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In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity
DNA replication is a complex and remarkably robust process: despite its inherent uncertainty, manifested through stochastic replication timing at a single-cell level, multiple control mechanisms ensure its accurate and timely completion across a population. Disruptions in these mechanisms lead to DN...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7846089/ https://www.ncbi.nlm.nih.gov/pubmed/33554116 http://dx.doi.org/10.1093/nargab/lqaa112 |
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author | Rapsomaniki, Maria Anna Maxouri, Stella Nathanailidou, Patroula Garrastacho, Manuel Ramirez Giakoumakis, Nickolaos Nikiforos Taraviras, Stavros Lygeros, John Lygerou, Zoi |
author_facet | Rapsomaniki, Maria Anna Maxouri, Stella Nathanailidou, Patroula Garrastacho, Manuel Ramirez Giakoumakis, Nickolaos Nikiforos Taraviras, Stavros Lygeros, John Lygerou, Zoi |
author_sort | Rapsomaniki, Maria Anna |
collection | PubMed |
description | DNA replication is a complex and remarkably robust process: despite its inherent uncertainty, manifested through stochastic replication timing at a single-cell level, multiple control mechanisms ensure its accurate and timely completion across a population. Disruptions in these mechanisms lead to DNA re-replication, closely connected to genomic instability and oncogenesis. Here, we present a stochastic hybrid model of DNA re-replication that accurately portrays the interplay between discrete dynamics, continuous dynamics and uncertainty. Using experimental data on the fission yeast genome, model simulations show how different regions respond to re-replication and permit insight into the key mechanisms affecting re-replication dynamics. Simulated and experimental population-level profiles exhibit a good correlation along the genome, robust to model parameters, validating our approach. At a single-cell level, copy numbers of individual loci are affected by intrinsic properties of each locus, in cis effects from adjoining loci and in trans effects from distant loci. In silico analysis and single-cell imaging reveal that cell-to-cell heterogeneity is inherent in re-replication and can lead to genome plasticity and a plethora of genotypic variations. |
format | Online Article Text |
id | pubmed-7846089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78460892021-02-04 In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity Rapsomaniki, Maria Anna Maxouri, Stella Nathanailidou, Patroula Garrastacho, Manuel Ramirez Giakoumakis, Nickolaos Nikiforos Taraviras, Stavros Lygeros, John Lygerou, Zoi NAR Genom Bioinform Standard Article DNA replication is a complex and remarkably robust process: despite its inherent uncertainty, manifested through stochastic replication timing at a single-cell level, multiple control mechanisms ensure its accurate and timely completion across a population. Disruptions in these mechanisms lead to DNA re-replication, closely connected to genomic instability and oncogenesis. Here, we present a stochastic hybrid model of DNA re-replication that accurately portrays the interplay between discrete dynamics, continuous dynamics and uncertainty. Using experimental data on the fission yeast genome, model simulations show how different regions respond to re-replication and permit insight into the key mechanisms affecting re-replication dynamics. Simulated and experimental population-level profiles exhibit a good correlation along the genome, robust to model parameters, validating our approach. At a single-cell level, copy numbers of individual loci are affected by intrinsic properties of each locus, in cis effects from adjoining loci and in trans effects from distant loci. In silico analysis and single-cell imaging reveal that cell-to-cell heterogeneity is inherent in re-replication and can lead to genome plasticity and a plethora of genotypic variations. Oxford University Press 2021-01-28 /pmc/articles/PMC7846089/ /pubmed/33554116 http://dx.doi.org/10.1093/nargab/lqaa112 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Standard Article Rapsomaniki, Maria Anna Maxouri, Stella Nathanailidou, Patroula Garrastacho, Manuel Ramirez Giakoumakis, Nickolaos Nikiforos Taraviras, Stavros Lygeros, John Lygerou, Zoi In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title |
In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title_full |
In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title_fullStr |
In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title_full_unstemmed |
In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title_short |
In silico analysis of DNA re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
title_sort | in silico analysis of dna re-replication across a complete genome reveals cell-to-cell heterogeneity and genome plasticity |
topic | Standard Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7846089/ https://www.ncbi.nlm.nih.gov/pubmed/33554116 http://dx.doi.org/10.1093/nargab/lqaa112 |
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