub 2020 Feb 28.
Previous imaging studies in patients with refractory temporal lobe epilepsy (TLE) have examined the spatial distribution of changes in imaging parameters such as diffusion tensor imaging (DTI) metrics and cortical thickness. Multi-compartment models offer greater specificity with parameters more directly related to known changes in TLE such as altered neuronal density and myelination. We studied the spatial distribution of conventional and novel metrics including neurite density derived from NODDI (Neurite Orientation Dispersion and Density Imaging) and myelin water fraction (MWF) derived from mcDESPOT (Multi-Compartment Driven Equilibrium Single Pulse Observation of T1/T2)] to infer the underlying neurobiology of changes in conventional metrics.
20 patients with TLE and 20 matched controls underwent magnetic resonance imaging including a volumetric T1-weighted sequence, multi-shell diffusion from which DTI and NODDI metrics were derived and a protocol suitable for mcDESPOT fitting. Models of the grey matter-white matter and grey matter-CSF surfaces were automatically generated from the T1-weighted MRI. Conventional diffusion and novel metrics of neurite density and MWF were sampled from intracortical grey matter and subcortical white matter surfaces and cortical thickness was measured.
In intracortical grey matter, diffusivity was increased in the ipsilateral temporal and frontopolar cortices with more restricted areas of reduced neurite density. Diffusivity increases were largely related to reductions in neurite density, and to a lesser extent CSF partial volume effects, but not MWF. In subcortical white matter, widespread bilateral reductions in fractional anisotropy and increases in radial diffusivity were seen. These were primarily related to reduced neurite density, with an additional relationship to reduced MWF in the temporal pole and anterolateral temporal neocortex. Changes were greater with increasing epilepsy duration. Bilaterally reduced cortical thickness in the mesial temporal lobe and centroparietal cortices was unrelated to neurite density and MWF.
Diffusivity changes in grey and white matter are primarily related to reduced neurite density with an additional relationship to reduced MWF in the temporal pole. Neurite density may represent a more sensitive and specific biomarker of progressive neuronal damage in refractory TLE that deserves further study.
先前在难治性颞叶癫痫(TLE)患者中的影像学研究检查了成像参数(如扩散张量成像(DTI)指标和皮质厚度)的空间分布变化。多室模型具有更高的特异性,其参数与 TLE 中的已知变化更直接相关,例如神经元密度和髓鞘改变。我们研究了常规和新型指标的空间分布,包括来自 NODDI(神经纤维取向分散和密度成像)的神经纤维密度和来自 mcDESPOT(多室驱动平衡单脉冲观察 T1/T2)的髓鞘水分数(MWF),以推断常规指标变化背后的神经生物学。
20 例 TLE 患者和 20 例匹配的对照者接受了磁共振成像检查,包括容积 T1 加权序列、多壳扩散,从中得出 DTI 和 NODDI 指标,以及适合 mcDESPOT 拟合的方案。从 T1 加权 MRI 自动生成灰质-白质和灰质-脑脊液表面的模型。从皮质内灰质和皮质下白质表面采样常规扩散和新型神经纤维密度和 MWF 指标,并测量皮质厚度。
在皮质内灰质中,对侧颞叶和额极皮质的扩散性增加,而神经纤维密度的限制区域减少。扩散性增加主要与神经纤维密度降低有关,在较小程度上与 CSF 部分容积效应有关,但与 MWF 无关。在皮质下白质中,双侧出现广泛的各向异性分数降低和放射状扩散增加。这些主要与神经纤维密度降低有关,在颞极和前外侧颞叶新皮质中与 MWF 降低有关。随着癫痫持续时间的增加,变化更大。内侧颞叶和中央顶叶皮质双侧皮质厚度减少与神经纤维密度和 MWF 无关。
灰质和白质的弥散性变化主要与神经纤维密度降低有关,颞极的 MWF 降低也有关系。神经纤维密度可能是难治性 TLE 中进行性神经元损伤的更敏感和特异的生物标志物,值得进一步研究。