Comprehensive analysis of the lncRNA-associated ceRNA network identifies neuroinflammation biomarkers for Alzheimer's disease

被引:24
|
作者
Zhou, Yuanshuai [1 ]
Xu, Zhongjuan [2 ,3 ]
Yu, Yanzhen [2 ,3 ]
Cao, Junjun [2 ,3 ]
Qiao, Yong [2 ]
Qiao, Hong [4 ]
Suo, Guangli [2 ]
机构
[1] Chinese Acad Sci, Suzhou Inst Biomed Engn & Technol, Jiangsu Key Lab Med Opt, Suzhou 215163, Jiangsu, Peoples R China
[2] Chinese Acad Sci, CAS Key Lab Nanobio Interface, Suzhou Inst Nanotech & Nanobion, 398 Ruoshui Rd,Suzhou Ind Pk, Suzhou 215123, Jiangsu, Peoples R China
[3] Univ Sci & Technol China, Hefei 230026, Anhui, Peoples R China
[4] Univ Texas Austin, Dept Mol Biosci, Austin, TX 78712 USA
基金
中国国家自然科学基金;
关键词
NONCODING RNA FUNCTIONS; AMYLOID BETA-PROTEIN; REGULATORY NETWORK; UP-REGULATION; BRAIN; GENE; DYSFUNCTION; DEPRESSION; PREDICTION; OLIGOMERS;
D O I
10.1039/c9mo00129h
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Accumulating evidence has highlighted the important roles of long non-coding RNAs (lncRNAs) acting as competing endogenous RNAs (ceRNAs) in Alzheimer's disease (AD). In this study, we constructed an AD-derived lncRNA-associated ceRNA network (LncACeNET) based on the ceRNA hypothesis and co-expressed correlation analysis of RNAs (miRNAs, mRNAs and lncRNAs) from AD patients. Based on this network, we preliminarily identified new potential AD biomarkers including hsa-miR-155-5p, CERS6-AS1, and CTB-89H12.4. The functional enrichment analysis demonstrated that these inferred biomarkers were significantly correlated with AD-related biological processes such as neuron projection development and neuron projection morphogenesis. Notably, lncRNA CTB-89H12.4 is significantly associated with "calcium ion-regulated exocytosis of neurotransmitter", "chemical synaptic transmission", "presynaptic membrane assembly", "receptor localization to synapse", and "learning". This indicates the important role of CTB-89H12.4 as a promising target for AD therapy. Subsequently, we used the computational pipeline DTINet and discovered 19 lines of probable therapeutic relationships between FDA-approved drugs and CTB-89H12.4, which offered a new avenue to repurpose existing FDA-approved drugs for AD indication. Our study provides a new landscape for LncACeNET in AD, and will benefit mechanism study and new drug development for AD.
引用
收藏
页码:459 / 469
页数:11
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