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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory Press
2019
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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. |
format | Online Article Text |
id | pubmed-6800471 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Cold Spring Harbor Laboratory Press |
record_format | MEDLINE/PubMed |
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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