4.6 Article

Altered Volume and Structural Connectivity of the Hippocampus in Alzheimer's Disease and Amnestic Mild Cognitive Impairment

期刊

FRONTIERS IN AGING NEUROSCIENCE
卷 13, 期 -, 页码 -

出版社

FRONTIERS MEDIA SA
DOI: 10.3389/fnagi.2021.705030

关键词

Alzheimer's disease; amnestic mild cognitive impairment; hippocampus; volume; structural connectivity

资金

  1. National Natural Science Foundation of China [81471120, 81671761, 81871425]
  2. Fund Projects in Technology of the Foundation Strengthening Programme [2019-JCJQ-JJ-151]
  3. Ministry of Science and Technology of the Peoples Republic of China [2019YFC0118203]

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The combination of hippocampal volume and structural connectivity (number of connecting fibers) is a new perspective for the discrimination of Alzheimer's disease (AD) and amnestic mild cognitive impairment (aMCI). Despite decreases in volume and structural connectivity of the bilateral hippocampi in patients with AD and aMCI, only hippocampal volume correlated with neuropsychological test scores.
Background: Hippocampal atrophy is a characteristic of Alzheimer's disease (AD). However, alterations in structural connectivity (number of connecting fibers) between the hippocampus and whole brain regions due to hippocampal atrophy remain largely unknown in AD and its prodromal stage, amnestic mild cognitive impairment (aMCI). Methods: We collected high-resolution structural MRI (sMRI) and diffusion tensor imaging (DTI) data from 36 AD patients, 30 aMCI patients, and 41 normal control (NC) subjects. First, the volume and structural connectivity of the bilateral hippocampi were compared among the three groups. Second, correlations between volume and structural connectivity in the ipsilateral hippocampus were further analyzed. Finally, classification ability by hippocampal volume, its structural connectivity, and their combination were evaluated. Results: Although the volume and structural connectivity of the bilateral hippocampi were decreased in patients with AD and aMCI, only hippocampal volume correlated with neuropsychological test scores. However, positive correlations between hippocampal volume and ipsilateral structural connectivity were displayed in patients with AD and aMCI. Furthermore, classification accuracy (ACC) was higher in AD vs. aMCI and aMCI vs. NC by the combination of hippocampal volume and structural connectivity than by a single parameter. The highest values of the area under the receiver operating characteristic (ROC) curve (AUC) in every two groups were all obtained by combining hippocampal volume and structural connectivity. Conclusions: Our results showed that the combination of hippocampal volume and structural connectivity (number of connecting fibers) is a new perspective for the discrimination of AD and aMCI.

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