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tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing

Polyadenylation at the 3′-end is a major regulator of messenger RNA and its length is known to affect nuclear export, stability, and translation, among others. Only recently have strategies emerged that allow for genome-wide poly(A) length assessment. These methods identify genes connected to poly(A...

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Autores principales: Krause, Maximilian, Niazi, Adnan M., Labun, Kornel, Torres Cleuren, Yamila N., Müller, Florian S., Valen, Eivind
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6800471/
https://www.ncbi.nlm.nih.gov/pubmed/31266821
http://dx.doi.org/10.1261/rna.071332.119
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author Krause, Maximilian
Niazi, Adnan M.
Labun, Kornel
Torres Cleuren, Yamila N.
Müller, Florian S.
Valen, Eivind
author_facet Krause, Maximilian
Niazi, Adnan M.
Labun, Kornel
Torres Cleuren, Yamila N.
Müller, Florian S.
Valen, Eivind
author_sort Krause, Maximilian
collection PubMed
description Polyadenylation at the 3′-end is a major regulator of messenger RNA and its length is known to affect nuclear export, stability, and translation, among others. Only recently have strategies emerged that allow for genome-wide poly(A) length assessment. These methods identify genes connected to poly(A) tail measurements indirectly by short-read alignment to genetic 3′-ends. Concurrently, Oxford Nanopore Technologies (ONT) established full-length isoform-specific RNA sequencing containing the entire poly(A) tail. However, assessing poly(A) length through base-calling has so far not been possible due to the inability to resolve long homopolymeric stretches in ONT sequencing. Here we present tailfindr, an R package to estimate poly(A) tail length on ONT long-read sequencing data. tailfindr operates on unaligned, base-called data. It measures poly(A) tail length from both native RNA and DNA sequencing, which makes poly(A) tail studies by full-length cDNA approaches possible for the first time. We assess tailfindr’s performance across different poly(A) lengths, demonstrating that tailfindr is a versatile tool providing poly(A) tail estimates across a wide range of sequencing conditions.
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spelling pubmed-68004712019-10-31 tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing Krause, Maximilian Niazi, Adnan M. Labun, Kornel Torres Cleuren, Yamila N. Müller, Florian S. Valen, Eivind RNA Bioinformatics Polyadenylation at the 3′-end is a major regulator of messenger RNA and its length is known to affect nuclear export, stability, and translation, among others. Only recently have strategies emerged that allow for genome-wide poly(A) length assessment. These methods identify genes connected to poly(A) tail measurements indirectly by short-read alignment to genetic 3′-ends. Concurrently, Oxford Nanopore Technologies (ONT) established full-length isoform-specific RNA sequencing containing the entire poly(A) tail. However, assessing poly(A) length through base-calling has so far not been possible due to the inability to resolve long homopolymeric stretches in ONT sequencing. Here we present tailfindr, an R package to estimate poly(A) tail length on ONT long-read sequencing data. tailfindr operates on unaligned, base-called data. It measures poly(A) tail length from both native RNA and DNA sequencing, which makes poly(A) tail studies by full-length cDNA approaches possible for the first time. We assess tailfindr’s performance across different poly(A) lengths, demonstrating that tailfindr is a versatile tool providing poly(A) tail estimates across a wide range of sequencing conditions. Cold Spring Harbor Laboratory Press 2019-10 /pmc/articles/PMC6800471/ /pubmed/31266821 http://dx.doi.org/10.1261/rna.071332.119 Text en © 2019 Krause et al.; Published by Cold Spring Harbor Laboratory Press for the RNA Society http://creativecommons.org/licenses/by/4.0/ This article, published in RNA, is available under a Creative Commons License (Attribution 4.0 International), as described at http://creativecommons.org/licenses/by/4.0/.
spellingShingle Bioinformatics
Krause, Maximilian
Niazi, Adnan M.
Labun, Kornel
Torres Cleuren, Yamila N.
Müller, Florian S.
Valen, Eivind
tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title_full tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title_fullStr tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title_full_unstemmed tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title_short tailfindr: alignment-free poly(A) length measurement for Oxford Nanopore RNA and DNA sequencing
title_sort tailfindr: alignment-free poly(a) length measurement for oxford nanopore rna and dna sequencing
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6800471/
https://www.ncbi.nlm.nih.gov/pubmed/31266821
http://dx.doi.org/10.1261/rna.071332.119
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