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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...

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Autores principales: Rapsomaniki, Maria Anna, Maxouri, Stella, Nathanailidou, Patroula, Garrastacho, Manuel Ramirez, Giakoumakis, Nickolaos Nikiforos, Taraviras, Stavros, Lygeros, John, Lygerou, Zoi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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.
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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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