Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Prawer, Yair D J, Gleeson, Josie, De Paoli-Iseppi, Ricardo, Clark, Michael B
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
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
_version_ 1785055987819872256
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
work_keys_str_mv AT praweryairdj pervasiveeffectsofrnadegradationonnanoporedirectrnasequencing
AT gleesonjosie pervasiveeffectsofrnadegradationonnanoporedirectrnasequencing
AT depaoliiseppiricardo pervasiveeffectsofrnadegradationonnanoporedirectrnasequencing
AT clarkmichaelb pervasiveeffectsofrnadegradationonnanoporedirectrnasequencing