Department of Mathematics and Applied Mathematics, University of Cape Town, Rondebosch 7701, South Africa.
Department of Materials Science, University of Patras, GR-26504 Rio, Greece.
Phys Rev E. 2020 Dec;102(6-1):062114. doi: 10.1103/PhysRevE.102.062114.
We investigate the distribution of bubble lifetimes and bubble lengths in DNA at physiological temperature, by performing extensive molecular dynamics simulations with the Peyrard-Bishop-Dauxois (PBD) model, as well as an extended version (ePBD) having a sequence-dependent stacking interaction, emphasizing the effect of the sequences' guanine-cytosine (GC)/adenine-thymine (AT) content on these distributions. For both models we find that base pair-dependent (GC vs AT) thresholds for considering complementary nucleotides to be separated are able to reproduce the observed dependence of the melting temperature on the GC content of the DNA sequence. Using these thresholds for base pair openings, we obtain bubble lifetime distributions for bubbles of lengths up to ten base pairs as the GC content of the sequences is varied, which are accurately fitted with stretched exponential functions. We find that for both models the average bubble lifetime decreases with increasing either the bubble length or the GC content. In addition, the obtained bubble length distributions are also fitted by appropriate stretched exponential functions and our results show that short bubbles have similar likelihoods for any GC content, but longer ones are substantially more likely to occur in AT-rich sequences. We also show that the ePBD model permits more, longer-lived, bubbles than the PBD system.
我们通过使用 Peyrard-Bishop-Dauxois(PBD)模型以及具有序列依赖性堆积相互作用的扩展版本(ePBD)进行广泛的分子动力学模拟,研究了生理温度下 DNA 中气泡寿命和长度的分布,强调了序列中鸟嘌呤-胞嘧啶(GC)/腺嘌呤-胸腺嘧啶(AT)含量对这些分布的影响。对于这两个模型,我们发现,考虑互补核苷酸分离的碱基对依赖性(GC 与 AT)阈值能够重现观察到的 DNA 序列熔化温度与 GC 含量的依赖性。使用这些碱基对打开的阈值,我们获得了长度高达十个碱基对的气泡的气泡寿命分布,同时随着序列中 GC 含量的变化,这些分布可以通过拉伸指数函数进行精确拟合。我们发现,对于这两个模型,平均气泡寿命随着气泡长度或 GC 含量的增加而降低。此外,还通过适当的拉伸指数函数拟合了获得的气泡长度分布,我们的结果表明,对于任何 GC 含量,短气泡发生的可能性相似,但较长的气泡在富含 AT 的序列中更有可能发生。我们还表明,与 PBD 系统相比,ePBD 模型允许更多、寿命更长的气泡。