Acta Pharm. 58 (2008) 335-345
Short communication
3D-QSAR
studies for the binding affinity toward (R,S)-2-amino-3-(3-hydroxy-5-methylisoxazol-4-yl)-propionic
acid receptor
RITESH N. SHARMA1*,
HARDIK THAKAR2, KAMALA K. VASU2, SUBHASH C. CHATURVEDI
riteshn.sharma@gmail.com
S. K. Patel College of
Pharmaceutical Education and Research, Ganpat University, Kherva-382711,
Gujarat, India
B. V. Patel Pharmaceutical
Education and Research Development (PERD) Centre, Thaltej-Gandhinagar Highway,
Thaltej, Ahmedabad-380054, Gujarat, India
School of Pharmacy, Devi
Ahilya Vishwavidyalaya, Indore-452017, M.P., India
Accepted July 24, 2008
An approach for binding
affinity evaluation is suggested and exemplified using a set of triazolo
[1,5-a] quinoxaline for
the (R,S)-2-amino-3-(3-hydroxy-5-methylisoxazol-4-yl)-propionic acid
(AMPA) receptor. Biological activity toward the AMPA receptor (expressed
as -log IC5O) was taken as a dependent variable for building
Comparative Molecular Field Analysis (CoMFA) and Comparative Molecular
Similarity Indices Analysis (CoMSIA) models. The resulting models show the ways
of increasing the binding affinity to the AMPA receptor as a potential target
for epilepsy. The statistically significant results show that the
cross-validated r2CV
value (0.766) for the CoMFA model is greater than (0.758) for the CoMSIA
model. The non-cross validated run giving the coefficient of determination
r2 values of 0.944 and 0.919
for CoMFA and CoMSIA, respectively, provided good correlation between the
observed and computed affinities of the training set compounds. The resulting
CoMFA and CoMSIA models indicate that steric, electrostatic, hydrophobic
(lipophilic), hydrogen bond donor and acceptor substituents play a significant
role in increasing the binding affinity and selectivity of the compounds toward
the AMPA receptor.
Keywords: binding affinity, 3D-QSAR,
CoMFA, CoMSIA, AMPA receptor