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Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved
We provide the first high-throughput analysis of the properties and functional role of Low Complexity Regions (LCRs) in more than 1500 prokaryotic and phage proteomes. We observe that, contrary to a widespread belief based on older and sparse data, LCRs actually have a significant, persistent and hi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821194/ https://www.ncbi.nlm.nih.gov/pubmed/31504783 http://dx.doi.org/10.1093/nar/gkz730 |
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author | Ntountoumi, Chrysa Vlastaridis, Panayotis Mossialos, Dimitris Stathopoulos, Constantinos Iliopoulos, Ioannis Promponas, Vasilios Oliver, Stephen G Amoutzias, Grigoris D |
author_facet | Ntountoumi, Chrysa Vlastaridis, Panayotis Mossialos, Dimitris Stathopoulos, Constantinos Iliopoulos, Ioannis Promponas, Vasilios Oliver, Stephen G Amoutzias, Grigoris D |
author_sort | Ntountoumi, Chrysa |
collection | PubMed |
description | We provide the first high-throughput analysis of the properties and functional role of Low Complexity Regions (LCRs) in more than 1500 prokaryotic and phage proteomes. We observe that, contrary to a widespread belief based on older and sparse data, LCRs actually have a significant, persistent and highly conserved presence and role in many and diverse prokaryotes. Their specific amino acid content is linked to proteins with certain molecular functions, such as the binding of RNA, DNA, metal-ions and polysaccharides. In addition, LCRs have been repeatedly identified in very ancient, and usually highly expressed proteins of the translation machinery. At last, based on the amino acid content enriched in certain categories, we have developed a neural network web server to identify LCRs and accurately predict whether they can bind nucleic acids, metal-ions or are involved in chaperone functions. An evaluation of the tool showed that it is highly accurate for eukaryotic proteins as well. |
format | Online Article Text |
id | pubmed-6821194 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68211942019-11-04 Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved Ntountoumi, Chrysa Vlastaridis, Panayotis Mossialos, Dimitris Stathopoulos, Constantinos Iliopoulos, Ioannis Promponas, Vasilios Oliver, Stephen G Amoutzias, Grigoris D Nucleic Acids Res Computational Biology We provide the first high-throughput analysis of the properties and functional role of Low Complexity Regions (LCRs) in more than 1500 prokaryotic and phage proteomes. We observe that, contrary to a widespread belief based on older and sparse data, LCRs actually have a significant, persistent and highly conserved presence and role in many and diverse prokaryotes. Their specific amino acid content is linked to proteins with certain molecular functions, such as the binding of RNA, DNA, metal-ions and polysaccharides. In addition, LCRs have been repeatedly identified in very ancient, and usually highly expressed proteins of the translation machinery. At last, based on the amino acid content enriched in certain categories, we have developed a neural network web server to identify LCRs and accurately predict whether they can bind nucleic acids, metal-ions or are involved in chaperone functions. An evaluation of the tool showed that it is highly accurate for eukaryotic proteins as well. Oxford University Press 2019-11-04 2019-09-04 /pmc/articles/PMC6821194/ /pubmed/31504783 http://dx.doi.org/10.1093/nar/gkz730 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Computational Biology Ntountoumi, Chrysa Vlastaridis, Panayotis Mossialos, Dimitris Stathopoulos, Constantinos Iliopoulos, Ioannis Promponas, Vasilios Oliver, Stephen G Amoutzias, Grigoris D Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title | Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title_full | Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title_fullStr | Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title_full_unstemmed | Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title_short | Low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
title_sort | low complexity regions in the proteins of prokaryotes perform important functional roles and are highly conserved |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821194/ https://www.ncbi.nlm.nih.gov/pubmed/31504783 http://dx.doi.org/10.1093/nar/gkz730 |
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