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The importance of template choice in homology modeling. A 5-HT6R case study
Journal of Cheminformatics volume 5, Article number: P8 (2013)
Over the years, homology modelling has grown into an important tool for biochemistry and pharmacology. It allows prediction of three-dimensional structure of proteins, which have not been resolved with empirical methods. The final outcome of such research is affected by many factors, the choice of template being a crucial one.
Current paradigm states, that proteins with the smallest evolutionary distance and thus, the highest identity/similarity, to the target, should achieve the highest performance. The goal of this research was to verify the credibility of this assumption when incorporating homology models into Virtual Screening protocol.
The target for this case study is 5-HT6R, which belongs to class A GPCR, and as a trans-membrane protein, is extremely hard to crystallize or solubilize. This makes standard protein structure assessment inexplicably difficult, however a few members of class A GPCR had their structure solved. 5-HT6R itself is involved in learning, memorizing and overall cognition processes, and is a target in anti-depression drug research [1, 2].
This study comprised of homology modelling of 5-HT6R based on seven available GPCR templates (A2A, beta1, beta2, CXCR4, D3, H1, rhodopsin), and further verification of created models by means of ligand docking (Glide). The quality of generated structures was assessed in three subsequent steps, each consisting of different compounds sets for docking procedure. The final models were selected basing on the number of active ligands to decoys docked ratio. Interestingly, the templates used to construct the most successful models were not the evolutionarily closest ones, therefore putting the existing paradigm into question when it comes to VS application.
Perez-Garcé G, Meneses A: Oral administration of the 5-HT6 receptor antagonists SB-357134 and SB-399885 improves memory formation in an autoshaping learning task. Pharmacol biochem behav. 2005, 81: 673-682. 10.1016/j.pbb.2005.05.005.
King MV, Marsden CA, Fone KCF: A role for the 5-HT(1A), 5-HT4 and 5-HT6 receptors in learning and memory. Trends pharmacol sci. 2008, 29: 482-492. 10.1016/j.tips.2008.07.001.
This study was supported by project UDA-POIG.01.03.01-12-100/08-00 co-financed by European Union from the European Fund of Regional Development (EFRD); http://www.prokog.pl.
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Rataj, K., Witek, J., Mordalski, S. et al. The importance of template choice in homology modeling. A 5-HT6R case study. J Cheminform 5, P8 (2013) doi:10.1186/1758-2946-5-S1-P8
- Homology Modelling
- Virtual Screening
- Evolutionary Distance
- Successful Model