Michael B Clark

University of Melbourne
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Articles (10)

Year:

2023

Year:

2023

Year:

2022

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.

Year:

2022

Year:

2022

Year:

2022

Year:

2021

Year:

2021

Year:

2021

Year:

2021

Collaborators (10)

Matthew Bennett

University of Edinburgh

UNITED KINGDOM
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Audrey S Chan

University of Melbourne

AUSTRALIA
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Ian Majewski

Laboratory Head

Walter and Eliza Hall Institute of Medical Research

AUSTRALIA
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Heejung Shim

Lecturer in Statistical Genomics

University of Melbourne

AUSTRALIA
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Rebekah V Harris

University of Melbourne

AUSTRALIA
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Mei Du

Murdoch Childrens Research Institute

AUSTRALIA
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Rachel Thijssen

Assistant Professor

Amsterdam UMC Locatie VUmc

NETHERLANDS
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Josie Gleeson

KTH Royal Institute of Technology

SWEDEN
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Yair Prawer

University of Melbourne

AUSTRALIA
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Adam Handel

University of Oxford

UNITED KINGDOM
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