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Altered small-world anatomical networks in Apolipoprotein-E4 (ApoE4) carriers using MRI

机译:使用MRI改变载脂蛋白-E4(APOE4)载体的小世界解剖网络

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Apolipoprotein E (ApoE) gene and primarily its allele e4 have been identified as a risk factor for Alzheimer's disease (AD). The prevalence of the gene in 25–30% in the population makes it essential to estimate its role in neuroregulation and its impact on distributed brain networks. In this study, we provide computational neuroanatomy based interpretation of large-scale and small-world cortical networks in cognitive normal (CN) subjects with differing Apolipoprotein-E4 (ApoE4) gene expression. We estimated large-scale anatomical networks from cortical thickness measurements derived from magnetic resonance imaging in 147 CN subjects explored in relation to ApoE4 genotype (e4+ carriers (n=41) versus e4- non-carriers (n=106)). Brain networks were constructed by thresholding cortical thickness correlation matrices of 68 bilateral regions of the brain analyzed using well-established graph theoretical approaches. Compared to ApoE4 non-carriers, carriers showed increased interregional correlation coefficients in regions like precentral, superior frontal and inferior temporal regions. Interestingly most of the altered connections were intra-hemispheric limited primarily to the right hemisphere. Furthermore, ApoE4 carriers demonstrated abnormal small-world architecture in the cortical networks with increased clustering coefficient and path lengths as compared to non-carrier, suggesting a less optimal topological organization. Additionally non-carriers demonstrated higher betweenness in regions such as middle temporal, para-hippocampal gyrus, posterior cingulate and insula of the default mode network (DMN), also seen in subjects with AD and mild cognitive impairment (MCI). The results suggest that the complex morphological cortical connectivity patterns are altered in ApoE4 carriers as compared to non-carriers, providing evidence for disruption of integrity in large-scale anatomical brain networks.
机译:载脂蛋白E(ApoE)基因和主要是其等位基因E4已被鉴定为阿尔茨海默病(AD)的危险因素。该基因在25-30%中的基因患病率在群体中估计其在神经调节中的作用及其对分布式脑网络的影响。在这项研究中,我们提供基于计算的神经宣传的基于大规模和小世界皮质网络的解释,所述大规模和小世界皮质网络中具有不同的载脂蛋白-E4(APOE4)基因表达的对象。我们估计了从关于APOE4基因型(E4 +载体(n = 41)与E4-非载体(n = 106)探索的147个CN受试者中源自磁共振成像的皮质厚度测量的大规模解剖网络。通过使用良好建立的图形理论方法分析的大脑的68个双侧区域的阈值化皮质厚度相关矩阵来构建脑网络。与ApoE4非载波相比,载流子在前列前列,优异的前部和下颞区域等区域中显示了增加的区域间相关系数。有趣的是,大多数改变的连接是主要在右半球的半球有限公司。此外,与非载波相比,ApoE4载波在皮质网络中显示了在皮质网络中的异常小世界架构,并且与非载波相比,拓扑系数和路径长度增加,表明了更少的拓扑组织。另外,在具有广告和轻度认知障碍(MCI)的受试者中,非载波在默认模式网络(DMN)的中间时颞率,对照 - 海马回物,后筒和insula之间存在较高的地区之间的内部间隙。结果表明,与非载波相比,APOE4载波中复杂的形态皮质连接模式在APOE4载体中改变,为大规模解剖脑网络中断的完整性中断证据。

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