Open AccessJournal Article
Small molecule recognition: solid angles surface representation and molecular shape complementarity.
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TL;DR: Dock 185 receptor-small ligand molecule pairs and find that such a representation performs adequately for the smaller ligands too, and that shape complementarity is also observed.
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Abstract: Here we examine the recognition of small molecules by their protein and DNA receptors. We focus on two questions: First, how well does the solid angle molecular surface representation perform in fitting together the surfaces of small ligands, such as drugs and cofactors to their corresponding receptors; And second, in particular, to what extent does the shape complementarity play a role in the matching (recognition) process of such small molecules. Both questions have been investigated in protein-protein binding: "Critical Points" based on solid angle calculations have been shown to perform well in the matching of large protein molecules. They are robust, may be few in numbers, and capture satisfactorily the molecular shape. Shape complementarity has been shown to be a critical factor in protein-protein recognition, but has not been examined in drug-receptor recognition. To probe these questions, here we dock 185 receptor-small ligand molecule pairs. We find that such a representation performs adequately for the smaller ligands too, and that shape complementarity is also observed. These issues are important, given the large databases of drugs that routinely have to be scanned to find candidate, lead compounds. We have been able to carry out such large scale docking experiments owing to our efficient, computer-vision based docking algorithms. Its fast CPU matching times, on the order of minutes on a PC, allows such large scale docking experiments.
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Citations
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TL;DR: Key concepts and specific features of small-molecule–protein docking methods are reviewed, selected applications are highlighted and recent advances that aim to address the acknowledged limitations of established approaches are discussed.
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TL;DR: The algorithm and various filters used in this work are quite efficient and are able to reduce the number of plausible docking orientations to a size small enough so that a final more complete free energy evaluation on the reduced set becomes computationally feasible.
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Molecular shape analysis based upon the morse-smale complex and the connolly function
Frédéric Cazals,Frédéric Chazal,Thomas Lewiner +2 more
- 08 Jun 2003
TL;DR: In this article, the authors recast the notions of knobs and depressions in the framework of Morse theory for functions defined over two-dimensional manifolds and provided an efficient algorithm for computing the Connolly function over a triangulated surface.
Pseudoreceptor models in drug design: bridging ligand- and receptor-based virtual screening
TL;DR: The field of pseudoreceptor modelling techniques are reviewed along with recent hit and lead finding applications, and the prerequisites, advantages and limitations of the various approaches are critically discussed.
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