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Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics
Allostery offers a highly specific way to modulate protein function. Therefore, understanding this mechanism is of increasing interest for protein science and drug discovery. However, allosteric signal transmission is difficult to detect experimentally and to model because it is often mediated by lo...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Federation of American Societies for Experimental Biology
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3290435/ https://www.ncbi.nlm.nih.gov/pubmed/22071506 http://dx.doi.org/10.1096/fj.11-190868 |
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author | Pandini, Alessandro Fornili, Arianna Fraternali, Franca Kleinjung, Jens |
author_facet | Pandini, Alessandro Fornili, Arianna Fraternali, Franca Kleinjung, Jens |
author_sort | Pandini, Alessandro |
collection | PubMed |
description | Allostery offers a highly specific way to modulate protein function. Therefore, understanding this mechanism is of increasing interest for protein science and drug discovery. However, allosteric signal transmission is difficult to detect experimentally and to model because it is often mediated by local structural changes propagating along multiple pathways. To address this, we developed a method to identify communication pathways by an information-theoretical analysis of molecular dynamics simulations. Signal propagation was described as information exchange through a network of correlated local motions, modeled as transitions between canonical states of protein fragments. The method was used to describe allostery in two-component regulatory systems. In particular, the transmission from the allosteric site to the signaling surface of the receiver domain NtrC was shown to be mediated by a layer of hub residues. The location of hubs preferentially connected to the allosteric site was found in close agreement with key residues experimentally identified as involved in the signal transmission. The comparison with the networks of the homologues CheY and FixJ highlighted similarities in their dynamics. In particular, we showed that a preorganized network of fragment connections between the allosteric and functional sites exists already in the inactive state of all three proteins.—Pandini, A., Fornili, A., Fraternali, F., Kleinjung, J. Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics. |
format | Online Article Text |
id | pubmed-3290435 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Federation of American Societies for Experimental Biology |
record_format | MEDLINE/PubMed |
spelling | pubmed-32904352012-03-13 Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics Pandini, Alessandro Fornili, Arianna Fraternali, Franca Kleinjung, Jens FASEB J Research Communications Allostery offers a highly specific way to modulate protein function. Therefore, understanding this mechanism is of increasing interest for protein science and drug discovery. However, allosteric signal transmission is difficult to detect experimentally and to model because it is often mediated by local structural changes propagating along multiple pathways. To address this, we developed a method to identify communication pathways by an information-theoretical analysis of molecular dynamics simulations. Signal propagation was described as information exchange through a network of correlated local motions, modeled as transitions between canonical states of protein fragments. The method was used to describe allostery in two-component regulatory systems. In particular, the transmission from the allosteric site to the signaling surface of the receiver domain NtrC was shown to be mediated by a layer of hub residues. The location of hubs preferentially connected to the allosteric site was found in close agreement with key residues experimentally identified as involved in the signal transmission. The comparison with the networks of the homologues CheY and FixJ highlighted similarities in their dynamics. In particular, we showed that a preorganized network of fragment connections between the allosteric and functional sites exists already in the inactive state of all three proteins.—Pandini, A., Fornili, A., Fraternali, F., Kleinjung, J. Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics. Federation of American Societies for Experimental Biology 2012-02 /pmc/articles/PMC3290435/ /pubmed/22071506 http://dx.doi.org/10.1096/fj.11-190868 Text en © FASEB This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/us/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Communications Pandini, Alessandro Fornili, Arianna Fraternali, Franca Kleinjung, Jens Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title | Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title_full | Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title_fullStr | Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title_full_unstemmed | Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title_short | Detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
title_sort | detection of allosteric signal transmission by information-theoretic analysis of protein dynamics |
topic | Research Communications |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3290435/ https://www.ncbi.nlm.nih.gov/pubmed/22071506 http://dx.doi.org/10.1096/fj.11-190868 |
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