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Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs

RNA modifications, such as méthylation, can be detected with Oxford Nanopore Technologies direct RNA sequencing. One commonly used tool for detecting 5-methylcytosine (m(5)C) modifications is Tombo, which uses an “Alternative Model” to detect putative modifications from a single sample. We examined...

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Autores principales: Watson, Kaylee J., Bromley, Robin E., Sparklin, Benjamin C., Gasser, Mark T., Bhattacharya, Tamanash, Lebov, Jarrett F., Tyson, Tyonna, Teigen, Laura E., Graf, Karen T., Michalski, Michelle, Bruno, Vincent M., Lindsey, Amelia R. I., Hardy, Richard W., Newton, Irene L. G., Hotopp, Julie C. Dunning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187288/
https://www.ncbi.nlm.nih.gov/pubmed/37205495
http://dx.doi.org/10.1101/2023.05.03.539298
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author Watson, Kaylee J.
Bromley, Robin E.
Sparklin, Benjamin C.
Gasser, Mark T.
Bhattacharya, Tamanash
Lebov, Jarrett F.
Tyson, Tyonna
Teigen, Laura E.
Graf, Karen T.
Michalski, Michelle
Bruno, Vincent M.
Lindsey, Amelia R. I.
Hardy, Richard W.
Newton, Irene L. G.
Hotopp, Julie C. Dunning
author_facet Watson, Kaylee J.
Bromley, Robin E.
Sparklin, Benjamin C.
Gasser, Mark T.
Bhattacharya, Tamanash
Lebov, Jarrett F.
Tyson, Tyonna
Teigen, Laura E.
Graf, Karen T.
Michalski, Michelle
Bruno, Vincent M.
Lindsey, Amelia R. I.
Hardy, Richard W.
Newton, Irene L. G.
Hotopp, Julie C. Dunning
author_sort Watson, Kaylee J.
collection PubMed
description RNA modifications, such as méthylation, can be detected with Oxford Nanopore Technologies direct RNA sequencing. One commonly used tool for detecting 5-methylcytosine (m(5)C) modifications is Tombo, which uses an “Alternative Model” to detect putative modifications from a single sample. We examined direct RNA sequencing data from diverse taxa including virus, bacteria, fungi, and animals. The algorithm consistently identified a 5-methylcytosine at the central position of a GCU motif. However, it also identified a 5-methylcytosine in the same motif in fully unmodified in vitro transcribed RNA, suggesting that this a frequent false prediction. In the absence of further validation, several published predictions of 5-methylcytosine in human coronavirus and human cerebral organoid RNA in a GCU context should be reconsidered.
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spelling pubmed-101872882023-05-17 Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs Watson, Kaylee J. Bromley, Robin E. Sparklin, Benjamin C. Gasser, Mark T. Bhattacharya, Tamanash Lebov, Jarrett F. Tyson, Tyonna Teigen, Laura E. Graf, Karen T. Michalski, Michelle Bruno, Vincent M. Lindsey, Amelia R. I. Hardy, Richard W. Newton, Irene L. G. Hotopp, Julie C. Dunning bioRxiv Article RNA modifications, such as méthylation, can be detected with Oxford Nanopore Technologies direct RNA sequencing. One commonly used tool for detecting 5-methylcytosine (m(5)C) modifications is Tombo, which uses an “Alternative Model” to detect putative modifications from a single sample. We examined direct RNA sequencing data from diverse taxa including virus, bacteria, fungi, and animals. The algorithm consistently identified a 5-methylcytosine at the central position of a GCU motif. However, it also identified a 5-methylcytosine in the same motif in fully unmodified in vitro transcribed RNA, suggesting that this a frequent false prediction. In the absence of further validation, several published predictions of 5-methylcytosine in human coronavirus and human cerebral organoid RNA in a GCU context should be reconsidered. Cold Spring Harbor Laboratory 2023-05-03 /pmc/articles/PMC10187288/ /pubmed/37205495 http://dx.doi.org/10.1101/2023.05.03.539298 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Watson, Kaylee J.
Bromley, Robin E.
Sparklin, Benjamin C.
Gasser, Mark T.
Bhattacharya, Tamanash
Lebov, Jarrett F.
Tyson, Tyonna
Teigen, Laura E.
Graf, Karen T.
Michalski, Michelle
Bruno, Vincent M.
Lindsey, Amelia R. I.
Hardy, Richard W.
Newton, Irene L. G.
Hotopp, Julie C. Dunning
Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title_full Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title_fullStr Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title_full_unstemmed Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title_short Common Analysis of Direct RNA SequencinG CUrrently Leads to Misidentification of 5-Methylcytosine Modifications at GCU Motifs
title_sort common analysis of direct rna sequencing currently leads to misidentification of 5-methylcytosine modifications at gcu motifs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187288/
https://www.ncbi.nlm.nih.gov/pubmed/37205495
http://dx.doi.org/10.1101/2023.05.03.539298
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