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Computational analysis of the amino acid interactions that promote or decrease protein solubility
The solubility of globular proteins is a basic biophysical property that is usually a prerequisite for their functioning. In this study, we probed the solubility of globular proteins with the help of the statistical potential formalism, in view of objectifying the connection of solubility with struc...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168528/ https://www.ncbi.nlm.nih.gov/pubmed/30279585 http://dx.doi.org/10.1038/s41598-018-32988-w |
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author | Hou, Qingzhen Bourgeas, Raphaël Pucci, Fabrizio Rooman, Marianne |
author_facet | Hou, Qingzhen Bourgeas, Raphaël Pucci, Fabrizio Rooman, Marianne |
author_sort | Hou, Qingzhen |
collection | PubMed |
description | The solubility of globular proteins is a basic biophysical property that is usually a prerequisite for their functioning. In this study, we probed the solubility of globular proteins with the help of the statistical potential formalism, in view of objectifying the connection of solubility with structural and energetic properties and of the solubility-dependence of specific amino acid interactions. We started by setting up two independent datasets containing either soluble or aggregation-prone proteins with known structures. From these two datasets, we computed solubility-dependent distance potentials that are by construction biased towards the solubility of the proteins from which they are derived. Their analysis showed the clear preference of amino acid interactions such as Lys-containing salt bridges and aliphatic interactions to promote protein solubility, whereas others such as aromatic, His-π, cation-π, amino-π and anion-π interactions rather tend to reduce it. These results indicate that interactions involving delocalized π-electrons favor aggregation, unlike those involving no (or few) dispersion forces. Furthermore, using our potentials derived from either highly or weakly soluble proteins to compute protein folding free energies, we found that the difference between these two energies correlates better with solubility than other properties analyzed before such as protein length, isoelectric point and aliphatic index. This is, to the best of our knowledge, the first comprehensive in silico study of the impact of residue-residue interactions on protein solubility properties.The results of this analysis provide new insights that will facilitate future rational protein design applications aimed at modulating the solubility of targeted proteins. |
format | Online Article Text |
id | pubmed-6168528 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61685282018-10-05 Computational analysis of the amino acid interactions that promote or decrease protein solubility Hou, Qingzhen Bourgeas, Raphaël Pucci, Fabrizio Rooman, Marianne Sci Rep Article The solubility of globular proteins is a basic biophysical property that is usually a prerequisite for their functioning. In this study, we probed the solubility of globular proteins with the help of the statistical potential formalism, in view of objectifying the connection of solubility with structural and energetic properties and of the solubility-dependence of specific amino acid interactions. We started by setting up two independent datasets containing either soluble or aggregation-prone proteins with known structures. From these two datasets, we computed solubility-dependent distance potentials that are by construction biased towards the solubility of the proteins from which they are derived. Their analysis showed the clear preference of amino acid interactions such as Lys-containing salt bridges and aliphatic interactions to promote protein solubility, whereas others such as aromatic, His-π, cation-π, amino-π and anion-π interactions rather tend to reduce it. These results indicate that interactions involving delocalized π-electrons favor aggregation, unlike those involving no (or few) dispersion forces. Furthermore, using our potentials derived from either highly or weakly soluble proteins to compute protein folding free energies, we found that the difference between these two energies correlates better with solubility than other properties analyzed before such as protein length, isoelectric point and aliphatic index. This is, to the best of our knowledge, the first comprehensive in silico study of the impact of residue-residue interactions on protein solubility properties.The results of this analysis provide new insights that will facilitate future rational protein design applications aimed at modulating the solubility of targeted proteins. Nature Publishing Group UK 2018-10-02 /pmc/articles/PMC6168528/ /pubmed/30279585 http://dx.doi.org/10.1038/s41598-018-32988-w Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hou, Qingzhen Bourgeas, Raphaël Pucci, Fabrizio Rooman, Marianne Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title | Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title_full | Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title_fullStr | Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title_full_unstemmed | Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title_short | Computational analysis of the amino acid interactions that promote or decrease protein solubility |
title_sort | computational analysis of the amino acid interactions that promote or decrease protein solubility |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168528/ https://www.ncbi.nlm.nih.gov/pubmed/30279585 http://dx.doi.org/10.1038/s41598-018-32988-w |
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