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Preservation Analysis on Spatiotemporal Specific Co-expression Networks Suggests the Immunopathogenesis of Alzheimer's Disease
Guo, Liyuan1,2; Liu, Yushan3; Wang, Jing1,2
通讯作者邮箱wangjing@psych.ac.cn (jing wang ) ; guoly@psych.ac.cn (liyuan guo )
心理所单位排序1
摘要

The occurrence and development of Alzheimer's disease (AD) is a continuous clinical and pathophysiological process, molecular biological, and brain functional change often appear before clinical symptoms, but the detailed underlying mechanism is still unclear. The expression profiling of postmortem brain tissue from AD patients and controls provides evidence about AD etiopathogenesis. In the current study, we used published AD expression profiling data to construct spatiotemporal specific coexpression networks in AD and analyzed the network preservation features of each brain region in different disease stages to identify the most dramatically changed coexpression modules and obtained AD-related biological pathways, brain regions and circuits, cell types and key genes based on these modules. As result, we constructed 57 spatiotemporal specific networks (19 brain regions by three disease stages) in AD and observed universal expression changes in all 19 brain regions. The eight most dramatically changed coexpression modules were identified in seven brain regions. Genes in these modules are mostly involved in immune response-related pathways and non-neuron cells, and this supports the immune pathology of AD and suggests the role of blood brain barrier (BBB) injuries. Differentially expressed genes (DEGs) meta-analysis and protein-protein interaction (PPI) network analysis suggested potential key genes involved in AD development that might be therapeutic targets. In conclusion, our systematical network analysis on published AD expression profiling data suggests the immunopathogenesis of AD and identifies key brain regions and genes.

关键词Alzheimer's disease spatiotemporal specific coexpression networks network preservation analysis immune response-related pathways non-neuron cells key genes
2021-09-03
语种英语
DOI10.3389/fnagi.2021.727928
发表期刊FRONTIERS IN AGING NEUROSCIENCE
ISSN1663-4365
卷号13页码:12
期刊论文类型实证研究
收录类别SCI
出版者FRONTIERS MEDIA SA
WOS关键词MEDIAL TEMPORAL-LOBE ; MILD COGNITIVE IMPAIRMENT ; ASSOCIATION WORKGROUPS ; DIAGNOSTIC GUIDELINES ; NATIONAL INSTITUTE ; RECOMMENDATIONS ; EXPRESSION ; ATROPHY ; MEMORY ; CYTOSCAPE
WOS研究方向Geriatrics & Gerontology ; Neurosciences & Neurology
WOS类目Geriatrics & Gerontology ; Neurosciences
WOS记录号WOS:000724259000001
WOS分区Q1
引用统计
被引频次:1[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://ir.psych.ac.cn/handle/311026/41271
专题中国科学院心理健康重点实验室
通讯作者Guo, Liyuan; Wang, Jing
作者单位1.Chinese Acad Sci, Inst Psychol, CAS Key Lab Mental Hlth, Beijing, Peoples R China
2.Univ Chinese Acad Sci, Dept Psychol, Beijing, Peoples R China
3.Univ Chinese Acad Sci, Coll Life Sci, Beijing, Peoples R China
第一作者单位中国科学院心理健康重点实验室
通讯作者单位中国科学院心理健康重点实验室
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GB/T 7714
Guo, Liyuan,Liu, Yushan,Wang, Jing. Preservation Analysis on Spatiotemporal Specific Co-expression Networks Suggests the Immunopathogenesis of Alzheimer's Disease[J]. FRONTIERS IN AGING NEUROSCIENCE,2021,13:12.
APA Guo, Liyuan,Liu, Yushan,&Wang, Jing.(2021).Preservation Analysis on Spatiotemporal Specific Co-expression Networks Suggests the Immunopathogenesis of Alzheimer's Disease.FRONTIERS IN AGING NEUROSCIENCE,13,12.
MLA Guo, Liyuan,et al."Preservation Analysis on Spatiotemporal Specific Co-expression Networks Suggests the Immunopathogenesis of Alzheimer's Disease".FRONTIERS IN AGING NEUROSCIENCE 13(2021):12.
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