Murarka Rajesh K, Liwo Adam, Scheraga Harold A
Baker Laboratory of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853-1301, USA.
J Chem Phys. 2007 Oct 21;127(15):155103. doi: 10.1063/1.2784200.
The relevance of describing complex systems by simple coarse-grained models lies in the separation of time scales between the coarse-grained and fine or secondary degrees of freedom that are averaged out when going from an all-atom to the coarse-grained description. In this study, we propose a simple toy model with the aim of studying the variations with time, in a polypeptide backbone, of the coarse-grained (the pseudodihedral angle between subsequent Calpha atoms) and the secondary degrees of freedom (torsional angles for rotation of the peptide groups about the virtual Calpha...Calpha bonds). Microcanonical and Langevin dynamics simulations carried out for this model system with a full potential (which is a function of both the coarse-grained and secondary degrees of freedom) show that, although the main motions associated with the coarse-grained degrees of freedom are low-frequency motions, the motions of the secondary degrees of freedom involve both high- and low-frequency modes in which the higher-frequency mode is superposed on the lower-frequency mode that follows the motions of the coarse-grained degrees of freedom. We found that the ratio of the frequency of the high-to low-frequency modes is from about 3:1 to about 6:1. The correlation coefficients, calculated along the simulation trajectory between these two types of degrees of freedom, indeed show a strong correlation between the fast and slow motions of the secondary and coarse-grained variables, respectively. To complement the findings of the toy-model calculations, all-atom Langevin dynamics simulations with the AMBER 99 force field and generalized Born (GB) solvation were carried out on the terminally blocked Ala10 polypeptide. The coupling in the motions of the secondary and coarse-grained degrees of freedom, as revealed in the toy-model calculations, is also observed for the Ala10 polypeptide. However, in contrast to that of the toy-model calculations, we observed that the higher-frequency modes of the secondary degrees of freedom are spread over a wide range of frequencies in Ala10. We also observed that the correlations between the secondary and coarse-grained degrees of freedom decrease with increasing temperature. This rationalizes the use of a temperature-dependent cumulant-based potential, such as our united-residue (UNRES) energy function for polypeptide chains, as an effective potential energy. To determine the effect of the coupling in the motions of the secondary and coarse-grained degrees of freedom on the dynamics of the latter, we also carried out microcanonical and Langevin dynamics simulations for the reduced toy model with a UNRES potential or potential of mean force (PMF) (obtained by averaging the energy surface of the toy model over the secondary degrees of freedom), and compared the results to those with the full-model system (the potential of which is a function of both the coarse-grained and secondary degrees of freedom). We found that, apparently, the coupling in the motions of the secondary and coarse-grained degrees of freedom, and averaging out the secondary degrees of freedom, does not have any implications in distorting the time scale of the coarse-grained degrees of freedom. This implies that the forces that act on the coarse-grained degrees of freedom are the same, whether they arise from the full potential or from the UNRES potential (PMF), and one can still apply the naive approach of simply using the PMF in the Lagrange equations of motion for the coarse-grained degrees of freedom of a polypeptide backbone to describe their dynamics. This suggests that the coupling between the degrees of freedom of the solvent and those of a polypeptide backbone, rather than averaging out the secondary backbone degrees of freedom, is responsible for the time-scale distortion in the coarse-grained dynamics of a polypeptide backbone.
用简单的粗粒化模型描述复杂系统的意义在于,在从全原子描述过渡到粗粒化描述时,粗粒化自由度与被平均掉的精细或二级自由度之间存在时间尺度的分离。在本研究中,我们提出了一个简单的玩具模型,旨在研究多肽主链中粗粒化(后续Cα原子之间的伪二面角)和二级自由度(肽基团围绕虚拟Cα...Cα键旋转的扭转角)随时间的变化。对该模型系统进行的微正则和朗之万动力学模拟(其全势能是粗粒化和二级自由度的函数)表明,虽然与粗粒化自由度相关的主要运动是低频运动,但二级自由度的运动涉及高频和低频模式,其中高频模式叠加在跟随粗粒化自由度运动的低频模式上。我们发现高频与低频模式的频率比约为3:1至约6:1。沿着模拟轨迹计算的这两种自由度之间的相关系数,确实分别显示了二级和粗粒化变量的快速和慢速运动之间的强相关性。为补充玩具模型计算的结果,我们对末端封闭的Ala10多肽进行了使用AMBER 99力场和广义玻恩(GB)溶剂化的全原子朗之万动力学模拟。如玩具模型计算中所揭示的,二级和粗粒化自由度运动中的耦合在Ala10多肽中也被观察到。然而,与玩具模型计算不同的是,我们观察到在Ala10中二级自由度的高频模式分布在很宽的频率范围内。我们还观察到二级和粗粒化自由度之间的相关性随温度升高而降低。这解释了使用基于温度累积量的势能,如我们用于多肽链的统一残基(UNRES)能量函数,作为有效势能的合理性。为了确定二级和粗粒化自由度运动中的耦合对后者动力学的影响,我们还对具有UNRES势能或平均力势能(PMF)(通过在二级自由度上对玩具模型的能量表面进行平均获得)的简化玩具模型进行了微正则和朗之万动力学模拟,并将结果与全模型系统(其势能是粗粒化和二级自由度的函数)的结果进行比较。我们发现,显然,二级和粗粒化自由度运动中的耦合以及对二级自由度的平均,对扭曲粗粒化自由度的时间尺度没有任何影响。这意味着作用于粗粒化自由度的力是相同的,无论它们来自全势能还是UNRES势能(PMF),并且人们仍然可以应用简单的方法,即在多肽主链粗粒化自由度的拉格朗日运动方程中简单地使用PMF来描述其动力学。这表明溶剂自由度与多肽主链自由度之间的耦合,而非对主链二级自由度的平均,是多肽主链粗粒化动力学中时间尺度扭曲的原因。