Literature DB >> 34891164

Hippocampus- and thalamus-related fiber-specific white matter reductions in mild cognitive impairment.

Yu Zhou1, Xiaopeng Si2,3,4, Yuanyuan Chen2,3, Yiping Chao5,6, Ching-Po Lin7, Sicheng Li2,3, Xingjian Zhang2,3, Dong Ming2,3, Qiang Li1.   

Abstract

Early diagnosis of mild cognitive impairment (MCI) fascinates screening high-risk Alzheimer's disease (AD). White matter is found to degenerate earlier than gray matter and functional connectivity during MCI. Although studies reveal white matter degenerates in the limbic system for MCI, how other white matter degenerates during MCI remains unclear. In our method, regions of interest with a high level of resting-state functional connectivity with hippocampus were selected as seeds to track fibers based on diffusion tensor imaging (DTI). In this way, hippocampus-temporal and thalamus-related fibers were selected, and each fiber's DTI parameters were extracted. Then, statistical analysis, machine learning classification, and Pearson's correlations with behavior scores were performed between MCI and normal control (NC) groups. Results show that: 1) the mean diffusivity of hippocampus-temporal and thalamus-related fibers are significantly higher in MCI and could be used to classify 2 groups effectively. 2) Compared with normal fibers, the degenerated fibers detected by the DTI indexes, especially for hippocampus-temporal fibers, have shown significantly higher correlations with cognitive scores. 3) Compared with the hippocampus-temporal fibers, thalamus-related fibers have shown significantly higher correlations with depression scores within MCI. Our results provide novel biomarkers for the early diagnoses of AD.
© The Author(s) 2021. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  Alzheimer’s disease; cognition; depression; diffusion tensor imaging; mean diffusivity

Mesh:

Year:  2022        PMID: 34891164     DOI: 10.1093/cercor/bhab407

Source DB:  PubMed          Journal:  Cereb Cortex        ISSN: 1047-3211            Impact factor:   4.861


  3 in total

1.  Automated Classification of Mild Cognitive Impairment by Machine Learning With Hippocampus-Related White Matter Network.

Authors:  Yu Zhou; Xiaopeng Si; Yi-Ping Chao; Yuanyuan Chen; Ching-Po Lin; Sicheng Li; Xingjian Zhang; Yulin Sun; Dong Ming; Qiang Li
Journal:  Front Aging Neurosci       Date:  2022-06-14       Impact factor: 5.702

2.  Differences in structural connectivity between diabetic and psychological erectile dysfunction revealed by network-based statistic: A diffusion tensor imaging study.

Authors:  Jianhuai Chen; Jindan Wu; Xinfei Huang; Rui Sun; Ziliang Xiang; Yan Xu; Shi Chen; Weilong Xu; Jie Yang; Yun Chen
Journal:  Front Endocrinol (Lausanne)       Date:  2022-07-27       Impact factor: 6.055

3.  The Predictive Potential of Altered Voxel-Based Morphometry in Severely Obese Patients With Meibomian Gland Dysfunction.

Authors:  Le-Yan Li; Yuan-Yuan Wang; Jun-Wei Gao; Jun Chen; Min Kang; Ping Ying; Xulin Liao; Yixin Wang; Jie Zou; Ting Su; Hong Wei; Yi Shao
Journal:  Front Neurosci       Date:  2022-07-07       Impact factor: 5.152

  3 in total

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