AI Article Synopsis

  • Peripherally acting cannabinoid 1 (CB1) receptor antagonists show promise for treating obesity with fewer side effects compared to central agents.
  • A dataset of 72 compounds based on a specific chemical structure was analyzed to study their biological activity and create three-dimensional models to predict their efficacy.
  • The CoMSIA model outperformed others in predicting the effectiveness of these compounds, leading to the design of new selective CB1 receptor antagonists.

Article Abstract

Peripherally acting cannabinoid 1 (CB1) receptor antagonists are considered as potential therapeutics for the treatment of obesity with desired efficacy and reduced central nervous system side effects. A dataset of 72 compounds containing the 1,5-diaryl pyrazole basic skeleton having peripheral CB1 receptor antagonistic activity was utilized for three-dimensional quantitative structure-activity relationship studies. Compounds of the series exhibited high variations in the biological activity and chemical structures. Different types of molecular alignments, such as atom-based, data-based, centroid-based and centroid/atom-based were utilized to develop the best CoMFA model. The best CoMFA model was obtained with a database alignment and the same alignment was further used for the development of a CoMSIA model. The best developed CoMFA model had [Formula: see text] with six components, [Formula: see text] while the best developed CoMSIA model had [Formula: see text] with six components, [Formula: see text] and [Formula: see text] The predictive [Formula: see text] values of these two models showed test set predictions of 0.528 and 0.679 for the best CoMFA and CoMSIA models, respectively. Based on a higher [Formula: see text] value, the CoMSIA model was found to be the best one. The prediction accuracy and reliability of the best developed CoMSIA model have been validated using well-established methods. Using the inputs from the best CoMSIA contour maps, several novel highly selective peripherally acting CB1 receptor antagonists have been designed and reported herein.

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Source
http://dx.doi.org/10.1007/s11030-015-9611-5DOI Listing

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