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Pervasive effects of RNA degradation on Nanopore direct RNA sequencing
Oxford Nanopore direct RNA sequencing (DRS) is capable of sequencing complete RNA molecules and accurately measuring gene and isoform expression. However, as DRS is designed to profile intact RNA, expression quantification may be more heavily dependent upon RNA integrity than alternative RNA sequenc...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10251640/ https://www.ncbi.nlm.nih.gov/pubmed/37305170 http://dx.doi.org/10.1093/nargab/lqad060 |
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author | Prawer, Yair D J Gleeson, Josie De Paoli-Iseppi, Ricardo Clark, Michael B |
author_facet | Prawer, Yair D J Gleeson, Josie De Paoli-Iseppi, Ricardo Clark, Michael B |
author_sort | Prawer, Yair D J |
collection | PubMed |
description | Oxford Nanopore direct RNA sequencing (DRS) is capable of sequencing complete RNA molecules and accurately measuring gene and isoform expression. However, as DRS is designed to profile intact RNA, expression quantification may be more heavily dependent upon RNA integrity than alternative RNA sequencing methodologies. It is currently unclear how RNA degradation impacts DRS or whether it can be corrected for. To assess the impact of RNA integrity on DRS, we performed a degradation time series using SH-SY5Y neuroblastoma cells. Our results demonstrate that degradation is a significant and pervasive factor that can bias DRS measurements, including a reduction in library complexity resulting in an overrepresentation of short genes and isoforms. Degradation also biases differential expression analyses; however, we find that explicit correction can almost fully recover meaningful biological signal. In addition, DRS provided less biased profiling of partially degraded samples than Nanopore PCR-cDNA sequencing. Overall, we find that samples with RNA integrity number (RIN) > 9.5 can be treated as undegraded and samples with RIN > 7 can be utilized for DRS with appropriate correction. These results establish the suitability of DRS for a wide range of samples, including partially degraded in vivo clinical and post-mortem samples, while limiting the confounding effect of degradation on expression quantification. |
format | Online Article Text |
id | pubmed-10251640 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-102516402023-06-10 Pervasive effects of RNA degradation on Nanopore direct RNA sequencing Prawer, Yair D J Gleeson, Josie De Paoli-Iseppi, Ricardo Clark, Michael B NAR Genom Bioinform Standard Article Oxford Nanopore direct RNA sequencing (DRS) is capable of sequencing complete RNA molecules and accurately measuring gene and isoform expression. However, as DRS is designed to profile intact RNA, expression quantification may be more heavily dependent upon RNA integrity than alternative RNA sequencing methodologies. It is currently unclear how RNA degradation impacts DRS or whether it can be corrected for. To assess the impact of RNA integrity on DRS, we performed a degradation time series using SH-SY5Y neuroblastoma cells. Our results demonstrate that degradation is a significant and pervasive factor that can bias DRS measurements, including a reduction in library complexity resulting in an overrepresentation of short genes and isoforms. Degradation also biases differential expression analyses; however, we find that explicit correction can almost fully recover meaningful biological signal. In addition, DRS provided less biased profiling of partially degraded samples than Nanopore PCR-cDNA sequencing. Overall, we find that samples with RNA integrity number (RIN) > 9.5 can be treated as undegraded and samples with RIN > 7 can be utilized for DRS with appropriate correction. These results establish the suitability of DRS for a wide range of samples, including partially degraded in vivo clinical and post-mortem samples, while limiting the confounding effect of degradation on expression quantification. Oxford University Press 2023-06-09 /pmc/articles/PMC10251640/ /pubmed/37305170 http://dx.doi.org/10.1093/nargab/lqad060 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Standard Article Prawer, Yair D J Gleeson, Josie De Paoli-Iseppi, Ricardo Clark, Michael B Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title | Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title_full | Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title_fullStr | Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title_full_unstemmed | Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title_short | Pervasive effects of RNA degradation on Nanopore direct RNA sequencing |
title_sort | pervasive effects of rna degradation on nanopore direct rna sequencing |
topic | Standard Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10251640/ https://www.ncbi.nlm.nih.gov/pubmed/37305170 http://dx.doi.org/10.1093/nargab/lqad060 |
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