Cargando…

FLARE: a fast and flexible workflow for identifying RNA editing foci

BACKGROUND: Fusion of RNA-binding proteins (RBPs) to RNA base-editing enzymes (such as APOBEC1 or ADAR) has emerged as a powerful tool for the discovery of RBP binding sites. However, current methods that analyze sequencing data from RNA-base editing experiments are vulnerable to false positives due...

Descripción completa

Detalles Bibliográficos
Autores principales: Kofman, Eric, Yee, Brian, Medina-Munoz, Hugo C., Yeo, Gene W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544219/
https://www.ncbi.nlm.nih.gov/pubmed/37784060
http://dx.doi.org/10.1186/s12859-023-05452-4
_version_ 1785114457775538176
author Kofman, Eric
Yee, Brian
Medina-Munoz, Hugo C.
Yeo, Gene W.
author_facet Kofman, Eric
Yee, Brian
Medina-Munoz, Hugo C.
Yeo, Gene W.
author_sort Kofman, Eric
collection PubMed
description BACKGROUND: Fusion of RNA-binding proteins (RBPs) to RNA base-editing enzymes (such as APOBEC1 or ADAR) has emerged as a powerful tool for the discovery of RBP binding sites. However, current methods that analyze sequencing data from RNA-base editing experiments are vulnerable to false positives due to off-target editing, genetic variation and sequencing errors. RESULTS: We present FLagging Areas of RNA-editing Enrichment (FLARE), a Snakemake-based pipeline that builds on the outputs of the SAILOR edit site discovery tool to identify regions statistically enriched for RNA editing. FLARE can be configured to analyze any type of RNA editing, including C to U and A to I. We applied FLARE to C-to-U editing data from a RBFOX2-APOBEC1 STAMP experiment, to show that our approach attains high specificity for detecting RBFOX2 binding sites. We also applied FLARE to detect regions of exogenously introduced as well as endogenous A-to-I editing. CONCLUSIONS: FLARE is a fast and flexible workflow that identifies significantly edited regions from RNA-seq data. The FLARE codebase is available at https://github.com/YeoLab/FLARE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-023-05452-4.
format Online
Article
Text
id pubmed-10544219
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-105442192023-10-03 FLARE: a fast and flexible workflow for identifying RNA editing foci Kofman, Eric Yee, Brian Medina-Munoz, Hugo C. Yeo, Gene W. BMC Bioinformatics Software BACKGROUND: Fusion of RNA-binding proteins (RBPs) to RNA base-editing enzymes (such as APOBEC1 or ADAR) has emerged as a powerful tool for the discovery of RBP binding sites. However, current methods that analyze sequencing data from RNA-base editing experiments are vulnerable to false positives due to off-target editing, genetic variation and sequencing errors. RESULTS: We present FLagging Areas of RNA-editing Enrichment (FLARE), a Snakemake-based pipeline that builds on the outputs of the SAILOR edit site discovery tool to identify regions statistically enriched for RNA editing. FLARE can be configured to analyze any type of RNA editing, including C to U and A to I. We applied FLARE to C-to-U editing data from a RBFOX2-APOBEC1 STAMP experiment, to show that our approach attains high specificity for detecting RBFOX2 binding sites. We also applied FLARE to detect regions of exogenously introduced as well as endogenous A-to-I editing. CONCLUSIONS: FLARE is a fast and flexible workflow that identifies significantly edited regions from RNA-seq data. The FLARE codebase is available at https://github.com/YeoLab/FLARE. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-023-05452-4. BioMed Central 2023-10-02 /pmc/articles/PMC10544219/ /pubmed/37784060 http://dx.doi.org/10.1186/s12859-023-05452-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 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
Kofman, Eric
Yee, Brian
Medina-Munoz, Hugo C.
Yeo, Gene W.
FLARE: a fast and flexible workflow for identifying RNA editing foci
title FLARE: a fast and flexible workflow for identifying RNA editing foci
title_full FLARE: a fast and flexible workflow for identifying RNA editing foci
title_fullStr FLARE: a fast and flexible workflow for identifying RNA editing foci
title_full_unstemmed FLARE: a fast and flexible workflow for identifying RNA editing foci
title_short FLARE: a fast and flexible workflow for identifying RNA editing foci
title_sort flare: a fast and flexible workflow for identifying rna editing foci
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10544219/
https://www.ncbi.nlm.nih.gov/pubmed/37784060
http://dx.doi.org/10.1186/s12859-023-05452-4
work_keys_str_mv AT kofmaneric flareafastandflexibleworkflowforidentifyingrnaeditingfoci
AT yeebrian flareafastandflexibleworkflowforidentifyingrnaeditingfoci
AT medinamunozhugoc flareafastandflexibleworkflowforidentifyingrnaeditingfoci
AT yeogenew flareafastandflexibleworkflowforidentifyingrnaeditingfoci