Summary
A TOPological Sub-structural MOlecular DEsign (TOPS-MODE) approach was used to predict the soil sorption coefficients for a set of pesticide compounds. The obtained model accounted for more than 85% of the data variance and demonstrated the importance of the dipole moment, the standard distance, the polarizability, and the hydrophobicity in describing the property under study. In addition, we compared this new model to a previous one using different descriptors such as WHIM and molecular connectivity indices. Finally, the TOPS-MODE was used to calculate the contribution of different fragments to the soil sorption coefficient of the compounds studied. The present approximation proved to be a good method for studying the soil sorption coefficient for pesticides, but it could also be extended to other series of chemicals.
Similar content being viewed by others
Abbreviations
- TOPS-MODE:
-
topological sub-structural molecular design approach
- WHIM:
-
weighted holistic invariant molecular descriptors
- QSPR:
-
Quantitative structure property relationships
- QSAR:
-
Quantitative structure activity relationships
References
Cheng, H., Pesticides in the soil environment: Processes, Impact, and modeling, Editor, Soil Science Society of America, Inc., Madison, Wisconsin. 1990.
Briggs, G., Adsorption of pesticides by some Australian soils, Aust. J. Soil Res., 19 (1981) 61–68.
Baker, J.R., Mihelcic, J.R. and Sabljic, A., Reliable QSAR for estimating K o c for persistent organic pollutants: Correlation with molecular connectivity indices. Chemosphere, 2 (2001) 213–221.
Gousheng, L. and Jianguo, Y. QSAR analysis of soil sorption coefficients for polar organic chemicals: Substituted anilines and phenols, Water Research, 10 (2005) 2048–2055.
Gawlik, B.M., Sotiriou, N., Feicht, E.A., Schulte-Hostede, S. and Kettrup, A., Alternatives for the determination of the soil adsorption coefficient K o c of non-ionicorganic compounds – A review, Chemosphere, 34 (1997) 2525–2551.
Estrada, E., Spectral moments of the edge adjacency matrix in molecular graphs. 1. Definition and applications to the prediction of physical properties of alkanes, J. Chem. Inf. Comput. Sci., 36 (1996) 844– 849.
Estrada, E., Spectral moments of the edge adjacency matrix in molecular graphs. 2. Molecules containing heteroatoms and QSAR applications, J. Chem. Inf. Comput. Sci., 37 (1997) 320–328.
González, M.P., González, H.D., Cabrera, M.A. and Molina, R.R., A novel approach to predict a toxicological property of aromatic compounds in the Tetrahymena pyriformis, Bioorg. Med. Chem., 12 (2004) 735–744.
Morales, A.H., González, M.P. and Rieumont, J.B., TOPS-MODE approach to predict mutagenicity in dental monomers, Polymer, 45 (2004) 2045–2050.
González, M.P., Morales, A.H. and Cabrera, M.A., Quantitative structure activity relationship to predict toxicological properties of benzene derivative compounds, Bioorg. Med. Chem., 13 (2005) 1775– 1781.
Morales, A.H., Cabrera, M.A., González, M.P., Molina, R.R., and González, H.D., A topological substructural approach applied to the computational prediction of rodent carcinogenicity, Bioorg. Med. Chem., 13 (2005) 2477–2488.
Gramatica, P., Corradi, M. and Consonni, V., Modelling of soil sorption coefficients of non-ionic organic pesticides by molecular descriptors, Chemosphere., 41 (2000) 763–772.
Gutierrez, Y., Estrada, E., TOPS-MODE (1997) (Topological Sub-Structural Molecular Design) for Windows Version 4.0, Universidad de Santiago de Compostela, Spain.
Gutierrez, Y. & Estrada, E., Modes Lab®, 2002, version 1.0 b.
van der Waterbeemd, H., Discriminant analysis for activity prediction, In: R. Manhnhold, Krogsgaard-Larsen & H. Timmerman (Eds.) Method and Principles in Medicinal Chemistry, vol 2, Chemometric methods in molecular design Ed: H. Van Waterbeemd, VCH, Weinhiem. 1995, pp 265–282.
González, M.P., González, H., Molina, R., Cabrera, M.A. and Ramos, R., TOPS MODE Based QSARs derived from heterogeneous series of compounds. application to the design of new herbicides, J. Chem. Inf. Comput. Sci., 43 (2003) 1192–1199.
Ivanciuc, O., Ivanciuc, T. & Balaban, T., Vertex and edge-weighted molecular graphs and derived structural descriptors. In: Devillers, J. & Balaban, A.T. (Eds.) Topological Indices and Related Descriptors. Gordon and Breach Sci. Pub., The Netherlands, pp. 169–220.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
González, M.P., Helguera, A.M. & Collado, I.G. A topological substructural molecular design to predict soil sorption coefficients for pesticides. Mol Divers 10, 109–118 (2006). https://doi.org/10.1007/s11030-005-9004-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11030-005-9004-2