Department of Neuroscience, University of Padova, Padova, Italy.
Padova Neuroscience Center, University of Padova, Padova, Italy.
Brain Connect. 2021 Sep;11(7):518-528. doi: 10.1089/brain.2020.0988. Epub 2021 May 17.
Recurrent complex visual hallucinations (VHs) are common in dementia with Lewy bodies (DLB). Previous investigations suggest that VHs are associated with connectivity changes within and between large scale networks involved in visual processing and attention. To examine more directly whether VH in DLB reflects direct changes in neuronal activity between cortical regions assessing metabolic connectivity with F-fluorodeoxyglucose (FDG)-positron emission tomography (PET)/magnetic resonance and graph theory. Twenty-six patients with probable DLB (13 VHs and 13 no-VHs; mean age: 72.9 ± 6.87 years vs. 70.2 ± 7.96 years) were enrolled. T1-weighted 3T-MR images and FDG-PET data were coacquired using an integrated PET/MR scanner. MR images defined cortical parcels of the Shaefer-Yeo atlas for multiple functional networks. We computed in each parcel the regional standardized-uptake-values (SUV) corrected for partial volume and normalized to the cerebellar cortex. Strength degree, clustering coefficient, characteristic path length, and hubs were analyzed with graph analysis. The mean F-FDG-PET SUVr of parcels belonging to the visual and dorsal attention networks (DANs) were significantly lower in the VH group ( = 0.01). Metabolism in the right temporoparietal cortex correlated with VH severity ( = -0.58; < 0.01). VH patients showed weaker metabolic connectivity in the parietal, temporal, and occipital cortex of the default mode network, DAN, and visual networks, but more robust connectivity in the right insula and orbitofrontal cortex. A lower global efficiency characterized the VH group, except for ventral attention network and limbic network. VHs in DLB correlate with lower glucose metabolism and weaker metabolic connectivity in the parietal-occipital cortex, but stronger connectivity in the limbic system. Impact statement This study shows that application of the graph theory to F-fluorodeoxyglucose-positron emission tomography data, commonly acquired during the diagnostic workflow in neurodegenerative diseases, could be used to obtain information of functional connectivity at a group level, with results that are consistent with other data commonly used in brain functional investigation (e.g., electroencephalography or functional magnetic resonance). New network-based methods of metabolic image analyses, such as graph analysis, are a recent area of research with a potential capacity to extract information on alterations of metabolic connectivity that may become pharmacological and neuromodulation targets of the physiopathology of recurrent complex visual hallucinations.
复发性复杂视觉幻觉(VH)在路易体痴呆(DLB)中很常见。先前的研究表明,VH 与参与视觉处理和注意力的大尺度网络内和网络间的连通性变化有关。为了更直接地检查 DLB 中的 VH 是否反映了评估皮质区域代谢连通性的 F-氟脱氧葡萄糖(FDG)-正电子发射断层扫描(PET)/磁共振和图论之间的皮质区域神经元活动的直接变化。 我们纳入了 26 名可能患有 DLB 的患者(13 名 VH 患者和 13 名无 VH 患者;平均年龄:72.9±6.87 岁与 70.2±7.96 岁)。使用集成的 PET/MR 扫描仪共采集 T1 加权 3T-MR 图像和 FDG-PET 数据。MR 图像为多个功能网络定义了 Shafer-Yeo 图谱的皮质区。我们在每个区计算了校正部分容积并归一化为小脑皮质的区域标准化摄取值(SUV)。使用图分析分析了强度度、聚类系数、特征路径长度和枢纽。 视觉和背侧注意网络(DAN)的区的平均 F-FDG-PET SUVr 在 VH 组中显着降低(=0.01)。右侧颞顶叶皮质的代谢与 VH 严重程度相关(= -0.58; <0.01)。VH 患者在默认模式网络、DAN 和视觉网络的顶叶、颞叶和枕叶皮质中表现出较弱的代谢连通性,但在右侧岛叶和眶额皮质中表现出更强的连通性。全局效率较低,除了腹侧注意网络和边缘网络。 在 DLB 中,VH 与顶枕叶皮质的葡萄糖代谢降低和代谢连通性降低有关,但边缘系统的连通性更强。 这项研究表明,图论在 F-氟脱氧葡萄糖正电子发射断层扫描数据中的应用,通常在神经退行性疾病的诊断工作流程中获得,可以用于在组水平上获得功能连通性的信息,其结果与通常用于大脑功能研究的其他数据(例如,脑电图或功能磁共振)一致。代谢图像分析的新基于网络的方法,例如图分析,是一个新的研究领域,具有提取与复发性复杂视觉幻觉的生理病理学相关的代谢连通性改变的信息的潜力。