Rapsomaniki Maria Anna, Maxouri Stella, Nathanailidou Patroula, Garrastacho Manuel Ramirez, Giakoumakis Nickolaos Nikiforos, Taraviras Stavros, Lygeros John, Lygerou Zoi
Department of Biology, School of Medicine, University of Patras, 26500 Rio Patras, Greece.
Department of Physiology, School of Medicine, University of Patras, 26500 Rio Patras, Greece.
NAR Genom Bioinform. 2021 Jan 28;3(1):lqaa112. doi: 10.1093/nargab/lqaa112. eCollection 2021 Mar.
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, effects from adjoining loci and effects from distant loci. 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.
DNA复制是一个复杂且极为稳健的过程:尽管其存在内在的不确定性,这种不确定性在单细胞水平上表现为随机的复制时间,但多种控制机制确保了其在整个群体中准确且及时地完成。这些机制的破坏会导致DNA重新复制,这与基因组不稳定和肿瘤发生密切相关。在此,我们提出了一个DNA重新复制的随机混合模型,该模型准确地描绘了离散动力学、连续动力学和不确定性之间的相互作用。利用裂殖酵母基因组的实验数据,模型模拟展示了不同区域如何对重新复制做出反应,并有助于深入了解影响重新复制动力学的关键机制。模拟的和实验的群体水平图谱在基因组上呈现出良好的相关性,对模型参数具有鲁棒性,验证了我们的方法。在单细胞水平上,各个基因座的拷贝数受到每个基因座的内在特性、相邻基因座的影响以及远处基因座的影响。分析和单细胞成像表明,细胞间的异质性在重新复制中是固有的,并且会导致基因组可塑性和大量的基因型变异。