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Combination of DTI and fMRI reveals the white matter changes correlating with the decline of default-mode network activity in Alzheimer's disease

机译:DTI和FMRI的组合揭示了与阿尔茨海默病中默认模式网络活动的衰退相关的白质变化

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Recently, evidences from fMRI studies have shown that there was decreased activity among the default-mode network in Alzheimer's disease (AD), and DTI researches also demonstrated that demyelinations exist in white matter of AD patients. Therefore, combining these two MRI methods may help to reveal the relationship between white matter damages and alterations of the resting state functional connectivity network. In the present study, we tried to address this issue by means of correlation analysis between DTI and resting state fMRI images. The default-mode networks of AD and normal control groups were compared to find the areas with significantly declined activity firstly. Then, the white matter regions whose fractional anisotropy (FA) value correlated with this decline were located through multiple regressions between the FA values and the BOLD response of the default networks. Among these correlating white matter regions, those whose FA values also declined were found by a group comparison between AD patients and healthy elderly control subjects. Our results showed that the areas with decreased activity among default-mode network included left posterior cingulated cortex (PCC), left medial temporal gyrus et al. And the damaged white matter areas correlated with the default-mode network alterations were located around left sub-gyral temporal lobe. These changes may relate to the decreased connectivity between PCC and medial temporal lobe (MTL), and thus correlate with the deficiency of default-mode network activity.
机译:近日,来自fMRI研究的证据表明,存在于阿尔茨海默氏病(AD)的默认模式网络中的活动减少,和DTI研究还表明,在AD患者的脑白质存在demyelinations。因此,结合这两种方法,MRI可帮助揭示白质损伤和静息状态功能连接网络的变化之间的关系。在本研究中,我们试图通过DTI和静止状态的fMRI图像之间的相关性分析的手段来解决这个问题。 AD和正常对照组的默认模式网络进行了比较,发现有显著下跌活性先领域。然后,将白质区域,其分数各向异性(FA)值与该下降分别位于通过FA值和默认网络的BOLD响应之间多元回归相关联。在这些相关脑白质区,那些FA值也有所下降是由AD患者和健康老人对照组之间的一组对比发现。我们的结果表明,与其中缺省模式网络活性降低的领域包括左后扣带皮质(PCC),左内侧颞上回等。并使用默认模式网络改变相关受损的白质区域位于各地的左子脑回的颞叶。这些变化可能涉及PCC和内侧颞叶(MTL)之间的连接性下降,从而与默认模式网络活动的缺乏相关。

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