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Molecules 2010, 15(10), 7363-7377;

Chemometric Studies on Natural Products as Potential Inhibitors of the NADH Oxidase from Trypanosoma cruzi Using the VolSurf Approach

LTF, University Federal of Paraíba, Campus I, João Pessoa-PB, Brazil
LAPEN, Department of Pharmacy, Faculty of Pharmaceutical Sciences, University of São Paulo - USP, São Paulo, SP, 05508-900, Brazil
Centro de Ciências Aplicadas e Educação Campus IV - Litoral Norte, University Federal of Paraíba, Brazil
Author to whom correspondence should be addressed.
Received: 16 September 2010 / Revised: 5 October 2010 / Accepted: 11 October 2010 / Published: 21 October 2010
(This article belongs to the Special Issue Phenolics and Polyphenolics)
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Natural products have widespread biological activities, including inhibition of mitochondrial enzyme systems. Some of these activities, for example cytotoxicity, may be the result of alteration of cellular bioenergetics. Based on previous computer-aided drug design (CADD) studies and considering reported data on structure-activity relationships (SAR), an assumption regarding the mechanism of action of natural products against parasitic infections involves the NADH-oxidase inhibition. In this study, chemometric tools, such as: Principal Component Analysis (PCA), Consensus PCA (CPCA), and partial least squares regression (PLS), were applied to a set of forty natural compounds, acting as NADH-oxidase inhibitors. The calculations were performed using the VolSurf+ program. The formalisms employed generated good exploratory and predictive results. The independent variables or descriptors having a hydrophobic profile were strongly correlated to the biological data. View Full-Text
Keywords: natural products; VolSurf; antichagasic agents natural products; VolSurf; antichagasic agents

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Scotti, L.; Ferreira, E.I.; Silva, M.S.; Scotti, M.T. Chemometric Studies on Natural Products as Potential Inhibitors of the NADH Oxidase from Trypanosoma cruzi Using the VolSurf Approach. Molecules 2010, 15, 7363-7377.

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