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Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis

BACKGROUND: Post-transcriptional regulation via RNA-binding proteins plays a fundamental role in every organism, but the regulatory mechanisms lack important understanding. Nevertheless, they can be elucidated by cross-linking immunoprecipitation in combination with high-throughput sequencing (CLIP-...

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Autores principales: Heyl, Florian, Maticzka, Daniel, Uhl, Michael, Backofen, Rolf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7657819/
https://www.ncbi.nlm.nih.gov/pubmed/33179042
http://dx.doi.org/10.1093/gigascience/giaa108
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author Heyl, Florian
Maticzka, Daniel
Uhl, Michael
Backofen, Rolf
author_facet Heyl, Florian
Maticzka, Daniel
Uhl, Michael
Backofen, Rolf
author_sort Heyl, Florian
collection PubMed
description BACKGROUND: Post-transcriptional regulation via RNA-binding proteins plays a fundamental role in every organism, but the regulatory mechanisms lack important understanding. Nevertheless, they can be elucidated by cross-linking immunoprecipitation in combination with high-throughput sequencing (CLIP-Seq). CLIP-Seq answers questions about the functional role of an RNA-binding protein and its targets by determining binding sites on a nucleotide level and associated sequence and structural binding patterns. In recent years the amount of CLIP-Seq data skyrocketed, urging the need for an automatic data analysis that can deal with different experimental set-ups. However, noncanonical data, new protocols, and a huge variety of tools, especially for peak calling, made it difficult to define a standard. FINDINGS: CLIP-Explorer is a flexible and reproducible data analysis pipeline for iCLIP data that supports for the first time eCLIP, FLASH, and uvCLAP data. Individual steps like peak calling can be changed to adapt to different experimental settings. We validate CLIP-Explorer on eCLIP data, finding similar or nearly identical motifs for various proteins in comparison with other databases. In addition, we detect new sequence motifs for PTBP1 and U2AF2. Finally, we optimize the peak calling with 3 different peak callers on RBFOX2 data, discuss the difficulty of the peak-calling step, and give advice for different experimental set-ups. CONCLUSION: CLIP-Explorer finally fills the demand for a flexible CLIP-Seq data analysis pipeline that is applicable to the up-to-date CLIP protocols. The article further shows the limitations of current peak-calling algorithms and the importance of a robust peak detection.
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spelling pubmed-76578192020-11-18 Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis Heyl, Florian Maticzka, Daniel Uhl, Michael Backofen, Rolf Gigascience Review BACKGROUND: Post-transcriptional regulation via RNA-binding proteins plays a fundamental role in every organism, but the regulatory mechanisms lack important understanding. Nevertheless, they can be elucidated by cross-linking immunoprecipitation in combination with high-throughput sequencing (CLIP-Seq). CLIP-Seq answers questions about the functional role of an RNA-binding protein and its targets by determining binding sites on a nucleotide level and associated sequence and structural binding patterns. In recent years the amount of CLIP-Seq data skyrocketed, urging the need for an automatic data analysis that can deal with different experimental set-ups. However, noncanonical data, new protocols, and a huge variety of tools, especially for peak calling, made it difficult to define a standard. FINDINGS: CLIP-Explorer is a flexible and reproducible data analysis pipeline for iCLIP data that supports for the first time eCLIP, FLASH, and uvCLAP data. Individual steps like peak calling can be changed to adapt to different experimental settings. We validate CLIP-Explorer on eCLIP data, finding similar or nearly identical motifs for various proteins in comparison with other databases. In addition, we detect new sequence motifs for PTBP1 and U2AF2. Finally, we optimize the peak calling with 3 different peak callers on RBFOX2 data, discuss the difficulty of the peak-calling step, and give advice for different experimental set-ups. CONCLUSION: CLIP-Explorer finally fills the demand for a flexible CLIP-Seq data analysis pipeline that is applicable to the up-to-date CLIP protocols. The article further shows the limitations of current peak-calling algorithms and the importance of a robust peak detection. Oxford University Press 2020-11-11 /pmc/articles/PMC7657819/ /pubmed/33179042 http://dx.doi.org/10.1093/gigascience/giaa108 Text en © The Author(s) 2020. Published by Oxford University Press GigaScience. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Heyl, Florian
Maticzka, Daniel
Uhl, Michael
Backofen, Rolf
Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title_full Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title_fullStr Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title_full_unstemmed Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title_short Galaxy CLIP-Explorer: a web server for CLIP-Seq data analysis
title_sort galaxy clip-explorer: a web server for clip-seq data analysis
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7657819/
https://www.ncbi.nlm.nih.gov/pubmed/33179042
http://dx.doi.org/10.1093/gigascience/giaa108
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