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Mutational signatures and heterogeneous host response revealed via large-scale characterization of SARS-CoV-2 genomic diversity

View ORCID ProfileAlex Graudenzi, View ORCID ProfileDavide Maspero, View ORCID ProfileFabrizio Angaroni, Rocco Piazza, View ORCID ProfileDaniele Ramazzotti
doi: https://doi.org/10.1101/2020.07.06.189944
Alex Graudenzi
1 Inst. of Molecular Bioimaging and Physiology, Consiglio Nazionale delle Ricerche (IBFM-CNR), Segrate, Milan, Italy;
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Davide Maspero
2 Dept. of Informatics, Systems and Communication, Univ. of Milan-Bicocca, Milan, Italy;
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Fabrizio Angaroni
2 Dept. of Informatics, Systems and Communication, Univ. of Milan-Bicocca, Milan, Italy;
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Rocco Piazza
3 Dept. of Medicine and Surgery, Univ. of Milan-Bicocca, Monza, Italy
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Daniele Ramazzotti
3 Dept. of Medicine and Surgery, Univ. of Milan-Bicocca, Monza, Italy
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  • ORCID record for Daniele Ramazzotti
  • For correspondence: daniele.ramazzotti@yahoo.com
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Abstract

To dissect the mechanisms underlying the inflation of variants in the SARS-CoV-2 genome, we present one of the largest up-to-date analyses of intra-host genomic diversity, which reveals that most samples present heterogeneous genomic architectures, due to the interplay between host-related mutational processes and transmission dynamics. The deconvolution of the set of intra-host minor variants unveils the existence of non overlapping mutational signatures related to specific nucleotide substitutions, which prove that distinct hosts respond differently to SARS-CoV-2 infections, and which are likely ruled by APOBEC, Reactive Oxygen Species (ROS) and ADAR. Thanks to a corrected-for-signatures dN/dS analysis we demonstrate that the mutational processes underlying such signatures are affected by purifying selection, with important exceptions. In fact, several mutations linked to low-rate mutational processes appear to transit to clonality in the population, eventually leading to the definition of new clonal genotypes and to a statistically significant increase of overall genomic diversity. Importantly, the analysis of the phylogenetic model shows the presence of multiple homoplasies, due to mutational hotspots, phantom mutations or positive selection, and supports the hypothesis of transmission of minor variants during infections. Overall, the results of this study pave the way for the integrated characterization of intra-host genomic diversity and clinical outcome of SARS-CoV-2 hosts.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://github.com/BIMIB-DISCo/SARS-CoV-2-IHMV

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted December 28, 2020.
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Mutational signatures and heterogeneous host response revealed via large-scale characterization of SARS-CoV-2 genomic diversity
Alex Graudenzi, Davide Maspero, Fabrizio Angaroni, Rocco Piazza, Daniele Ramazzotti
bioRxiv 2020.07.06.189944; doi: https://doi.org/10.1101/2020.07.06.189944
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Mutational signatures and heterogeneous host response revealed via large-scale characterization of SARS-CoV-2 genomic diversity
Alex Graudenzi, Davide Maspero, Fabrizio Angaroni, Rocco Piazza, Daniele Ramazzotti
bioRxiv 2020.07.06.189944; doi: https://doi.org/10.1101/2020.07.06.189944

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