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Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway

Protein-protein interactions (PPIs) formed between short linear motifs and globular domains play important roles in many regulatory and signaling processes but are highly underrepresented in current protein-protein interaction databases. These types of interactions are usually characterized by a spe...

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Autores principales: Erdős, Gábor, Szaniszló, Tamás, Pajkos, Mátyás, Hajdu-Soltész, Borbála, Kiss, Bence, Pál, Gábor, Nyitray, László, Dosztányi, Zsuzsanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746249/
https://www.ncbi.nlm.nih.gov/pubmed/29240760
http://dx.doi.org/10.1371/journal.pcbi.1005885
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author Erdős, Gábor
Szaniszló, Tamás
Pajkos, Mátyás
Hajdu-Soltész, Borbála
Kiss, Bence
Pál, Gábor
Nyitray, László
Dosztányi, Zsuzsanna
author_facet Erdős, Gábor
Szaniszló, Tamás
Pajkos, Mátyás
Hajdu-Soltész, Borbála
Kiss, Bence
Pál, Gábor
Nyitray, László
Dosztányi, Zsuzsanna
author_sort Erdős, Gábor
collection PubMed
description Protein-protein interactions (PPIs) formed between short linear motifs and globular domains play important roles in many regulatory and signaling processes but are highly underrepresented in current protein-protein interaction databases. These types of interactions are usually characterized by a specific binding motif that captures the key amino acids shared among the interaction partners. However, the computational proteome-level identification of interaction partners based on the known motif is hindered by the huge number of randomly occurring matches from which biologically relevant motif hits need to be extracted. In this work, we established a novel bioinformatic filtering protocol to efficiently explore interaction network of a hub protein. We introduced a novel measure that enabled the optimization of the elements and parameter settings of the pipeline which was built from multiple sequence-based prediction methods. In addition, data collected from PPI databases and evolutionary analyses were also incorporated to further increase the biological relevance of the identified motif hits. The approach was applied to the dynein light chain LC8, a ubiquitous eukaryotic hub protein that has been suggested to be involved in motor-related functions as well as promoting the dimerization of various proteins by recognizing linear motifs in its partners. From the list of putative binding motifs collected by our protocol, several novel peptides were experimentally verified to bind LC8. Altogether 71 potential new motif instances were identified. The expanded list of LC8 binding partners revealed the evolutionary plasticity of binding partners despite the highly conserved binding interface. In addition, it also highlighted a novel, conserved function of LC8 in the upstream regulation of the Hippo signaling pathway. Beyond the LC8 system, our work also provides general guidelines that can be applied to explore the interaction network of other linear motif binding proteins or protein domains.
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spelling pubmed-57462492018-01-10 Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway Erdős, Gábor Szaniszló, Tamás Pajkos, Mátyás Hajdu-Soltész, Borbála Kiss, Bence Pál, Gábor Nyitray, László Dosztányi, Zsuzsanna PLoS Comput Biol Research Article Protein-protein interactions (PPIs) formed between short linear motifs and globular domains play important roles in many regulatory and signaling processes but are highly underrepresented in current protein-protein interaction databases. These types of interactions are usually characterized by a specific binding motif that captures the key amino acids shared among the interaction partners. However, the computational proteome-level identification of interaction partners based on the known motif is hindered by the huge number of randomly occurring matches from which biologically relevant motif hits need to be extracted. In this work, we established a novel bioinformatic filtering protocol to efficiently explore interaction network of a hub protein. We introduced a novel measure that enabled the optimization of the elements and parameter settings of the pipeline which was built from multiple sequence-based prediction methods. In addition, data collected from PPI databases and evolutionary analyses were also incorporated to further increase the biological relevance of the identified motif hits. The approach was applied to the dynein light chain LC8, a ubiquitous eukaryotic hub protein that has been suggested to be involved in motor-related functions as well as promoting the dimerization of various proteins by recognizing linear motifs in its partners. From the list of putative binding motifs collected by our protocol, several novel peptides were experimentally verified to bind LC8. Altogether 71 potential new motif instances were identified. The expanded list of LC8 binding partners revealed the evolutionary plasticity of binding partners despite the highly conserved binding interface. In addition, it also highlighted a novel, conserved function of LC8 in the upstream regulation of the Hippo signaling pathway. Beyond the LC8 system, our work also provides general guidelines that can be applied to explore the interaction network of other linear motif binding proteins or protein domains. Public Library of Science 2017-12-14 /pmc/articles/PMC5746249/ /pubmed/29240760 http://dx.doi.org/10.1371/journal.pcbi.1005885 Text en © 2017 Erdős et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Erdős, Gábor
Szaniszló, Tamás
Pajkos, Mátyás
Hajdu-Soltész, Borbála
Kiss, Bence
Pál, Gábor
Nyitray, László
Dosztányi, Zsuzsanna
Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title_full Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title_fullStr Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title_full_unstemmed Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title_short Novel linear motif filtering protocol reveals the role of the LC8 dynein light chain in the Hippo pathway
title_sort novel linear motif filtering protocol reveals the role of the lc8 dynein light chain in the hippo pathway
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5746249/
https://www.ncbi.nlm.nih.gov/pubmed/29240760
http://dx.doi.org/10.1371/journal.pcbi.1005885
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