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Template-switching artifacts resemble alternative polyadenylation

BACKGROUND: Alternative polyadenylation is commonly examined using cDNA sequencing, which is known to be affected by template-switching artifacts. However, the effects of such template-switching artifacts on alternative polyadenylation are generally disregarded, while alternative polyadenylation art...

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Autores principales: Balázs, Zsolt, Tombácz, Dóra, Csabai, Zsolt, Moldován, Norbert, Snyder, Michael, Boldogkői, Zsolt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839120/
https://www.ncbi.nlm.nih.gov/pubmed/31703623
http://dx.doi.org/10.1186/s12864-019-6199-7
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author Balázs, Zsolt
Tombácz, Dóra
Csabai, Zsolt
Moldován, Norbert
Snyder, Michael
Boldogkői, Zsolt
author_facet Balázs, Zsolt
Tombácz, Dóra
Csabai, Zsolt
Moldován, Norbert
Snyder, Michael
Boldogkői, Zsolt
author_sort Balázs, Zsolt
collection PubMed
description BACKGROUND: Alternative polyadenylation is commonly examined using cDNA sequencing, which is known to be affected by template-switching artifacts. However, the effects of such template-switching artifacts on alternative polyadenylation are generally disregarded, while alternative polyadenylation artifacts are attributed to internal priming. RESULTS: Here, we analyzed both long-read cDNA sequencing and direct RNA sequencing data of two organisms, generated by different sequencing platforms. We developed a filtering algorithm which takes into consideration that template-switching can be a source of artifactual polyadenylation when filtering out spurious polyadenylation sites. The algorithm outperformed the conventional internal priming filters based on comparison to direct RNA sequencing data. We also showed that the polyadenylation artifacts arise in cDNA sequencing at consecutive stretches of as few as three adenines. There was no substantial difference between the lengths of poly(A) tails at the artifactual and the true transcriptional end sites even though it is expected that internal priming artifacts have shorter poly(A) tails than genuine polyadenylated reads. CONCLUSIONS: Our findings suggest that template switching plays an important role in the generation of spurious polyadenylation and support the need for more rigorous filtering of artifactual polyadenylation sites in cDNA data, or that alternative polyadenylation should be annotated using native RNA sequencing.
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spelling pubmed-68391202019-11-12 Template-switching artifacts resemble alternative polyadenylation Balázs, Zsolt Tombácz, Dóra Csabai, Zsolt Moldován, Norbert Snyder, Michael Boldogkői, Zsolt BMC Genomics Research Article BACKGROUND: Alternative polyadenylation is commonly examined using cDNA sequencing, which is known to be affected by template-switching artifacts. However, the effects of such template-switching artifacts on alternative polyadenylation are generally disregarded, while alternative polyadenylation artifacts are attributed to internal priming. RESULTS: Here, we analyzed both long-read cDNA sequencing and direct RNA sequencing data of two organisms, generated by different sequencing platforms. We developed a filtering algorithm which takes into consideration that template-switching can be a source of artifactual polyadenylation when filtering out spurious polyadenylation sites. The algorithm outperformed the conventional internal priming filters based on comparison to direct RNA sequencing data. We also showed that the polyadenylation artifacts arise in cDNA sequencing at consecutive stretches of as few as three adenines. There was no substantial difference between the lengths of poly(A) tails at the artifactual and the true transcriptional end sites even though it is expected that internal priming artifacts have shorter poly(A) tails than genuine polyadenylated reads. CONCLUSIONS: Our findings suggest that template switching plays an important role in the generation of spurious polyadenylation and support the need for more rigorous filtering of artifactual polyadenylation sites in cDNA data, or that alternative polyadenylation should be annotated using native RNA sequencing. BioMed Central 2019-11-08 /pmc/articles/PMC6839120/ /pubmed/31703623 http://dx.doi.org/10.1186/s12864-019-6199-7 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Balázs, Zsolt
Tombácz, Dóra
Csabai, Zsolt
Moldován, Norbert
Snyder, Michael
Boldogkői, Zsolt
Template-switching artifacts resemble alternative polyadenylation
title Template-switching artifacts resemble alternative polyadenylation
title_full Template-switching artifacts resemble alternative polyadenylation
title_fullStr Template-switching artifacts resemble alternative polyadenylation
title_full_unstemmed Template-switching artifacts resemble alternative polyadenylation
title_short Template-switching artifacts resemble alternative polyadenylation
title_sort template-switching artifacts resemble alternative polyadenylation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6839120/
https://www.ncbi.nlm.nih.gov/pubmed/31703623
http://dx.doi.org/10.1186/s12864-019-6199-7
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