RNA structure probing using long-read nanopore sequencing technology

RNA can fold into complex structures that can perform specific biological functions and the ability to characterise the structures of the RNA is the key in understanding its functions. Therefore, various groups have developed several methods that utilizes enzymatic or chemical structure probes an...

Full description

Saved in:
Bibliographic Details
Main Author: Aw, Ashley Jong Ghut
Other Authors: Francesc Xavier Roca Castella
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158914
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-158914
record_format dspace
spelling sg-ntu-dr.10356-1589142023-02-28T18:42:37Z RNA structure probing using long-read nanopore sequencing technology Aw, Ashley Jong Ghut Francesc Xavier Roca Castella School of Biological Sciences Genome Institute of Singapore Wan Yue xroca@ntu.edu.sg Science::Biological sciences RNA can fold into complex structures that can perform specific biological functions and the ability to characterise the structures of the RNA is the key in understanding its functions. Therefore, various groups have developed several methods that utilizes enzymatic or chemical structure probes and coupling with high-throughput short-read sequencing to obtain the structural information from in-vitro and in-vivo samples. However, high-throughput short-read sequencing has its limitation, where it is difficult to accurately generate the structural information for gene with multiple isoforms and the structural information between reads are lost. Therefore, we developed POREcupine, a method that uses direct RNA sequencing, a high-throughput long-read sequencing technology to detect the modifications caused by NAI-N3, a singlestranded chemical probe. Using PORE-cupine, we showed that shared sequences in different transcript isoforms of the same gene can fold into different structures. We also demonstrate that structural differences between transcript isoforms of the same gene lead to differences in translation efficiency. We also apply PORE-cupine to investigate the structural difference of the RNA of the wild type and Δ382 strain of SARS-CoV2. Similarly, we found that shared sequences in different subgenomic RNA shows structural differences, highlighting the importance of long-read sequencing for obtaining phase information. Lastly, we have shown that besides NAI-N3, PORE-cupine can detect other structure probing compounds, like 1AI and CMCT. Doctor of Philosophy 2022-06-01T12:17:15Z 2022-06-01T12:17:15Z 2022 Thesis-Doctor of Philosophy Aw, A. J. G. (2022). RNA structure probing using long-read nanopore sequencing technology. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/158914 https://hdl.handle.net/10356/158914 en This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
spellingShingle Science::Biological sciences
Aw, Ashley Jong Ghut
RNA structure probing using long-read nanopore sequencing technology
description RNA can fold into complex structures that can perform specific biological functions and the ability to characterise the structures of the RNA is the key in understanding its functions. Therefore, various groups have developed several methods that utilizes enzymatic or chemical structure probes and coupling with high-throughput short-read sequencing to obtain the structural information from in-vitro and in-vivo samples. However, high-throughput short-read sequencing has its limitation, where it is difficult to accurately generate the structural information for gene with multiple isoforms and the structural information between reads are lost. Therefore, we developed POREcupine, a method that uses direct RNA sequencing, a high-throughput long-read sequencing technology to detect the modifications caused by NAI-N3, a singlestranded chemical probe. Using PORE-cupine, we showed that shared sequences in different transcript isoforms of the same gene can fold into different structures. We also demonstrate that structural differences between transcript isoforms of the same gene lead to differences in translation efficiency. We also apply PORE-cupine to investigate the structural difference of the RNA of the wild type and Δ382 strain of SARS-CoV2. Similarly, we found that shared sequences in different subgenomic RNA shows structural differences, highlighting the importance of long-read sequencing for obtaining phase information. Lastly, we have shown that besides NAI-N3, PORE-cupine can detect other structure probing compounds, like 1AI and CMCT.
author2 Francesc Xavier Roca Castella
author_facet Francesc Xavier Roca Castella
Aw, Ashley Jong Ghut
format Thesis-Doctor of Philosophy
author Aw, Ashley Jong Ghut
author_sort Aw, Ashley Jong Ghut
title RNA structure probing using long-read nanopore sequencing technology
title_short RNA structure probing using long-read nanopore sequencing technology
title_full RNA structure probing using long-read nanopore sequencing technology
title_fullStr RNA structure probing using long-read nanopore sequencing technology
title_full_unstemmed RNA structure probing using long-read nanopore sequencing technology
title_sort rna structure probing using long-read nanopore sequencing technology
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/158914
_version_ 1759856101393694720