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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9864147 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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