Template-switching artifacts resemble alternative polyadenylation

Abstract 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 polyadenyla...

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Main Authors: Zsolt Balázs, Dóra Tombácz, Zsolt Csabai, Norbert Moldován, Michael Snyder, Zsolt Boldogkői
Format: Article
Language:English
Published: BMC 2019-11-01
Series:BMC Genomics
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12864-019-6199-7
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spelling doaj-56fe98e627614afcba8c13a4602188e12020-11-25T03:58:27ZengBMCBMC Genomics1471-21642019-11-0120111010.1186/s12864-019-6199-7Template-switching artifacts resemble alternative polyadenylationZsolt Balázs0Dóra Tombácz1Zsolt Csabai2Norbert Moldován3Michael Snyder4Zsolt Boldogkői5Department of Medical Biology, Faculty of Medicine, University of SzegedDepartment of Medical Biology, Faculty of Medicine, University of SzegedDepartment of Medical Biology, Faculty of Medicine, University of SzegedDepartment of Medical Biology, Faculty of Medicine, University of SzegedDepartment of Genetics, School of Medicine, Stanford UniversityDepartment of Medical Biology, Faculty of Medicine, University of SzegedAbstract 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.http://link.springer.com/article/10.1186/s12864-019-6199-7Template switchingPolyadenylationRNA sequencingLong-read sequencingDirect RNA sequencingInternal priming
collection DOAJ
language English
format Article
sources DOAJ
author Zsolt Balázs
Dóra Tombácz
Zsolt Csabai
Norbert Moldován
Michael Snyder
Zsolt Boldogkői
spellingShingle Zsolt Balázs
Dóra Tombácz
Zsolt Csabai
Norbert Moldován
Michael Snyder
Zsolt Boldogkői
Template-switching artifacts resemble alternative polyadenylation
BMC Genomics
Template switching
Polyadenylation
RNA sequencing
Long-read sequencing
Direct RNA sequencing
Internal priming
author_facet Zsolt Balázs
Dóra Tombácz
Zsolt Csabai
Norbert Moldován
Michael Snyder
Zsolt Boldogkői
author_sort Zsolt Balázs
title Template-switching artifacts resemble alternative polyadenylation
title_short 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_sort template-switching artifacts resemble alternative polyadenylation
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2019-11-01
description Abstract 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.
topic Template switching
Polyadenylation
RNA sequencing
Long-read sequencing
Direct RNA sequencing
Internal priming
url http://link.springer.com/article/10.1186/s12864-019-6199-7
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