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StrongestPath: a Cytoscape application for protein–protein interaction analysis
BACKGROUND: StrongestPath is a Cytoscape 3 application that enables the analysis of interactions between two proteins or groups of proteins in a collection of protein–protein interaction (PPI) network or signaling network databases. When there are different levels of confidence over the interactions...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8244221/ https://www.ncbi.nlm.nih.gov/pubmed/34187355 http://dx.doi.org/10.1186/s12859-021-04230-4 |
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author | Mousavian, Zaynab Khodabandeh, Mehran Sharifi-Zarchi, Ali Nadafian, Alireza Mahmoudi, Alireza |
author_facet | Mousavian, Zaynab Khodabandeh, Mehran Sharifi-Zarchi, Ali Nadafian, Alireza Mahmoudi, Alireza |
author_sort | Mousavian, Zaynab |
collection | PubMed |
description | BACKGROUND: StrongestPath is a Cytoscape 3 application that enables the analysis of interactions between two proteins or groups of proteins in a collection of protein–protein interaction (PPI) network or signaling network databases. When there are different levels of confidence over the interactions, the application is able to process them and identify the cascade of interactions with the highest total confidence score. Given a set of proteins, StrongestPath can extract a set of possible interactions between the input proteins, and expand the network by adding new proteins that have the most interactions with highest total confidence to the current network of proteins. The application can also identify any activating or inhibitory regulatory paths between two distinct sets of transcription factors and target genes. This application can be used on the built-in human and mouse PPI or signaling databases, or any user-provided database for some organism. RESULTS: Our results on 12 signaling pathways from the NetPath database demonstrate that the application can be used for indicating proteins which may play significant roles in a pathway by finding the strongest path(s) in the PPI or signaling network. CONCLUSION: Easy access to multiple public large databases, generating output in a short time, addressing some key challenges in one platform, and providing a user-friendly graphical interface make StrongestPath an extremely useful application. |
format | Online Article Text |
id | pubmed-8244221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82442212021-06-30 StrongestPath: a Cytoscape application for protein–protein interaction analysis Mousavian, Zaynab Khodabandeh, Mehran Sharifi-Zarchi, Ali Nadafian, Alireza Mahmoudi, Alireza BMC Bioinformatics Software BACKGROUND: StrongestPath is a Cytoscape 3 application that enables the analysis of interactions between two proteins or groups of proteins in a collection of protein–protein interaction (PPI) network or signaling network databases. When there are different levels of confidence over the interactions, the application is able to process them and identify the cascade of interactions with the highest total confidence score. Given a set of proteins, StrongestPath can extract a set of possible interactions between the input proteins, and expand the network by adding new proteins that have the most interactions with highest total confidence to the current network of proteins. The application can also identify any activating or inhibitory regulatory paths between two distinct sets of transcription factors and target genes. This application can be used on the built-in human and mouse PPI or signaling databases, or any user-provided database for some organism. RESULTS: Our results on 12 signaling pathways from the NetPath database demonstrate that the application can be used for indicating proteins which may play significant roles in a pathway by finding the strongest path(s) in the PPI or signaling network. CONCLUSION: Easy access to multiple public large databases, generating output in a short time, addressing some key challenges in one platform, and providing a user-friendly graphical interface make StrongestPath an extremely useful application. BioMed Central 2021-06-29 /pmc/articles/PMC8244221/ /pubmed/34187355 http://dx.doi.org/10.1186/s12859-021-04230-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Software Mousavian, Zaynab Khodabandeh, Mehran Sharifi-Zarchi, Ali Nadafian, Alireza Mahmoudi, Alireza StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title | StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title_full | StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title_fullStr | StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title_full_unstemmed | StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title_short | StrongestPath: a Cytoscape application for protein–protein interaction analysis |
title_sort | strongestpath: a cytoscape application for protein–protein interaction analysis |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8244221/ https://www.ncbi.nlm.nih.gov/pubmed/34187355 http://dx.doi.org/10.1186/s12859-021-04230-4 |
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