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SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing

As a fundamental aspect of normal cell signaling and disease states, there is great interest in determining alternative splicing (AS) changes in physiologic, pathologic, and pharmacologic settings. High throughput RNA sequencing and specialized software to detect AS has greatly enhanced our ability...

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Autores principales: Flemington, Erik K, Flemington, Samuel A, O’Grady, Tina M, Baddoo, Melody, Nguyen, Trang, Dong, Yan, Ungerleider, Nathan A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123099/
https://www.ncbi.nlm.nih.gov/pubmed/36864749
http://dx.doi.org/10.1093/nar/gkad111
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author Flemington, Erik K
Flemington, Samuel A
O’Grady, Tina M
Baddoo, Melody
Nguyen, Trang
Dong, Yan
Ungerleider, Nathan A
author_facet Flemington, Erik K
Flemington, Samuel A
O’Grady, Tina M
Baddoo, Melody
Nguyen, Trang
Dong, Yan
Ungerleider, Nathan A
author_sort Flemington, Erik K
collection PubMed
description As a fundamental aspect of normal cell signaling and disease states, there is great interest in determining alternative splicing (AS) changes in physiologic, pathologic, and pharmacologic settings. High throughput RNA sequencing and specialized software to detect AS has greatly enhanced our ability to determine transcriptome-wide splicing changes. Despite the richness of this data, deriving meaning from sometimes thousands of AS events is a substantial bottleneck for most investigators. We present SpliceTools, a suite of data processing modules that arms investigators with the ability to quickly produce summary statistics, mechanistic insights, and functional significance of AS changes through command line or through an online user interface. Utilizing RNA-seq datasets for 186 RNA binding protein knockdowns, nonsense mediated RNA decay inhibition, and pharmacologic splicing inhibition, we illustrate the utility of SpliceTools to distinguish splicing disruption from regulated transcript isoform changes, we show the broad transcriptome footprint of the pharmacologic splicing inhibitor, indisulam, we illustrate the utility in uncovering mechanistic underpinnings of splicing inhibition, we identify predicted neo-epitopes in pharmacologic splicing inhibition, and we show the impact of splicing alterations induced by indisulam on cell cycle progression. Together, SpliceTools puts rapid and easy downstream analysis at the fingertips of any investigator studying AS.
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spelling pubmed-101230992023-04-25 SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing Flemington, Erik K Flemington, Samuel A O’Grady, Tina M Baddoo, Melody Nguyen, Trang Dong, Yan Ungerleider, Nathan A Nucleic Acids Res Methods Online As a fundamental aspect of normal cell signaling and disease states, there is great interest in determining alternative splicing (AS) changes in physiologic, pathologic, and pharmacologic settings. High throughput RNA sequencing and specialized software to detect AS has greatly enhanced our ability to determine transcriptome-wide splicing changes. Despite the richness of this data, deriving meaning from sometimes thousands of AS events is a substantial bottleneck for most investigators. We present SpliceTools, a suite of data processing modules that arms investigators with the ability to quickly produce summary statistics, mechanistic insights, and functional significance of AS changes through command line or through an online user interface. Utilizing RNA-seq datasets for 186 RNA binding protein knockdowns, nonsense mediated RNA decay inhibition, and pharmacologic splicing inhibition, we illustrate the utility of SpliceTools to distinguish splicing disruption from regulated transcript isoform changes, we show the broad transcriptome footprint of the pharmacologic splicing inhibitor, indisulam, we illustrate the utility in uncovering mechanistic underpinnings of splicing inhibition, we identify predicted neo-epitopes in pharmacologic splicing inhibition, and we show the impact of splicing alterations induced by indisulam on cell cycle progression. Together, SpliceTools puts rapid and easy downstream analysis at the fingertips of any investigator studying AS. Oxford University Press 2023-03-02 /pmc/articles/PMC10123099/ /pubmed/36864749 http://dx.doi.org/10.1093/nar/gkad111 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Flemington, Erik K
Flemington, Samuel A
O’Grady, Tina M
Baddoo, Melody
Nguyen, Trang
Dong, Yan
Ungerleider, Nathan A
SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title_full SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title_fullStr SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title_full_unstemmed SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title_short SpliceTools, a suite of downstream RNA splicing analysis tools to investigate mechanisms and impact of alternative splicing
title_sort splicetools, a suite of downstream rna splicing analysis tools to investigate mechanisms and impact of alternative splicing
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123099/
https://www.ncbi.nlm.nih.gov/pubmed/36864749
http://dx.doi.org/10.1093/nar/gkad111
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