Cargando…
Intrinsically disordered proteins (IDPs) in trypanosomatids
BACKGROUND: Proteins are composed of one or more amino acid chains and exhibit several structure levels. IDPs (intrinsically disordered proteins) represent a class of proteins that do not fold into any particular conformation and exist as dynamic ensembles in their native state. Due to their intrins...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378006/ https://www.ncbi.nlm.nih.gov/pubmed/25496281 http://dx.doi.org/10.1186/1471-2164-15-1100 |
_version_ | 1782364006486376448 |
---|---|
author | Ruy, Patrícia de Cássia Torrieri, Raul Toledo, Juliano Simões Alves, Viviane de Souza Cruz, Angela Kaysel Ruiz, Jeronimo Conceição |
author_facet | Ruy, Patrícia de Cássia Torrieri, Raul Toledo, Juliano Simões Alves, Viviane de Souza Cruz, Angela Kaysel Ruiz, Jeronimo Conceição |
author_sort | Ruy, Patrícia de Cássia |
collection | PubMed |
description | BACKGROUND: Proteins are composed of one or more amino acid chains and exhibit several structure levels. IDPs (intrinsically disordered proteins) represent a class of proteins that do not fold into any particular conformation and exist as dynamic ensembles in their native state. Due to their intrinsic adaptability, IDPs participate in many regulatory biological processes, including parasite immune escape. Using the information from trypanosomatids proteomes, we developed a pipeline for the identification, characterization and analysis of IDPs. The pipeline employs six disorder prediction methodologies and integrates structural and functional annotation information, subcellular location prediction and physicochemical properties. At the core of the IDP pipeline, there is a relational database that describes the protein disorder knowledge in a logically consistent manner. RESULTS: The results obtained from the IDP pipeline showed that Leishmania and Trypanosoma species have approximately 70% and 55% IDPs, respectively. Our results indicate that IDPs in trypanosomatids contain disorder-promoting amino acids and order-promoting amino acids. The functional annotation analysis demonstrated enrichment of selected Gene Ontology terms. A relevant association was observed between the disordered residue numbers within predicted IDPs and their subcellular location, lack of transmembrane domains and lack of predicted function. We validated our computational findings with 2D electrophoresis designed for IDP identification and found that 100% of the identified protein spots were predicted in silico. CONCLUSIONS: Because there is no pipeline or database addressing IDPs in trypanosomatids, the pipeline described here represents the first attempt to establish possible correlations between protein function and structural disorder in these eukaryotes. Interestingly, all significant associations detected in the contingency analysis were observed when the protein disorder content reached approximately 40%. The exploratory data analysis allowed us to develop hypotheses regarding the IDPs’ association with key biological features of these parasites, including transcription and transcriptional regulation, RNA processing and splicing, and cytoskeleton. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1100) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4378006 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-43780062015-03-31 Intrinsically disordered proteins (IDPs) in trypanosomatids Ruy, Patrícia de Cássia Torrieri, Raul Toledo, Juliano Simões Alves, Viviane de Souza Cruz, Angela Kaysel Ruiz, Jeronimo Conceição BMC Genomics Research Article BACKGROUND: Proteins are composed of one or more amino acid chains and exhibit several structure levels. IDPs (intrinsically disordered proteins) represent a class of proteins that do not fold into any particular conformation and exist as dynamic ensembles in their native state. Due to their intrinsic adaptability, IDPs participate in many regulatory biological processes, including parasite immune escape. Using the information from trypanosomatids proteomes, we developed a pipeline for the identification, characterization and analysis of IDPs. The pipeline employs six disorder prediction methodologies and integrates structural and functional annotation information, subcellular location prediction and physicochemical properties. At the core of the IDP pipeline, there is a relational database that describes the protein disorder knowledge in a logically consistent manner. RESULTS: The results obtained from the IDP pipeline showed that Leishmania and Trypanosoma species have approximately 70% and 55% IDPs, respectively. Our results indicate that IDPs in trypanosomatids contain disorder-promoting amino acids and order-promoting amino acids. The functional annotation analysis demonstrated enrichment of selected Gene Ontology terms. A relevant association was observed between the disordered residue numbers within predicted IDPs and their subcellular location, lack of transmembrane domains and lack of predicted function. We validated our computational findings with 2D electrophoresis designed for IDP identification and found that 100% of the identified protein spots were predicted in silico. CONCLUSIONS: Because there is no pipeline or database addressing IDPs in trypanosomatids, the pipeline described here represents the first attempt to establish possible correlations between protein function and structural disorder in these eukaryotes. Interestingly, all significant associations detected in the contingency analysis were observed when the protein disorder content reached approximately 40%. The exploratory data analysis allowed us to develop hypotheses regarding the IDPs’ association with key biological features of these parasites, including transcription and transcriptional regulation, RNA processing and splicing, and cytoskeleton. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1100) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-13 /pmc/articles/PMC4378006/ /pubmed/25496281 http://dx.doi.org/10.1186/1471-2164-15-1100 Text en © Ruy et al.; licensee BioMed Central. 2014 This article is published under license to BioMed Central Ltd. 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 use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Ruy, Patrícia de Cássia Torrieri, Raul Toledo, Juliano Simões Alves, Viviane de Souza Cruz, Angela Kaysel Ruiz, Jeronimo Conceição Intrinsically disordered proteins (IDPs) in trypanosomatids |
title | Intrinsically disordered proteins (IDPs) in trypanosomatids |
title_full | Intrinsically disordered proteins (IDPs) in trypanosomatids |
title_fullStr | Intrinsically disordered proteins (IDPs) in trypanosomatids |
title_full_unstemmed | Intrinsically disordered proteins (IDPs) in trypanosomatids |
title_short | Intrinsically disordered proteins (IDPs) in trypanosomatids |
title_sort | intrinsically disordered proteins (idps) in trypanosomatids |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378006/ https://www.ncbi.nlm.nih.gov/pubmed/25496281 http://dx.doi.org/10.1186/1471-2164-15-1100 |
work_keys_str_mv | AT ruypatriciadecassia intrinsicallydisorderedproteinsidpsintrypanosomatids AT torrieriraul intrinsicallydisorderedproteinsidpsintrypanosomatids AT toledojulianosimoes intrinsicallydisorderedproteinsidpsintrypanosomatids AT alvesvivianedesouza intrinsicallydisorderedproteinsidpsintrypanosomatids AT cruzangelakaysel intrinsicallydisorderedproteinsidpsintrypanosomatids AT ruizjeronimoconceicao intrinsicallydisorderedproteinsidpsintrypanosomatids |