Cargando…
A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans
The evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in humans has been monitored at an unprecedented level due to the public health crisis, yet the stochastic dynamics underlying such a process is dubious. Here, considering the number of acquired mutations as the displaceme...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372551/ https://www.ncbi.nlm.nih.gov/pubmed/37459528 http://dx.doi.org/10.1073/pnas.2303578120 |
_version_ | 1785078395053277184 |
---|---|
author | Goiriz, Lucas Ruiz, Raúl Garibo-i-Orts, Òscar Conejero, J. Alberto Rodrigo, Guillermo |
author_facet | Goiriz, Lucas Ruiz, Raúl Garibo-i-Orts, Òscar Conejero, J. Alberto Rodrigo, Guillermo |
author_sort | Goiriz, Lucas |
collection | PubMed |
description | The evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in humans has been monitored at an unprecedented level due to the public health crisis, yet the stochastic dynamics underlying such a process is dubious. Here, considering the number of acquired mutations as the displacement of the viral particle from the origin, we performed biostatistical analyses from numerous whole genome sequences on the basis of a time-dependent probabilistic mathematical model. We showed that a model with a constant variant-dependent evolution rate and nonlinear mutational variance with time (i.e., anomalous diffusion) explained the SARS-CoV-2 evolutionary motion in humans during the first 120 wk of the pandemic in the United Kingdom. In particular, we found subdiffusion patterns for the Primal, Alpha, and Omicron variants but a weak superdiffusion pattern for the Delta variant. Our findings indicate that non-Brownian evolutionary motions occur in nature, thereby providing insight for viral phylodynamics. |
format | Online Article Text |
id | pubmed-10372551 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-103725512023-07-28 A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans Goiriz, Lucas Ruiz, Raúl Garibo-i-Orts, Òscar Conejero, J. Alberto Rodrigo, Guillermo Proc Natl Acad Sci U S A Biological Sciences The evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in humans has been monitored at an unprecedented level due to the public health crisis, yet the stochastic dynamics underlying such a process is dubious. Here, considering the number of acquired mutations as the displacement of the viral particle from the origin, we performed biostatistical analyses from numerous whole genome sequences on the basis of a time-dependent probabilistic mathematical model. We showed that a model with a constant variant-dependent evolution rate and nonlinear mutational variance with time (i.e., anomalous diffusion) explained the SARS-CoV-2 evolutionary motion in humans during the first 120 wk of the pandemic in the United Kingdom. In particular, we found subdiffusion patterns for the Primal, Alpha, and Omicron variants but a weak superdiffusion pattern for the Delta variant. Our findings indicate that non-Brownian evolutionary motions occur in nature, thereby providing insight for viral phylodynamics. National Academy of Sciences 2023-07-17 2023-07-25 /pmc/articles/PMC10372551/ /pubmed/37459528 http://dx.doi.org/10.1073/pnas.2303578120 Text en Copyright © 2023 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Biological Sciences Goiriz, Lucas Ruiz, Raúl Garibo-i-Orts, Òscar Conejero, J. Alberto Rodrigo, Guillermo A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title | A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title_full | A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title_fullStr | A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title_full_unstemmed | A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title_short | A variant-dependent molecular clock with anomalous diffusion models SARS-CoV-2 evolution in humans |
title_sort | variant-dependent molecular clock with anomalous diffusion models sars-cov-2 evolution in humans |
topic | Biological Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10372551/ https://www.ncbi.nlm.nih.gov/pubmed/37459528 http://dx.doi.org/10.1073/pnas.2303578120 |
work_keys_str_mv | AT goirizlucas avariantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT ruizraul avariantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT gariboiortsoscar avariantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT conejerojalberto avariantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT rodrigoguillermo avariantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT goirizlucas variantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT ruizraul variantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT gariboiortsoscar variantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT conejerojalberto variantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans AT rodrigoguillermo variantdependentmolecularclockwithanomalousdiffusionmodelssarscov2evolutioninhumans |