Tosti Guerra F, Poppleton E, Šulc P, Rovigatti L
Department of Physics, Sapienza University of Rome, Roma, Italy.
School of Molecular Sciences and Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, Arizona 85281, USA.
J Chem Phys. 2024 May 28;160(20). doi: 10.1063/5.0202829.
The folding of RNA and DNA strands plays crucial roles in biological systems and bionanotechnology. However, studying these processes with high-resolution numerical models is beyond current computational capabilities due to the timescales and system sizes involved. In this article, we present a new coarse-grained model for investigating the folding dynamics of nucleic acids. Our model represents three nucleotides with a patchy particle and is parameterized using well-established nearest-neighbor models. Thanks to the reduction of degrees of freedom and to a bond-swapping mechanism, our model allows for simulations at timescales and length scales that are currently inaccessible to more detailed models. To validate the performance of our model, we conducted extensive simulations of various systems: We examined the thermodynamics of DNA hairpins, capturing their stability and structural transitions, the folding of an MMTV pseudoknot, which is a complex RNA structure involved in viral replication, and also explored the folding of an RNA tile containing a k-type pseudoknot. Finally, we evaluated the performance of the new model in reproducing the melting temperatures of oligomers and the dependence on the toehold length of the displacement rate in toehold-mediated displacement processes, a key reaction used in molecular computing. All in all, the successful reproduction of experimental data and favorable comparisons with existing coarse-grained models validate the effectiveness of the new model.
RNA和DNA链的折叠在生物系统和生物纳米技术中起着至关重要的作用。然而,由于涉及的时间尺度和系统大小,用高分辨率数值模型研究这些过程超出了当前的计算能力。在本文中,我们提出了一种用于研究核酸折叠动力学的新粗粒度模型。我们的模型用补丁粒子表示三个核苷酸,并使用成熟的最近邻模型进行参数化。由于自由度的减少和键交换机制,我们的模型允许在目前更详细的模型无法达到的时间尺度和长度尺度上进行模拟。为了验证我们模型的性能,我们对各种系统进行了广泛的模拟:我们研究了DNA发夹的热力学,捕捉了它们的稳定性和结构转变,MMTV假结的折叠,这是一种参与病毒复制的复杂RNA结构,还探索了含有k型假结的RNA瓦片的折叠。最后,我们评估了新模型在再现寡聚物的解链温度以及在分子计算中使用的关键反应——托脚介导的位移过程中位移速率对托脚长度的依赖性方面的性能。总而言之,实验数据的成功再现以及与现有粗粒度模型的良好比较验证了新模型的有效性。