From the Departments of Biomedical Engineering (H.F.J.G., G.W.J., P.E.K., C.C., V.L.M., M.R., D.J.E.) and Electrical Engineering and Computer Science (C.C., V.L.M., M.R., D.J.E.), Vanderbilt University; Departments of Neurological Surgery (S.N., K.E.W., P.E.K., D.J.E.), Radiology and Radiological Sciences (V.L.M., D.J.E.), and Neurology (K.F.H.) and Vanderbilt University Institute of Imaging Science (H.F.J.G., S.N., G.W.J., K.E.W., C.C., V.L.M., D.J.E.), Vanderbilt University Medical Center, Nashville, TN; and Department of Psychology (M.R.), Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA.
Neurology. 2021 Mar 2;96(9):e1334-e1346. doi: 10.1212/WNL.0000000000011523. Epub 2021 Jan 13.
To determine whether the nucleus basalis of Meynert (NBM) may be a key network structure of altered functional connectivity in temporal lobe epilepsy (TLE), we examined fMRI with network-based analyses.
We acquired resting-state fMRI in 40 adults with TLE and 40 matched healthy control participants. We calculated functional connectivity of NBM and used multiple complementary network-based analyses to explore the importance of NBM in TLE networks without biasing our results by our approach. We compared patients to controls and examined associations of network properties with disease metrics and neurocognitive testing.
We observed marked decreases in connectivity between NBM and the rest of the brain in patients with TLE (0.91 ± 0.88, mean ± SD) vs controls (1.96 ± 1.13, < 0.001, test). Larger decreases in connectivity between NBM and fronto-parietal-insular regions were associated with higher frequency of consciousness-impairing seizures ( = -0.41, = 0.008, Pearson). A core network of altered nodes in TLE included NBM ipsilateral to the epileptogenic side and bilateral limbic structures. Furthermore, normal community affiliation of ipsilateral NBM was lost in patients, and this structure displayed the most altered clustering coefficient of any node examined (3.46 ± 1.17 in controls vs 2.23 ± 0.93 in patients). Abnormal connectivity between NBM and subcortical arousal community was associated with modest neurocognitive deficits. Finally, a logistic regression model incorporating connectivity properties of ipsilateral NBM successfully distinguished patients from control datasets with moderately high accuracy (78%).
These results suggest that while NBM is rarely studied in epilepsy, it may be one of the most perturbed network nodes in TLE, contributing to widespread neural effects in this disabling disorder.
为了确定梅内特核(NBM)是否可能是颞叶癫痫(TLE)改变功能连接的关键网络结构,我们使用基于网络的分析进行了 fMRI 研究。
我们对 40 名 TLE 患者和 40 名匹配的健康对照参与者进行了静息状态 fMRI 采集。我们计算了 NBM 的功能连接,并使用多种互补的基于网络的分析方法来探索 NBM 在 TLE 网络中的重要性,而不会因我们的方法而产生结果偏差。我们将患者与对照进行了比较,并检查了网络特性与疾病指标和神经认知测试的关联。
我们观察到 TLE 患者的 NBM 与大脑其他区域之间的连接明显减少(0.91 ± 0.88,均值 ± 标准差)与对照组(1.96 ± 1.13,< 0.001,检验)。NBM 与额顶岛叶区域之间的连接减少与意识障碍性发作的频率更高相关(= -0.41,= 0.008,Pearson)。TLE 中改变节点的核心网络包括致痫侧同侧的 NBM 和双侧边缘结构。此外,患者中同侧 NBM 的正常社区隶属关系丧失,并且该结构显示出检查的任何节点中最改变的聚类系数(对照组为 3.46 ± 1.17,患者为 2.23 ± 0.93)。NBM 与皮质下唤醒社区之间的异常连接与中度神经认知缺陷相关。最后,纳入同侧 NBM 连接特性的逻辑回归模型成功地以中等高准确率(78%)将患者与对照数据集区分开来。
这些结果表明,尽管 NBM 在癫痫中很少被研究,但它可能是 TLE 中最受干扰的网络节点之一,为这种致残性疾病中的广泛神经效应做出了贡献。