Literature DB >> 16163449

In-silico screening using flexible ligand binding pockets: a molecular dynamics-based approach.

Dakshanamurthy Sivanesan1, Rajendram V Rajnarayanan, Jason Doherty, Nagarajan Pattabiraman.   

Abstract

In-silico screening of flexible ligands against flexible ligand binding pockets (LBP) is an emerging approach in structure-based drug discovery. Here, we describe a molecular dynamics (MD) based docking approach to investigate the influence on the high-throughput in-silico screening of small molecules against flexible ligand binding pockets. In our approach, an ensemble of 51 energetically favorable structures of the LBP of human estrogen receptor alpha (hERalpha) were collected from 3 ns MD simulations. In-silico screening of 3500 endocrine disrupting compounds against these flexible ligand binding pockets resulted in thousands of ER-ligand complexes of which 582 compounds were unique. Detailed analysis of MD generated structures showed that only 17 of the LBP residues significantly contribute to the overall binding pocket flexibility. Using the flexible LBP conformations generated, we have identified 32 compounds that bind better to the flexible ligand-binding pockets compared to the crystal structure. These compounds, though chemically divergent, are structurally similar to the natural hormone. Our MD-based approach in conjunction with grid-based distributed computing could be applied routinely for in-silico screening of large databases against any given target.

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Year:  2005        PMID: 16163449     DOI: 10.1007/s10822-005-4788-9

Source DB:  PubMed          Journal:  J Comput Aided Mol Des        ISSN: 0920-654X            Impact factor:   3.686


  31 in total

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5.  Dictionary of protein secondary structure: pattern recognition of hydrogen-bonded and geometrical features.

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Journal:  Biopolymers       Date:  1983-12       Impact factor: 2.505

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Journal:  J Am Chem Soc       Date:  2001-06-06       Impact factor: 15.419

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8.  Prediction of ligand binding affinity and orientation of xenoestrogens to the estrogen receptor by molecular dynamics simulations and the linear interaction energy method.

Authors:  Marola M H van Lipzig; Antonius M ter Laak; Aldo Jongejan; Nico P E Vermeulen; Mirjam Wamelink; Daan Geerke; John H N Meerman
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Journal:  Biochemistry       Date:  2002-12-31       Impact factor: 3.162

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  11 in total

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6.  Naturally occurring polyphenol, morin hydrate, inhibits enzymatic activity of N-methylpurine DNA glycosylase, a DNA repair enzyme with various roles in human disease.

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7.  Improving structure-based function prediction using molecular dynamics.

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8.  Allelic variation in KIR2DL3 generates a KIR2DL2-like receptor with increased binding to its HLA-C ligand.

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9.  Molecular docking screens using comparative models of proteins.

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10.  Identification of xenoestrogens in food additives by an integrated in silico and in vitro approach.

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