Department of Biophysics, Bose Institute, West Bengal, India.
School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA.
J Alzheimers Dis. 2018;61(1):53-65. doi: 10.3233/JAD-161104.
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.
In this work, for the first time we have proposed 14 AD repositioning epigenetic drugs and identified their targets from extensive human interactome.
Interacting partners of the AD epigenetic 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.
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.
The findings of our work might provide insight into future AD epigenetic-therapeutics.
表观遗传学已成为药物发现领域的一个重要分支。阿尔茨海默病(AD)是全球主要的神经退行性疾病,其发病机制与表观遗传学密切相关。目前,针对 AD 的表观遗传药物非常有限。
本研究首次从广泛的人类相互作用组中鉴定了 14 种 AD 重定位表观遗传药物及其作用靶点。
从广泛的人类相互作用组中鉴定 AD 表观遗传蛋白的相互作用伙伴,构建表观遗传蛋白-蛋白相互作用网络(EP-PPIN)。将与 EP-PPIN 蛋白相关的药物构建成表观遗传药物-靶点网络(EP-DTN)。还研究了与这些药物的靶点蛋白相关的非编码 RNA 的调控。此外,还研究了所提出的重定位药物的 AD 相关靶蛋白、表观遗传靶标、富集途径和功能类别。
所提出的 14 种 AD 表观遗传重定位药物与已知的 AD 表观遗传靶标和 miRs 具有重叠的靶点和 miRs。此外,与 FDA 批准的表观遗传药物和已知的 AD 药物相比,这些药物还具有一些共同的功能类别和富集途径。
本研究结果可能为未来的 AD 表观遗传治疗提供新的思路。