Application of Molecular Topology for the Prediction of Reaction Yields and Anti-Inflammatory Activity of Heterocyclic Amidine Derivatives

Autor: Ramón García-Domenech, María Gálvez-Llompart, Jorge Gálvez, Jordi Pla-Franco
Jazyk: angličtina
Rok vydání: 2011
Předmět:
Zdroj: International Journal of Molecular Sciences, Vol 12, Iss 2, Pp 1281-1292 (2011)
Druh dokumentu: article
ISSN: 1422-0067
DOI: 10.3390/ijms12021281
Popis: Topological-mathematical models based on multiple linear regression analyses have been built to predict the reaction yields and the anti-inflammatory activity of a set of heterocylic amidine derivatives, synthesized under environmental friendly conditions, using microwave irradiation. Two models with three variables each were selected. The models were validated by cross-validation and randomization tests. The final outcome demonstrates a good agreement between the predicted and experimental results, confirming the robustness of the method. These models also enabled the screening of virtual libraries for new amidine derivatives predicted to show higher values of reaction yields and anti-inflammatory activity.
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