Literature DB >> 30359818

Quantitative and systems pharmacology 4. Network-based analysis of drug pleiotropy on coronary artery disease.

Jiansong Fang1, Chuipu Cai1, Yanting Chai1, Jingwei Zhou1, Yujie Huang1, Li Gao2, Qi Wang1, Feixiong Cheng3.   

Abstract

Despite recent advance of therapeutic development, coronary artery disease (CAD) remains one of the major issues to public health. The use of genomics and systems biology approaches to inform drug discovery and development have offered the possibilities for new target identification and in silico drug repurposing. In this study, we propose a network-based, systems pharmacology framework for target identification and drug repurposing in pharmacologic treatment and chemoprevention of CAD. Specifically, we build in silico models by integrating known drug-target interactions, CAD genes derived from the genetic and genomic studies, and the human protein-protein interactome. We demonstrate that the proposed in silico models can successfully uncover approved drugs and novel natural products in potentially treating and preventing CAD. In case studies, we highlight several approved drugs (e.g., fasudil, parecoxib, and dexamethasone) or natural products (e.g., resveratrol, luteolin, daidzein and caffeic acid) with new mechanism-of-action in chemical intervention of CAD by network analysis. In summary, this study offers a powerful systems pharmacology approach for target identification and in silico drug repurposing on CAD.
Copyright © 2018 Elsevier Masson SAS. All rights reserved.

Entities:  

Keywords:  Coronary artery disease; Drug repurposing; Drug-target network; Genomics; Natural product; Protein-protein interaction; Systems pharmacology

Mesh:

Substances:

Year:  2018        PMID: 30359818      PMCID: PMC6263141          DOI: 10.1016/j.ejmech.2018.10.020

Source DB:  PubMed          Journal:  Eur J Med Chem        ISSN: 0223-5234            Impact factor:   6.514


  89 in total

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