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Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing

IsomiRs, sequence variants of mature microRNAs, are usually detected and quantified using high-throughput sequencing. Many examples of their biological relevance have been reported, but sequencing artifacts identified as artificial variants might bias biological inference and therefore need to be id...

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Autores principales: Gómez-Martín, Cristina, Aparicio-Puerta, Ernesto, van Eijndhoven, Monique A.J., Medina, José M., Hackenberg, Michael, Pegtel, D. Michiel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10261927/
https://www.ncbi.nlm.nih.gov/pubmed/37323569
http://dx.doi.org/10.1016/j.crmeth.2023.100480
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author Gómez-Martín, Cristina
Aparicio-Puerta, Ernesto
van Eijndhoven, Monique A.J.
Medina, José M.
Hackenberg, Michael
Pegtel, D. Michiel
author_facet Gómez-Martín, Cristina
Aparicio-Puerta, Ernesto
van Eijndhoven, Monique A.J.
Medina, José M.
Hackenberg, Michael
Pegtel, D. Michiel
author_sort Gómez-Martín, Cristina
collection PubMed
description IsomiRs, sequence variants of mature microRNAs, are usually detected and quantified using high-throughput sequencing. Many examples of their biological relevance have been reported, but sequencing artifacts identified as artificial variants might bias biological inference and therefore need to be ideally avoided. We conducted a comprehensive evaluation of 10 different small RNA sequencing protocols, exploring both a theoretically isomiR-free pool of synthetic miRNAs and HEK293T cells. We calculated that, with the exception of two protocols, less than 5% of miRNA reads can be attributed to library preparation artifacts. Randomized-end adapter protocols showed superior accuracy, with 40% of true biological isomiRs. Nevertheless, we demonstrate concordance across protocols for selected miRNAs in non-templated uridyl additions. Notably, NTA-U calling and isomiR target prediction can be inaccurate when using protocols with poor single-nucleotide resolution. Our results highlight the relevance of protocol choice for biological isomiRs detection and annotation, which has key potential implications for biomedical applications.
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spelling pubmed-102619272023-06-15 Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing Gómez-Martín, Cristina Aparicio-Puerta, Ernesto van Eijndhoven, Monique A.J. Medina, José M. Hackenberg, Michael Pegtel, D. Michiel Cell Rep Methods Resource IsomiRs, sequence variants of mature microRNAs, are usually detected and quantified using high-throughput sequencing. Many examples of their biological relevance have been reported, but sequencing artifacts identified as artificial variants might bias biological inference and therefore need to be ideally avoided. We conducted a comprehensive evaluation of 10 different small RNA sequencing protocols, exploring both a theoretically isomiR-free pool of synthetic miRNAs and HEK293T cells. We calculated that, with the exception of two protocols, less than 5% of miRNA reads can be attributed to library preparation artifacts. Randomized-end adapter protocols showed superior accuracy, with 40% of true biological isomiRs. Nevertheless, we demonstrate concordance across protocols for selected miRNAs in non-templated uridyl additions. Notably, NTA-U calling and isomiR target prediction can be inaccurate when using protocols with poor single-nucleotide resolution. Our results highlight the relevance of protocol choice for biological isomiRs detection and annotation, which has key potential implications for biomedical applications. Elsevier 2023-05-16 /pmc/articles/PMC10261927/ /pubmed/37323569 http://dx.doi.org/10.1016/j.crmeth.2023.100480 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Resource
Gómez-Martín, Cristina
Aparicio-Puerta, Ernesto
van Eijndhoven, Monique A.J.
Medina, José M.
Hackenberg, Michael
Pegtel, D. Michiel
Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title_full Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title_fullStr Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title_full_unstemmed Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title_short Reassessment of miRNA variant (isomiRs) composition by small RNA sequencing
title_sort reassessment of mirna variant (isomirs) composition by small rna sequencing
topic Resource
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10261927/
https://www.ncbi.nlm.nih.gov/pubmed/37323569
http://dx.doi.org/10.1016/j.crmeth.2023.100480
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