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CrossCheck: an open-source web tool for high-throughput screen data analysis

Modern high-throughput screening methods allow researchers to generate large datasets that potentially contain important biological information. However, oftentimes, picking relevant hits from such screens and generating testable hypotheses requires training in bioinformatics and the skills to effic...

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Autores principales: Najafov, Jamil, Najafov, Ayaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5517520/
https://www.ncbi.nlm.nih.gov/pubmed/28724888
http://dx.doi.org/10.1038/s41598-017-05960-3
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author Najafov, Jamil
Najafov, Ayaz
author_facet Najafov, Jamil
Najafov, Ayaz
author_sort Najafov, Jamil
collection PubMed
description Modern high-throughput screening methods allow researchers to generate large datasets that potentially contain important biological information. However, oftentimes, picking relevant hits from such screens and generating testable hypotheses requires training in bioinformatics and the skills to efficiently perform database mining. There are currently no tools available to general public that allow users to cross-reference their screen datasets with published screen datasets. To this end, we developed CrossCheck, an online platform for high-throughput screen data analysis. CrossCheck is a centralized database that allows effortless comparison of the user-entered list of gene symbols with 16,231 published datasets. These datasets include published data from genome-wide RNAi and CRISPR screens, interactome proteomics and phosphoproteomics screens, cancer mutation databases, low-throughput studies of major cell signaling mediators, such as kinases, E3 ubiquitin ligases and phosphatases, and gene ontological information. Moreover, CrossCheck includes a novel database of predicted protein kinase substrates, which was developed using proteome-wide consensus motif searches. CrossCheck dramatically simplifies high-throughput screen data analysis and enables researchers to dig deep into the published literature and streamline data-driven hypothesis generation. CrossCheck is freely accessible as a web-based application at http://proteinguru.com/crosscheck.
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spelling pubmed-55175202017-07-20 CrossCheck: an open-source web tool for high-throughput screen data analysis Najafov, Jamil Najafov, Ayaz Sci Rep Article Modern high-throughput screening methods allow researchers to generate large datasets that potentially contain important biological information. However, oftentimes, picking relevant hits from such screens and generating testable hypotheses requires training in bioinformatics and the skills to efficiently perform database mining. There are currently no tools available to general public that allow users to cross-reference their screen datasets with published screen datasets. To this end, we developed CrossCheck, an online platform for high-throughput screen data analysis. CrossCheck is a centralized database that allows effortless comparison of the user-entered list of gene symbols with 16,231 published datasets. These datasets include published data from genome-wide RNAi and CRISPR screens, interactome proteomics and phosphoproteomics screens, cancer mutation databases, low-throughput studies of major cell signaling mediators, such as kinases, E3 ubiquitin ligases and phosphatases, and gene ontological information. Moreover, CrossCheck includes a novel database of predicted protein kinase substrates, which was developed using proteome-wide consensus motif searches. CrossCheck dramatically simplifies high-throughput screen data analysis and enables researchers to dig deep into the published literature and streamline data-driven hypothesis generation. CrossCheck is freely accessible as a web-based application at http://proteinguru.com/crosscheck. Nature Publishing Group UK 2017-07-19 /pmc/articles/PMC5517520/ /pubmed/28724888 http://dx.doi.org/10.1038/s41598-017-05960-3 Text en © The Author(s) 2017 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Najafov, Jamil
Najafov, Ayaz
CrossCheck: an open-source web tool for high-throughput screen data analysis
title CrossCheck: an open-source web tool for high-throughput screen data analysis
title_full CrossCheck: an open-source web tool for high-throughput screen data analysis
title_fullStr CrossCheck: an open-source web tool for high-throughput screen data analysis
title_full_unstemmed CrossCheck: an open-source web tool for high-throughput screen data analysis
title_short CrossCheck: an open-source web tool for high-throughput screen data analysis
title_sort crosscheck: an open-source web tool for high-throughput screen data analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5517520/
https://www.ncbi.nlm.nih.gov/pubmed/28724888
http://dx.doi.org/10.1038/s41598-017-05960-3
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