QUANTITATIVE STRUCTURE-ACTIVITY
RELATIONSHIP (QSAR). V. ANALYSIS OF THE
TOXICITY OF ALIPHATIC ESTERS BY MEANS
OF MOLECULAR COMPRESSIBILITY
DESCRIPTORS.
VICENŢIU VLAIA1* TUDOR OLARIU1, LAVINIA VLAIA2,
MARIUS BUTUR3, CIPRIAN CIUBOTARIU4, MIHAI MEDELEANU5,
DAN CIUBOTARIU1
University of Medicine and Pharmacy “Victor Babeş”, Faculty of Pharmacy
1Department of Organic Chemistry,
2Department of Pharmaceutical Technology,
3Department of Mathematics and Biostatistics,
4Technical University “Politehnica” Timisoara, Department of Computer
Sciences
5Technical University “Politehnica” Timisoara, Department of Organic
Chemistry
*corresponding author: vlaiav@yahoo.com
Download Full Article
Abstract:
The present work represents an attempt to correlate toxicity of aliphatic esters
using calculated molecular descriptors based on properties of the molecular van der Waals
(vdW) space considered compressible in some extent. Assuming that a molecule can be
compressed from the greatest sphere, corresponding to the vdW surface Sw , to the smallest
sphere, corresponding to the vdW volume,Vw , we developed three i-dimensional structural
parameters CiD, i=1,2,3, which are measures of compressibility in iD molecular vdW space.
CiD compressibility measures of the vdW molecular space were tested with good
results on a series of 56 aliphatic esters exhibiting toxicity to ciliate protozoan Tetrahymena
pyriformis. A reduced series of 49 esters was obtained by outlier statistical analysis. The
quality and the robustness of all the QSAR models were analyzed. For the QSAR model
wherein C2D was used as predictor variable, the external cross-validation was performed.
The goodness of fit and the predictive power of the QSAR models developed in this study
show that accurately describing the toxicity of aliphatic esters with a single correlation
equation is quite feasible if the physical meaning of the molecular descriptors is clear.
Top