Network pharmacology-based virtual screening of natural products from Clerodendrum species for identification of novel anti-cancer therapeutics
- 22 December 2016
- journal article
- research article
- Published by Oxford University Press (OUP) in Molecular BioSystems
- Vol. 13 (2) , 406-416
Abstract
Plant-derived natural products (NPs) play a vital role in the discovery of new drug molecules and these are used for development of novel therapeutic drugs for a specific disease target. Literature review suggests that natural products possess strong inhibitory efficacy against various types of cancer cells. Clerodendrum indicum and Clerodendrum serratum are reported to have anticancer activity; therefore a study was carried out to identify selective anticancer agents from these plants species. In this report, we employed a docking weighted network pharmacological approach to understand the multi-therapeutics potentiality of C. indicum and C. serratum against various types of cancer. A library of 53 natural products derived from these plants was compiled from the literature and three dimensional space analyses were performed in order to establish the drug-likeness of the NPs library. Further, an NPs–cancer network was built based on docking. We predicted five compounds, namely apigenin 7-glucoside, hispidulin, scutellarein-7-O-beta-D-glucuronate, acteoside and verbascoside, to be potential binding therapeutics for cancer target proteins. Apigenin 7-glucoside and hispidulin were found to have maximum binding interactions (relationship) with 17 cancer drug targets in terms of docking weighted network pharmacological analysis. Hence, we used an integrative approach obtained from network pharmacology for identifying combinatorial drug actions against the cancer targets. We believe that our present study may provide important clues for finding novel drug inhibitors for cancer.Keywords
This publication has 45 references indexed in Scilit:
- Use of Natural Products as Chemical Library for Drug Discovery and Network PharmacologyPLOS ONE, 2013
- Development, evaluation and application of 3D QSAR Pharmacophore model in the discovery of potential human renin inhibitorsBMC Bioinformatics, 2011
- Cytoscape 2.8: new features for data integration and network visualizationBioinformatics, 2010
- Selective fraction of Scutellaria baicalensis and its chemopreventive effects on MCF-7 human breast cancer cellsPhytomedicine, 2010
- Models for prevention and treatment of cancer: Problems vs promisesBiochemical Pharmacology, 2009
- Network analyses in systems pharmacologyBioinformatics, 2009
- Synergistic drug combinations tend to improve therapeutically relevant selectivityNature Biotechnology, 2009
- Natural products in drug discoveryDrug Discovery Today, 2008
- A robustness-based approach to systems-oriented drug designNature Reviews Drug Discovery, 2007
- UCSF Chimera—A visualization system for exploratory research and analysisJournal of Computational Chemistry, 2004