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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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 |
work_keys_str_mv |
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