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Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy

Advancements in systems biology have resulted in the development of network pharmacology, leading to a paradigm shift from “one-target, one-drug” to “target-network, multi-component therapeutics”. We employ a chimeric approach involving in-vivo assays, gene expression analysis, cheminformatics, and...

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Autores principales: Rai, Aparna, Kumar, Vikas, Jerath, Gaurav, Kartha, C. C., Ramakrishnan, Vibin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884732/
https://www.ncbi.nlm.nih.gov/pubmed/33589646
http://dx.doi.org/10.1038/s41540-021-00171-z
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author Rai, Aparna
Kumar, Vikas
Jerath, Gaurav
Kartha, C. C.
Ramakrishnan, Vibin
author_facet Rai, Aparna
Kumar, Vikas
Jerath, Gaurav
Kartha, C. C.
Ramakrishnan, Vibin
author_sort Rai, Aparna
collection PubMed
description Advancements in systems biology have resulted in the development of network pharmacology, leading to a paradigm shift from “one-target, one-drug” to “target-network, multi-component therapeutics”. We employ a chimeric approach involving in-vivo assays, gene expression analysis, cheminformatics, and network biology to deduce the regulatory actions of a multi-constituent Ayurvedic concoction, Amalaki Rasayana (AR) in animal models for its effect in pressure-overload cardiac hypertrophy. The proteomics analysis of in-vivo assays for Aorta Constricted and Biologically Aged rat models identify proteins expressed under each condition. Network analysis mapping protein–protein interactions and synergistic actions of AR using multi-component networks reveal drug targets such as ACADM, COX4I1, COX6B1, HBB, MYH14, and SLC25A4, as potential pharmacological co-targets for cardiac hypertrophy. Further, five out of eighteen AR constituents potentially target these proteins. We propose a distinct prospective strategy for the discovery of network pharmacological therapies and repositioning of existing drug molecules for treating pressure-overload cardiac hypertrophy.
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spelling pubmed-78847322021-02-25 Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy Rai, Aparna Kumar, Vikas Jerath, Gaurav Kartha, C. C. Ramakrishnan, Vibin NPJ Syst Biol Appl Article Advancements in systems biology have resulted in the development of network pharmacology, leading to a paradigm shift from “one-target, one-drug” to “target-network, multi-component therapeutics”. We employ a chimeric approach involving in-vivo assays, gene expression analysis, cheminformatics, and network biology to deduce the regulatory actions of a multi-constituent Ayurvedic concoction, Amalaki Rasayana (AR) in animal models for its effect in pressure-overload cardiac hypertrophy. The proteomics analysis of in-vivo assays for Aorta Constricted and Biologically Aged rat models identify proteins expressed under each condition. Network analysis mapping protein–protein interactions and synergistic actions of AR using multi-component networks reveal drug targets such as ACADM, COX4I1, COX6B1, HBB, MYH14, and SLC25A4, as potential pharmacological co-targets for cardiac hypertrophy. Further, five out of eighteen AR constituents potentially target these proteins. We propose a distinct prospective strategy for the discovery of network pharmacological therapies and repositioning of existing drug molecules for treating pressure-overload cardiac hypertrophy. Nature Publishing Group UK 2021-02-15 /pmc/articles/PMC7884732/ /pubmed/33589646 http://dx.doi.org/10.1038/s41540-021-00171-z Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Rai, Aparna
Kumar, Vikas
Jerath, Gaurav
Kartha, C. C.
Ramakrishnan, Vibin
Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title_full Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title_fullStr Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title_full_unstemmed Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title_short Mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
title_sort mapping drug-target interactions and synergy in multi-molecular therapeutics for pressure-overload cardiac hypertrophy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884732/
https://www.ncbi.nlm.nih.gov/pubmed/33589646
http://dx.doi.org/10.1038/s41540-021-00171-z
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