Discovery of Novel Drug Candidates for Alzheimer's Disease by Molecular Network Modeling

被引:6
作者
Zhou, Jiaxin [1 ]
Li, Qingyong [2 ]
Wu, Wensi [1 ]
Zhang, Xiaojun [1 ]
Zuo, Zhiyi [3 ]
Lu, Yanan [1 ]
Zhao, Huiying [2 ]
Wang, Zhi [1 ]
机构
[1] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Anesthesiol, Guangzhou, Peoples R China
[2] Sun Yat Sen Mem Hosp, Med Res Ctr, Guangzhou, Peoples R China
[3] Univ Virginia, Dept Anesthesiol, Charlottesville, VA USA
来源
FRONTIERS IN AGING NEUROSCIENCE | 2022年 / 14卷
关键词
Alzheimer's disease; transcriptomic analysis; co-expressed modules; drug repurpose; aging; PRECURSOR-PROTEIN; GROWTH-FACTORS; EXPRESSION; COPPER; BETA; PACKAGE; GENES; AGGREGATION; RODENT;
D O I
10.3389/fnagi.2022.850217
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
To identify the molecular mechanisms and novel therapeutic agents of late-onset Alzheimer's disease (AD), we performed integrative network analysis using multiple transcriptomic profiles of human brains. With the hypothesis that AD pathology involves the whole cerebrum, we first identified co-expressed modules across multiple cerebral regions of the aging human brain. Among them, two modules (M3 and M8) consisting of 1,429 protein-coding genes were significantly enriched with AD-correlated genes. Differential expression analysis of microarray, bulk RNA-sequencing (RNA-seq) data revealed the dysregulation of M3 and M8 across different cerebral regions in both normal aging and AD. The cell-type enrichment analysis and differential expression analysis at the single-cell resolution indicated the extensive neuronal vulnerability in AD pathogenesis. Transcriptomic-based drug screening from Connectivity Map proposed Gly-His-Lys acetate salt (GHK) as a potential drug candidate that could probably restore the dysregulated genes of the M3 and M8 network. Pretreatment with GHK showed a neuroprotective effect against amyloid-beta-induced injury in differentiated human neuron-like SH-SY5Y cells. Taken together, our findings uncover a dysregulated network disrupted across multiple cerebral regions in AD and propose pretreatment with GHK as a novel neuroprotective strategy against AD.
引用
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页数:15
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