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Poly(a) selection introduces bias and undue noise in direct RNA-sequencing

BACKGROUND: Genome-wide RNA-sequencing technologies are increasingly critical to a wide variety of diagnostic and research applications. RNA-seq users often first enrich for mRNA, with the most popular enrichment method being poly(A) selection. In many applications it is well-known that poly(A) sele...

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Autores principales: Viscardi, Marcus J., Arribere, Joshua A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306060/
https://www.ncbi.nlm.nih.gov/pubmed/35869428
http://dx.doi.org/10.1186/s12864-022-08762-8
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author Viscardi, Marcus J.
Arribere, Joshua A.
author_facet Viscardi, Marcus J.
Arribere, Joshua A.
author_sort Viscardi, Marcus J.
collection PubMed
description BACKGROUND: Genome-wide RNA-sequencing technologies are increasingly critical to a wide variety of diagnostic and research applications. RNA-seq users often first enrich for mRNA, with the most popular enrichment method being poly(A) selection. In many applications it is well-known that poly(A) selection biases the view of the transcriptome by selecting for longer tailed mRNA species. RESULTS: Here, we show that poly(A) selection biases Oxford Nanopore direct RNA sequencing. As expected, poly(A) selection skews sequenced mRNAs toward longer poly(A) tail lengths. Interestingly, we identify a population of mRNAs (> 10% of genes’ mRNAs) that are inconsistently captured by poly(A) selection due to highly variable poly(A) tails, and demonstrate this phenomenon in our hands and in published data. Importantly, we show poly(A) selection is dispensable for Oxford Nanopore’s direct RNA-seq technique, and demonstrate successful library construction without poly(A) selection, with decreased input, and without loss of quality. CONCLUSIONS: Our work expands the utility of direct RNA-seq by validating the use of total RNA as input, and demonstrates important technical artifacts from poly(A) selection that inconsistently skew mRNA expression and poly(A) tail length measurements. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08762-8.
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spelling pubmed-93060602022-07-23 Poly(a) selection introduces bias and undue noise in direct RNA-sequencing Viscardi, Marcus J. Arribere, Joshua A. BMC Genomics Research BACKGROUND: Genome-wide RNA-sequencing technologies are increasingly critical to a wide variety of diagnostic and research applications. RNA-seq users often first enrich for mRNA, with the most popular enrichment method being poly(A) selection. In many applications it is well-known that poly(A) selection biases the view of the transcriptome by selecting for longer tailed mRNA species. RESULTS: Here, we show that poly(A) selection biases Oxford Nanopore direct RNA sequencing. As expected, poly(A) selection skews sequenced mRNAs toward longer poly(A) tail lengths. Interestingly, we identify a population of mRNAs (> 10% of genes’ mRNAs) that are inconsistently captured by poly(A) selection due to highly variable poly(A) tails, and demonstrate this phenomenon in our hands and in published data. Importantly, we show poly(A) selection is dispensable for Oxford Nanopore’s direct RNA-seq technique, and demonstrate successful library construction without poly(A) selection, with decreased input, and without loss of quality. CONCLUSIONS: Our work expands the utility of direct RNA-seq by validating the use of total RNA as input, and demonstrates important technical artifacts from poly(A) selection that inconsistently skew mRNA expression and poly(A) tail length measurements. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-022-08762-8. BioMed Central 2022-07-22 /pmc/articles/PMC9306060/ /pubmed/35869428 http://dx.doi.org/10.1186/s12864-022-08762-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Research
Viscardi, Marcus J.
Arribere, Joshua A.
Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title_full Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title_fullStr Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title_full_unstemmed Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title_short Poly(a) selection introduces bias and undue noise in direct RNA-sequencing
title_sort poly(a) selection introduces bias and undue noise in direct rna-sequencing
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306060/
https://www.ncbi.nlm.nih.gov/pubmed/35869428
http://dx.doi.org/10.1186/s12864-022-08762-8
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