稀土离子与第一水合层水及基于蛋白质的配位模型相互作用的量子力学研究

QM Investigation of Rare Earth Ion Interactions with First Hydration Shell Waters and Protein-Based Coordination Models.

作者信息

Wait Elizabeth E, Riley Christopher R, Manginell Monica M, Peretti Amanda, Spoerke Erik D, Bachand George D, Rempe Susan B, Ren Pengyu

机构信息

Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States.

Ceramics and Materials Physics, Sandia National Laboratories, Albuquerque, New Mexico 87185, United States.

出版信息

J Phys Chem B. 2025 Feb 6;129(5):1529-1543. doi: 10.1021/acs.jpcb.4c07361. Epub 2025 Jan 23.

Abstract

Conventional methods for extracting rare earth metals (REMs) from mined mineral ores are inefficient, expensive, and environmentally damaging. Recent discovery of lanmodulin (LanM), a protein that coordinates REMs with high-affinity and selectivity over competing ions, provides inspiration for new REM refinement methods. Here, we used quantum mechanical (QM) methods to investigate trivalent lanthanide cation (Ln) interactions with coordination systems representing bulk solvent water and protein binding sites. Energy decomposition analysis (EDA) showed differences in the energetic components of Ln interaction with representatives of solvent (water, HO) and protein binding sites (acetate, CHCOO), highlighting the importance of accurate description of electrostatics and polarization in computational modeling of REM interactions with biological and bioinspired molecules. Relative binding free energies were obtained for Ln with coordination complexes originating from binding sites in PDB structures of a lanthanum binding peptide (PDB entry 7CCO) and LanM, with explicit consideration of the first hydration shell waters, according to quasi-chemical theory (QCT). Beyond the first shell, the bulk solvent environment was represented with an implicit continuum model. Ln interactions with (HO) and both binding site models became more favorable, moving down the periodic series. This trend was more pronounced with the protein binding site models than with water, resulting in affinity increasing with periodic number, except for the last REM, Lu, which bound less favorably than the preceding element, Yb. Using the truncated 7CCO binding site model, the magnitude and trend of the experimental Ln relative binding free energies for the whole 7CCO peptide were reproduced. Conversely, the previously reported experimental data for LanM show a preference for the earlier lanthanides; this is likely due to longer-range interactions and cooperative effects, which are not represented by the reduced models. Using the truncated 7CCO binding site model, the magnitude and trend of the experimental Ln relative binding free energies for the whole 7CCO peptide were reproduced. In contrast to the previously reported experimental data for LanM, the peptide preferentially binds the earlier lanthanides. This difference likely arises due to longer-range interactions and cooperative effects not represented by the peptide. Further investigation of Ln interactions with whole proteins using polarizable molecular mechanics models with explicit solvent is warranted to understand the influence of longer-ranged interactions, cooperativity, and bulk solvent. Nevertheless, the present work provides new insights into Ln interactions with biomolecules and presents an effective computational platform for designing specific single-site REM binding peptides more efficiently.

摘要

从开采的矿石中提取稀土金属(REM)的传统方法效率低下、成本高昂且对环境有害。最近发现的镧调蛋白(LanM)是一种能以高亲和力和选择性将稀土金属与竞争性离子配位的蛋白质,为新的稀土精炼方法提供了灵感。在这里,我们使用量子力学(QM)方法研究三价镧系阳离子(Ln)与代表大量溶剂水和蛋白质结合位点的配位系统的相互作用。能量分解分析(EDA)表明,Ln与溶剂代表物(水,HO)和蛋白质结合位点(乙酸根,CHCOO)相互作用的能量成分存在差异,突出了在稀土与生物和仿生分子相互作用的计算建模中准确描述静电和极化的重要性。根据准化学理论(QCT),明确考虑第一水合层水,获得了Ln与源自镧结合肽(PDB编号7CCO)和LanM的PDB结构中结合位点的配位络合物的相对结合自由能。除了第一水合层之外,大量溶剂环境用隐式连续介质模型表示。随着周期序列向下移动,Ln与(HO)以及两种结合位点模型的相互作用变得更有利。这种趋势在蛋白质结合位点模型中比在水中更明显,导致亲和力随原子序数增加,除了最后一种稀土元素镥(Lu),其结合不如前一种元素镱(Yb)有利。使用截短的7CCO结合位点模型,再现了整个7CCO肽的实验Ln相对结合自由能的大小和趋势。相反,先前报道的LanM的实验数据显示对较早的镧系元素有偏好;这可能是由于长程相互作用和协同效应,而简化模型未体现这些效应。使用截短的7CCO结合位点模型,再现了整个7CCO肽的实验Ln相对结合自由能的大小和趋势。与先前报道的LanM的实验数据相反,该肽优先结合较早的镧系元素。这种差异可能是由于该肽未体现的长程相互作用和协同效应引起的。有必要使用具有明确溶剂的可极化分子力学模型进一步研究Ln与完整蛋白质的相互作用,以了解长程相互作用、协同性和大量溶剂的影响。尽管如此,目前的工作为Ln与生物分子的相互作用提供了新的见解,并提出了一个有效的计算平台,以便更有效地设计特定的单位点稀土结合肽。

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