Abstract.
Quantitative Structure-Activity Relationship (QSAR) study on 22 1H-indole-3-acetic
acid derivatives with auxin activity was performed by means of Principal
Component Analysis (PCA), Hierarchical Cluster Analysis (HCA), Partial
Least Squares Regression (PLS) and Multiple Linear Regression (MLR). Molecular
geometry of the auxins was optimized at MMFF94 and ab initio B3LYP
6-31G** levels. Modeling of complexes of some auxin molecules with the
auxin binding protein 1 (ABP1) was also carried out. Parsimonius PLS and
MLR models for prediction of optimal and half-optimal auxin concentrations
for Avena L. Sativa coleoptile elongation were obtained with 15
auxins in the training set. HCA and PCA on data for the half-optimal concentration
exhibit auxin clustering with respect to substitutent type and position,
biological activity, and the size of the active site pockets of ABP1. Molecular
graphics of ABP1 – NAA derivative complexes and of the coordination spheres
around NAA (1-naphthalenic acid) hydrogen atoms in the ABP1 – NAA complex
agrees well with the chemometrics/QSAR results.
Keywords.
1H-Indole-3-acetic Acid; Auxin Activity; Chemometrics; QSAR;
Hierarchical Cluster Analysis; Principal Component Analysis; Partial Least
Squares Regression; Substrate Modeling at the Active Site; Ab Initio; Molecular
Mechanics.
Keywords Plus.