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

APOBEC SARS-CoV-2 mutational signatures variants

Journal

Viruses
ISSN: 1999-4915
Titre abrégé: Viruses
Pays: Switzerland
ID NLM: 101509722

Informations de publication

Date de publication:
20 12 2022
Historique:
received: 07 10 2022
revised: 01 12 2022
accepted: 15 12 2022
entrez: 21 1 2023
pubmed: 22 1 2023
medline: 25 1 2023
Statut: epublish

Résumé

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.

Identifiants

pubmed: 36680048
pii: v15010007
doi: 10.3390/v15010007
pmc: PMC9864147
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Déclaration de conflit d'intérêts

Authors declare that they have no competing interest.

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Auteurs

Andrea Aroldi (A)

Hematology and Clinical Research Unit, San Gerardo Hospital, Via G. B. Pergolesi 33, 20900 Monza, Italy.
Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

Fabrizio Angaroni (F)

Department of Informatics, Systems and Communication, Università degli Studi di Milano-Bicocca, Viale Sarca 336, 20100 Milano, Italy.
Computational Biology Research Centre, Human Technopole, Viale Rita Levi Montalcini 1, 20157 Milano, Italy.

Deborah D'Aliberti (D)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

Silvia Spinelli (S)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

Ilaria Crespiatico (I)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

Valentina Crippa (V)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

Rocco Piazza (R)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.
Bicocca Bioinformatics, Biostatistics and Bioimaging Center-B4, Via Follereau 3, 20854 Vedano al Lambro, Italy.

Alex Graudenzi (A)

Department of Informatics, Systems and Communication, Università degli Studi di Milano-Bicocca, Viale Sarca 336, 20100 Milano, Italy.
Bicocca Bioinformatics, Biostatistics and Bioimaging Center-B4, Via Follereau 3, 20854 Vedano al Lambro, Italy.

Daniele Ramazzotti (D)

Department of Medicine and Surgery, Università degli Studi di Milano-Bicocca, Via Cadore 48, 20900 Monza, Italy.

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Classifications MeSH