3D-QSAR studies for the binding affinity toward (R, S)-2-amino-3-(3-hydroxy-5-methylisoxazol-4-yl)-propionic acid receptor.
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 IC50) 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.
Sharma
Ritesh N
RN
S. K. Patel College of Pharmaceutical Education and Research, Ganpat University, Kherva-382711 Gujarat, India. riteshn.sharma@gmail.com
Thakar
Hardik
H
Vasu
Kamala K
KK
Chaturvedi
Subhash C
SC
D000927:Anticonvulsants / Q000737:chemistry* / Q000378:metabolism / Q000494:pharmacology; D001665:Binding Sites; D003198:Computer Simulation; D017076:Computer-Aided Design; D015195:Drug Design; D018691:Excitatory Amino Acid Antagonists / Q000737:chemistry* / Q000378:metabolism / Q000494:pharmacology; D006860:Hydrogen Bonding; D057927:Hydrophobic and Hydrophilic Interactions; D021621:Imaging, Three-Dimensional; D016018:Least-Squares Analysis; D008958:Models, Molecular; D015394:Molecular Structure; D011487:Protein Conformation; D021281:Quantitative Structure-Activity Relationship; D011810:Quinoxalines / Q000737:chemistry* / Q000378:metabolism / Q000494:pharmacology; D018091:Receptors, AMPA / Q000037:antagonists & inhibitors / Q000737:chemistry* / Q000378:metabolism; D055672:Static Electricity; D014230:Triazoles / Q000737:chemistry* / Q000378:metabolism / Q000494:pharmacology
C491900:1,2,4-Triazolo(1,5-a)quinoxaline; D000927:Anticonvulsants; D018691:Excitatory Amino Acid Antagonists; D011810:Quinoxalines; D018091:Receptors, AMPA; D014230:Triazoles