Llufriu Sara, Martinez-Heras Eloy, Solana Elisabeth, Sola-Valls Nuria, Sepulveda Maria, Blanco Yolanda, Martinez-Lapiscina Elena H, Andorra Magi, Villoslada Pablo, Prats-Galino Alberto, Saiz Albert
Center of Neuroimmunology, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, Barcelona, Spain.
Laboratory of Surgical NeuroAnatomy (LSNA), Facultat de Medicina, Universitat de Barcelona, Barcelona, Spain.
Neuroimage Clin. 2016 Dec 5;13:288-296. doi: 10.1016/j.nicl.2016.11.026. eCollection 2017.
Attention and executive deficits are disabling symptoms in multiple sclerosis (MS) that have been related to disconnection mechanisms. We aimed to investigate changes in structural connectivity in MS and their association with attention and executive performance applying an improved framework that combines high order probabilistic tractography and anatomical exclusion criteria postprocessing. We compared graph theory metrics of structural networks and fractional anisotropy (FA) of white matter (WM) connections or edges between 72 MS subjects and 38 healthy volunteers (HV) and assessed their correlation with cognition. Patients displayed decreased network transitivity, global efficiency and increased path length compared with HV ( < 0.05, corrected). Also, nodal strength was decreased in 26 of 84 gray matter regions. The distribution of nodes with stronger connections or hubs of the network was similar among groups except for the right pallidum and left insula, which became hubs in patients. MS subjects presented reduced edge FA widespread in the network, while FA was increased in 24 connections ( < 0.05, corrected). Decreased integrity of frontoparietal networks, deep gray nuclei and insula correlated with worse attention and executive performance (r between 0.38 and 0.55, < 0.05, corrected). Contrarily, higher strength in the right transverse temporal cortex and increased FA of several connections (mainly from cingulate, frontal and occipital cortices) were associated with worse functioning (r between - 0.40 and - 0.47, < 0.05 corrected). In conclusion, structural brain connectivity is disturbed in MS due to widespread impairment of WM connections and gray matter structures. The increased edge connectivity suggests the presence of reorganization mechanisms at the structural level. Importantly, attention and executive performance relates to frontoparietal networks, deep gray nuclei and insula. These results support the relevance of network integrity to maintain optimal cognitive skills.
注意力和执行功能缺陷是多发性硬化症(MS)中的致残症状,与神经连接中断机制有关。我们旨在应用一种改进的框架来研究MS患者结构连接性的变化及其与注意力和执行功能表现的关联,该框架结合了高阶概率纤维束成像和解剖学排除标准后处理。我们比较了72例MS患者和38名健康志愿者(HV)的结构网络的图论指标以及白质(WM)连接或边的分数各向异性(FA),并评估了它们与认知的相关性。与HV相比,患者的网络传递性、全局效率降低,路径长度增加(<0.05,校正后)。此外,84个灰质区域中有26个的节点强度降低。除右侧苍白球和左侧岛叶外,各组之间具有较强连接或网络枢纽的节点分布相似,而右侧苍白球和左侧岛叶在患者中成为枢纽。MS患者在整个网络中呈现出边缘FA降低,而在24条连接中FA增加(<0.05,校正后)。额顶叶网络、深部灰质核团和岛叶完整性降低与注意力和执行功能表现较差相关(r在0.38至0.55之间,<0.05,校正后)。相反,右侧颞横回的较高强度以及几条连接(主要来自扣带回、额叶和枕叶皮质)的FA增加与功能较差相关(r在-0.40至-0.47之间,<0.05校正后)。总之,由于WM连接和灰质结构的广泛受损,MS患者的脑结构连接性受到干扰。边缘连接性增加表明在结构水平上存在重组机制。重要的是,注意力和执行功能表现与额顶叶网络、深部灰质核团和岛叶有关。这些结果支持了网络完整性对于维持最佳认知技能的相关性。