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[] QSAR of natural sesquiterpene lactones as inhibitors of Myb-dependent gene expression

1 Departamento de Ciencias Experimentales y Matemáticas, Facultad de Veterinaria y Ciencias Experimentales, Universidad Católica de Valencia San Vicente Mártir, València, Spain
2 Rowett Institute, University of Aberdeen, Foresterhill, AB25 2ZD Aberdeen, UK
3 ICMol Institut de Ciencia Molecular, Universitat de Valencia, Valencia, España
* Author to whom correspondence should be addressed.
10 October 2017
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Abstract

Protein c-Myb is a therapeutic target. Some sesquiterpene lactones suppress Myb-dependent gene expression, which results in a mechanism for their potential anti-cancer activity. Database ChEMBL is representative of lactones for physicochemical and physiochemical properties. Data presented for 31 natural lactones are discussed in terms of quantitative structure–activity relationships, which objective is to predict inhibitors of Myb-induced gene expression. Several constitutional descriptors are related to structure–activity. a‑Methylene‑g‑lactone groups enhance while OH functions worsen potency. The latter feature is in agreement  with the fact that the more lipophilic the lactone, the greater the cytotoxicity because of the ability to cross lipoidal biomembranes. In general, numbers of p-systems and atoms, and polarizability enhance activity. Linear and nonlinear structure–activity models are developed, between lactones of a great structural diversity, to predict inhibitors of Myb-induced gene expression. Four variables (ML, UNC, TCO+OCOR, UNC+UNA) related to ATOM show a positive correlation because of the partial anionic and H-acceptor characters of O-atom. In most, CO group is conjugated. Term OH shows negative coefficients because of the partial cationic quality of H-atom and because OH forms H-bonds with CO, causing them to be less H-acceptor. s‑trans‑s‑trans‑Germacranolide structure is the most active. Coefficients standard errors result acceptable in almost all equations. After cross-validation, linear equations for lactones, pseudoguaianolides and germacranolides are the most predictive. Most descriptors are constitutional variables.

Keywords

Sesquiterpene lactone; Anticancer; c-Myb; Structure–activity relationship; QSAR; Action mechanism

Cite this article as

Castellano, G.; Redondo-Cuevas, L.; Torrens, F. QSAR of natural sesquiterpene lactones as inhibitors of Myb-dependent gene expression. In Proceedings of the MOL2NET 2017, International Conference on Multidisciplinary Sciences, 3rd edition, 15 February–20 December 2017; Sciforum Electronic Conference Series, Vol. 3, 2017 ; doi:10.3390/mol2net-03-04618

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