Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.

Biological function of proteins is frequently associated with the formation of complexes with small-molecule ligands. Experimental structure determination of such complexes at atomic resolution, however, can be time-consuming and costly. Computational methods for structure prediction of protein/liga...

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Main Authors: Daniel Seeliger, Bert L de Groot
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-01-01
Series:PLoS Computational Biology
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/20066034/?tool=EBI
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spelling doaj-d87e69d23da54738b1c34e2d5de919572021-04-21T15:22:32ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582010-01-0161e100063410.1371/journal.pcbi.1000634Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.Daniel SeeligerBert L de GrootBiological function of proteins is frequently associated with the formation of complexes with small-molecule ligands. Experimental structure determination of such complexes at atomic resolution, however, can be time-consuming and costly. Computational methods for structure prediction of protein/ligand complexes, particularly docking, are as yet restricted by their limited consideration of receptor flexibility, rendering them not applicable for predicting protein/ligand complexes if large conformational changes of the receptor upon ligand binding are involved. Accurate receptor models in the ligand-bound state (holo structures), however, are a prerequisite for successful structure-based drug design. Hence, if only an unbound (apo) structure is available distinct from the ligand-bound conformation, structure-based drug design is severely limited. We present a method to predict the structure of protein/ligand complexes based solely on the apo structure, the ligand and the radius of gyration of the holo structure. The method is applied to ten cases in which proteins undergo structural rearrangements of up to 7.1 A backbone RMSD upon ligand binding. In all cases, receptor models within 1.6 A backbone RMSD to the target were predicted and close-to-native ligand binding poses were obtained for 8 of 10 cases in the top-ranked complex models. A protocol is presented that is expected to enable structure modeling of protein/ligand complexes and structure-based drug design for cases where crystal structures of ligand-bound conformations are not available.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/20066034/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Daniel Seeliger
Bert L de Groot
spellingShingle Daniel Seeliger
Bert L de Groot
Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
PLoS Computational Biology
author_facet Daniel Seeliger
Bert L de Groot
author_sort Daniel Seeliger
title Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
title_short Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
title_full Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
title_fullStr Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
title_full_unstemmed Conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
title_sort conformational transitions upon ligand binding: holo-structure prediction from apo conformations.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2010-01-01
description Biological function of proteins is frequently associated with the formation of complexes with small-molecule ligands. Experimental structure determination of such complexes at atomic resolution, however, can be time-consuming and costly. Computational methods for structure prediction of protein/ligand complexes, particularly docking, are as yet restricted by their limited consideration of receptor flexibility, rendering them not applicable for predicting protein/ligand complexes if large conformational changes of the receptor upon ligand binding are involved. Accurate receptor models in the ligand-bound state (holo structures), however, are a prerequisite for successful structure-based drug design. Hence, if only an unbound (apo) structure is available distinct from the ligand-bound conformation, structure-based drug design is severely limited. We present a method to predict the structure of protein/ligand complexes based solely on the apo structure, the ligand and the radius of gyration of the holo structure. The method is applied to ten cases in which proteins undergo structural rearrangements of up to 7.1 A backbone RMSD upon ligand binding. In all cases, receptor models within 1.6 A backbone RMSD to the target were predicted and close-to-native ligand binding poses were obtained for 8 of 10 cases in the top-ranked complex models. A protocol is presented that is expected to enable structure modeling of protein/ligand complexes and structure-based drug design for cases where crystal structures of ligand-bound conformations are not available.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/20066034/?tool=EBI
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