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非病灶性新诊断局灶性癫痫的结构连接组改变:与药物抵抗的关系。

Altered structural connectome in non-lesional newly diagnosed focal epilepsy: Relation to pharmacoresistance.

机构信息

Department of Pharmacology & Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neuroradiology, The Walton Centre NHS Foundation Trust, Liverpool, UK; Department of Clinical Neurophysiology, University Medicine Göttingen, Göttingen, Germany.

Department of Pharmacology & Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, UK; Department of Neuroradiology, The Walton Centre NHS Foundation Trust, Liverpool, UK.

出版信息

Neuroimage Clin. 2021;29:102564. doi: 10.1016/j.nicl.2021.102564. Epub 2021 Jan 19.

Abstract

Despite an expanding literature on brain alterations in patients with longstanding epilepsy, few neuroimaging studies investigate patients with newly diagnosed focal epilepsy (NDfE). Understanding brain network impairments at diagnosis is necessary to elucidate whether or not brain abnormalities are principally due to the chronicity of the disorder and to develop prognostic markers of treatment outcome. Most adults with NDfE do not have MRI-identifiable lesions and the reasons for seizure onset and refractoriness are unknown. We applied structural connectomics to T1-weighted and multi-shell diffusion MRI data with generalized q-sampling image reconstruction using Network Based Statistics (NBS). We scanned 27 patients within an average of 3.7 (SD = 2.9) months of diagnosis and anti-epileptic drug treatment outcomes were collected 24 months after diagnosis. Seven patients were excluded due to lesional NDfE and outcome data was available in 17 patients. Compared to 29 healthy controls, patients with non-lesional NDfE had connectomes with significantly decreased quantitative anisotropy in edges connecting right temporal, frontal and thalamic nodes and increased diffusivity in edges between bilateral temporal, frontal, occipital and parietal nodes. Compared to controls, patients with persistent seizures showed the largest effect size (|d|>=1) for decreased anisotropy in right parietal edges and increased diffusivity in edges between left thalamus and left parietal nodes. Compared to controls, patients who were rendered seizure-free showed the largest effect size for decreased anisotropy in the edge connecting the left thalamus and right temporal nodes and increased diffusivity in edges connecting right frontal nodes. As demonstrated by large effect sizes, connectomes with decreased anisotropy (edge between right frontal and left insular nodes) and increased diffusivity (edge between right thalamus and left parietal nodes) were found in patients with persistent seizures compared to patients who became seizure-free. Patients who had persistent seizures showed larger effect sizes in all network metrics than patients who became seizure-free when compared to each other and compared to controls. Furthermore, patients with focal-to-bilateral tonic-clonic seizures (FBTCS, N = 11) had decreased quantitative anisotropy in a bilateral network involving edges between temporal, parietal and frontal nodes with greater effect sizes than those of patients without FBTCS (N = 9). NBS findings between patients and controls indicated that structural network changes are not necessarily a consequence of longstanding refractory epilepsy and instead are present at the time of diagnosis. Computed effect sizes suggest that there may be structural network MRI-markers of future pharmacoresistance and seizure severity in patients with a new diagnosis of focal epilepsy.

摘要

尽管关于长期癫痫患者大脑改变的文献不断增加,但很少有神经影像学研究调查新诊断的局灶性癫痫(NDfE)患者。了解诊断时的大脑网络损伤对于阐明大脑异常是否主要是由于疾病的慢性以及开发治疗结果的预后标志物是必要的。大多数患有 NDfE 的成年人没有 MRI 可识别的病变,并且癫痫发作和难治性的原因尚不清楚。我们使用基于网络的统计学(NBS),使用广义 q 采样图像重建,对 T1 加权和多壳扩散 MRI 数据进行了结构连接组学分析。我们在诊断后的平均 3.7(SD=2.9)个月内对 27 名患者进行了扫描,并在诊断后 24 个月收集了抗癫痫药物治疗结果。由于病变性 NDfE,有 7 名患者被排除在外,17 名患者有结局数据。与 29 名健康对照相比,无病变性 NDfE 患者的连接组学显示右侧颞叶、额叶和丘脑节点之间连接边缘的定量各向异性显著降低,双侧颞叶、额叶、枕叶和顶叶节点之间连接边缘的扩散度增加。与对照组相比,持续性癫痫患者右侧顶叶边缘各向异性降低的效应量最大(|d|>=1),左侧丘脑和左侧顶叶节点之间连接边缘的扩散度增加。与对照组相比,无癫痫发作的患者左丘脑和右颞叶节点之间连接边缘的各向异性降低和右额叶节点之间连接边缘的扩散度增加的效应量最大。如大效应量所示,与无癫痫发作的患者相比,持续性癫痫患者的连接组学中存在降低的各向异性(右侧额叶和左侧岛叶节点之间的边缘)和增加的扩散度(右侧丘脑和左侧顶叶节点之间的边缘)。与无癫痫发作的患者相比,持续性癫痫患者在所有网络指标上的效应量都大于无癫痫发作的患者,与对照组相比也是如此。此外,与无 FBTCS(N=11)的患者相比,具有局灶性双侧强直阵挛发作(FBTCS,N=11)的患者双侧网络中涉及颞叶、顶叶和额叶节点之间的边缘的定量各向异性降低,效应量更大无 FBTCS(N=9)。患者与对照组之间的 NBS 发现表明,结构网络变化不一定是长期难治性癫痫的后果,而是在诊断时就存在。计算的效应量表明,新诊断为局灶性癫痫的患者可能存在未来药物反应性和癫痫严重程度的结构性网络 MRI 标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4caf/7841400/64423e8c9f97/gr1.jpg

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