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Pipeline for transferring annotations between proteins beyond globular domains

DisProt is the primary repository of Intrinsically Disordered Proteins (IDPs). This database is manually curated and the annotations there have strong experimental support. Currently, DisProt contains a relatively small number of proteins highlighting the importance of transferring annotations regar...

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Autores principales: Martínez‐Pérez, Elizabeth, Pajkos, Mátyás, Tosatto, Silvio C. E., Gibson, Toby J., Dosztanyi, Zsuzsanna, Marino‐Buslje, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278204/
https://www.ncbi.nlm.nih.gov/pubmed/37167423
http://dx.doi.org/10.1002/pro.4655
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author Martínez‐Pérez, Elizabeth
Pajkos, Mátyás
Tosatto, Silvio C. E.
Gibson, Toby J.
Dosztanyi, Zsuzsanna
Marino‐Buslje, Cristina
author_facet Martínez‐Pérez, Elizabeth
Pajkos, Mátyás
Tosatto, Silvio C. E.
Gibson, Toby J.
Dosztanyi, Zsuzsanna
Marino‐Buslje, Cristina
author_sort Martínez‐Pérez, Elizabeth
collection PubMed
description DisProt is the primary repository of Intrinsically Disordered Proteins (IDPs). This database is manually curated and the annotations there have strong experimental support. Currently, DisProt contains a relatively small number of proteins highlighting the importance of transferring annotations regarding verified disorder state and corresponding functions to homologous proteins in other species. In such a way, providing them with highly valuable information to better understand their biological roles. While the principles and practicalities of homology transfer are well‐established for globular proteins, these are largely lacking for disordered proteins. We used DisProt to evaluate the transferability of the annotation terms to orthologous proteins. For each protein, we looked for their orthologs, with the assumption that they will have a similar function. Then, for each protein and their orthologs, we made multiple sequence alignments (MSAs). Disordered sequences are fast evolving and can be hard to align, therefore, we implemented alignment quality control steps ensuring robust alignments before mapping the annotations. We have designed a pipeline to obtain good‐quality MSAs and to transfer annotations from any protein to their orthologs. Applying the pipeline to DisProt proteins, from the 1731 entries with 5623 annotations, we can reach 97,555 orthologs and transfer a total of 301,190 terms by homology. We also provide a web server for consulting the results of DisProt proteins and execute the pipeline for any other protein. The server Homology Transfer IDP (HoTIDP) is accessible at http://hotidp.leloir.org.ar.
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spelling pubmed-102782042023-07-01 Pipeline for transferring annotations between proteins beyond globular domains Martínez‐Pérez, Elizabeth Pajkos, Mátyás Tosatto, Silvio C. E. Gibson, Toby J. Dosztanyi, Zsuzsanna Marino‐Buslje, Cristina Protein Sci Tools for Protein Science DisProt is the primary repository of Intrinsically Disordered Proteins (IDPs). This database is manually curated and the annotations there have strong experimental support. Currently, DisProt contains a relatively small number of proteins highlighting the importance of transferring annotations regarding verified disorder state and corresponding functions to homologous proteins in other species. In such a way, providing them with highly valuable information to better understand their biological roles. While the principles and practicalities of homology transfer are well‐established for globular proteins, these are largely lacking for disordered proteins. We used DisProt to evaluate the transferability of the annotation terms to orthologous proteins. For each protein, we looked for their orthologs, with the assumption that they will have a similar function. Then, for each protein and their orthologs, we made multiple sequence alignments (MSAs). Disordered sequences are fast evolving and can be hard to align, therefore, we implemented alignment quality control steps ensuring robust alignments before mapping the annotations. We have designed a pipeline to obtain good‐quality MSAs and to transfer annotations from any protein to their orthologs. Applying the pipeline to DisProt proteins, from the 1731 entries with 5623 annotations, we can reach 97,555 orthologs and transfer a total of 301,190 terms by homology. We also provide a web server for consulting the results of DisProt proteins and execute the pipeline for any other protein. The server Homology Transfer IDP (HoTIDP) is accessible at http://hotidp.leloir.org.ar. John Wiley & Sons, Inc. 2023-07-01 /pmc/articles/PMC10278204/ /pubmed/37167423 http://dx.doi.org/10.1002/pro.4655 Text en © 2023 The Authors. Protein Science published by Wiley Periodicals LLC on behalf of The Protein Society. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Tools for Protein Science
Martínez‐Pérez, Elizabeth
Pajkos, Mátyás
Tosatto, Silvio C. E.
Gibson, Toby J.
Dosztanyi, Zsuzsanna
Marino‐Buslje, Cristina
Pipeline for transferring annotations between proteins beyond globular domains
title Pipeline for transferring annotations between proteins beyond globular domains
title_full Pipeline for transferring annotations between proteins beyond globular domains
title_fullStr Pipeline for transferring annotations between proteins beyond globular domains
title_full_unstemmed Pipeline for transferring annotations between proteins beyond globular domains
title_short Pipeline for transferring annotations between proteins beyond globular domains
title_sort pipeline for transferring annotations between proteins beyond globular domains
topic Tools for Protein Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278204/
https://www.ncbi.nlm.nih.gov/pubmed/37167423
http://dx.doi.org/10.1002/pro.4655
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