Epigenetic Drug Repositioning for Alzheimer's Disease Based on Epigenetic Targets in Human Interactome

被引:17
|
作者
Chatterjee, Paulami [1 ]
Roy, Debjani [1 ]
Rathi, Nitin [2 ]
机构
[1] Bose Inst, Dept Biophys, Acharya JC Bose Centenary Bldg, Kolkata 700054, W Bengal, India
[2] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN USA
关键词
Alzheimer's disease; combined interactome; epigenetic drug repositioning; epigenetic drug targets; epigenetic drug-target network; epigenetic protein-protein interaction network; epigenetics; pathway enrichment analysis; BETA PRECURSOR PROTEIN; AMYLOID-BETA; INHIBITION; COGNITION; EXPRESSION; DISCOVERY; PATHOLOGY; RESOURCE; MODEL; MICE;
D O I
10.3233/JAD-161104
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Epigenetics has emerged as an important field in drug discovery. Alzheimer's disease (AD), the leading neurodegenerative disorder throughout the world, is shown to have an epigenetic basis. Currently, there are very few effective epigenetic drugs available for AD. Objective: In this work, for the first time we have proposed 14 AD repositioning epigenetic drugs and identified their targets from extensive human interactome. Methods: Interacting partners of theADepigenetic proteins were identified from the extensive human interactome to construct Epigenetic Protein-Protein Interaction Network (EP-PPIN). Epigenetic Drug-Target Network (EP-DTN) was constructed with the drugs associated with the proteins of EP-PPIN. Regulation of non-coding RNAs associated with the target proteins of these drugs was also studied. AD related target proteins, epigenetic targets, enriched pathways, and functional categories of the proposed repositioning drugs were also studied. Results: The proposed 14 AD epigenetic repositioning drugs have overlapping targets and miRs with known AD epigenetic targets and miRs. Furthermore, several shared functional categories and enriched pathways were obtained for these drugs with FDA approved epigenetic drugs and known AD drugs. Conclusions: The findings of our work might provide insight into future AD epigenetic-therapeutics.
引用
收藏
页码:53 / 65
页数:13
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