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Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples

We present a large-scale analysis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) substitutions, considering 1,585,456 high-quality raw sequencing samples, aimed at investigating the existence and quantifying the effect of mutational processes causing mutations in SARS-CoV-2 genomes...

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Autores principales: Aroldi, Andrea, Angaroni, Fabrizio, D’Aliberti, Deborah, Spinelli, Silvia, Crespiatico, Ilaria, Crippa, Valentina, Piazza, Rocco, Graudenzi, Alex, Ramazzotti, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864147/
https://www.ncbi.nlm.nih.gov/pubmed/36680048
http://dx.doi.org/10.3390/v15010007
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author Aroldi, Andrea
Angaroni, Fabrizio
D’Aliberti, Deborah
Spinelli, Silvia
Crespiatico, Ilaria
Crippa, Valentina
Piazza, Rocco
Graudenzi, Alex
Ramazzotti, Daniele
author_facet Aroldi, Andrea
Angaroni, Fabrizio
D’Aliberti, Deborah
Spinelli, Silvia
Crespiatico, Ilaria
Crippa, Valentina
Piazza, Rocco
Graudenzi, Alex
Ramazzotti, Daniele
author_sort Aroldi, Andrea
collection PubMed
description We present a large-scale analysis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) substitutions, considering 1,585,456 high-quality raw sequencing samples, aimed at investigating the existence and quantifying the effect of mutational processes causing mutations in SARS-CoV-2 genomes when interacting with the human host. As a result, we confirmed the presence of three well-differentiated mutational processes likely ruled by reactive oxygen species (ROS), apolipoprotein B editing complex (APOBEC), and adenosine deaminase acting on RNA (ADAR). We then evaluated the activity of these mutational processes in different continental groups, showing that some samples from Africa present a significantly higher number of substitutions, most likely due to higher APOBEC activity. We finally analyzed the activity of mutational processes across different SARS-CoV-2 variants, and we found a significantly lower number of mutations attributable to APOBEC activity in samples assigned to the Omicron variant.
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spelling pubmed-98641472023-01-22 Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples Aroldi, Andrea Angaroni, Fabrizio D’Aliberti, Deborah Spinelli, Silvia Crespiatico, Ilaria Crippa, Valentina Piazza, Rocco Graudenzi, Alex Ramazzotti, Daniele Viruses Article We present a large-scale analysis of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) substitutions, considering 1,585,456 high-quality raw sequencing samples, aimed at investigating the existence and quantifying the effect of mutational processes causing mutations in SARS-CoV-2 genomes when interacting with the human host. As a result, we confirmed the presence of three well-differentiated mutational processes likely ruled by reactive oxygen species (ROS), apolipoprotein B editing complex (APOBEC), and adenosine deaminase acting on RNA (ADAR). We then evaluated the activity of these mutational processes in different continental groups, showing that some samples from Africa present a significantly higher number of substitutions, most likely due to higher APOBEC activity. We finally analyzed the activity of mutational processes across different SARS-CoV-2 variants, and we found a significantly lower number of mutations attributable to APOBEC activity in samples assigned to the Omicron variant. MDPI 2022-12-20 /pmc/articles/PMC9864147/ /pubmed/36680048 http://dx.doi.org/10.3390/v15010007 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Aroldi, Andrea
Angaroni, Fabrizio
D’Aliberti, Deborah
Spinelli, Silvia
Crespiatico, Ilaria
Crippa, Valentina
Piazza, Rocco
Graudenzi, Alex
Ramazzotti, Daniele
Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title_full Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title_fullStr Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title_full_unstemmed Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title_short Characterization of SARS-CoV-2 Mutational Signatures from 1.5+ Million Raw Sequencing Samples
title_sort characterization of sars-cov-2 mutational signatures from 1.5+ million raw sequencing samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9864147/
https://www.ncbi.nlm.nih.gov/pubmed/36680048
http://dx.doi.org/10.3390/v15010007
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