Natarajan Chandramouli, Srivastava Anand
Molecular Biophysics Unit, Indian Institute of Science, Bangalore, Karnataka 560012, India.
Eur Phys J Spec Top. 2024 Dec;233(21-22):3039-3051. doi: 10.1140/epjs/s11734-024-01386-x. Epub 2024 Nov 1.
Accurately sampling the membrane-bound conformations of peripheral membrane proteins (PMP) using classical all-atom molecular dynamics simulations (AAMD) is a formidable enterprise due to the wide rugged free energy landscape of the protein-membrane system. In general, AAMD-based extraction of binding geometry requires simulations of multiple systems with different initial user-defined binding poses that may not be exhaustive. As an alternative, advanced sampling methods are also applied to elucidate the membrane-binding mechanism of PMPs. But these techniques are generally computationally expensive and often depend on the choice of the collective variables (CV). In this work, we showcase the utility of CV-free replica exchange with the hybrid tempering (REHT) method in capturing the membrane-bound conformations of PMPs by testing it on the Osh4 amphipathic lipid-packing sensor (ALPS) motif, a 27 amino-acid membrane-binding peptide. We show that REHT samples all the membrane-bound conformations of the Osh4 ALPS peptide observed in AAMD simulations and does it in a highly efficient manner. We clearly show that, out of the two significant conformations, the peptide prefers horizontal conformations over vertical ones. In both the conformations, REHT captures all the vital residue-wise membrane contacts. The transition between the two configurations is not uncommon as our calculations reveal a ~1 kT free energy difference between the two conformations. Interestingly, from our simulations, we also find that the transition from vertical to horizontal conformation involves limited unfolding of the main helix's last turn. From our findings, we conclude that REHT samples the membrane-bound conformations of Osh4 ALPS peptide very efficiently and also provides additional insights and information that are often not available with regular piece-wise AAMD simulations. The method can be used as an efficient tool to explore the membrane-binding mechanisms of PMPs.
由于蛋白质-膜系统的自由能景观崎岖不平,使用经典全原子分子动力学模拟(AAMD)准确采样外周膜蛋白(PMP)的膜结合构象是一项艰巨的任务。一般来说,基于AAMD的结合几何结构提取需要对多个具有不同初始用户定义结合姿势的系统进行模拟,而这些姿势可能并不详尽。作为一种替代方法,也应用了先进的采样方法来阐明PMP的膜结合机制。但这些技术通常计算成本高昂,并且往往依赖于集体变量(CV)的选择。在这项工作中,我们通过在Osh4两亲性脂质堆积传感器(ALPS)基序(一种27个氨基酸的膜结合肽)上进行测试,展示了无CV复制交换混合回火(REHT)方法在捕获PMP膜结合构象方面的效用。我们表明,REHT对AAMD模拟中观察到的Osh4 ALPS肽的所有膜结合构象进行采样,并且效率很高。我们清楚地表明,在两种重要构象中,该肽更喜欢水平构象而非垂直构象。在这两种构象中,REHT都捕获了所有重要的按残基划分的膜接触。两种构型之间的转变并不罕见,因为我们的计算揭示了两种构象之间约1 kT的自由能差。有趣的是,从我们的模拟中,我们还发现从垂直构象到水平构象的转变涉及主螺旋最后一圈的有限展开。根据我们的发现,我们得出结论,REHT非常有效地采样了Osh4 ALPS肽的膜结合构象,并且还提供了常规逐段AAMD模拟通常无法获得的额外见解和信息。该方法可作为探索PMP膜结合机制的有效工具。