Molecular Dynamics Study of Protein Aggregation at Moving Interfaces

被引:2
作者
Sarter, Tim [1 ]
Friess, Wolfgang [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, Dept Pharm Pharmaceut Technol & Biopharmaceut, D-81377 Munich, Germany
关键词
molecular dynamics; protein aggregation; interface; pumping; protein film; PARTICLE FORMATION; FORCE-FIELD; ADSORPTION; MARTINI; TRANSITIONS; SIMULATION; DESORPTION;
D O I
10.1021/acs.molpharmaceut.3c00865
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Repeated compression and dilation of a protein film adsorbed to an interface lead to aggregation and entry of film fragments into the bulk. This is a major mechanism for protein aggregate formation in drug products upon mechanical stress, such as shaking or pumping. To gain a better understanding of these events, we developed a molecular dynamics (MD) setup, which would, in a later stage, allow for in silico formulation optimization. In contrast to previous approaches, the molecules of our model protein human growth hormone displayed realistic shapes, surfaces, and interactions with each other and the interface. This enabled quantitative assessment of protein cluster formation. Simulation outcomes aligned with experimental data on subvisible particles and turbidity, thereby validating the model. Computational and experimental results indicated that compression speed does not affect the aggregation behavior of preformed protein films but rather their regeneration. Protein clusters that formed during compression disassembled upon relaxation, suggesting that the particles originate from a partly compressed state. Desorption studies via steered MD revealed that proteins from compressed systems are more likely to detach as clusters, implying that compression effects at the interface translate into aggregates present in the bulk solution. With the possibility of studying the impact of different variables upon compression and dilation at the interface on a molecular level, our model contributes to the understanding of the mechanisms of protein aggregation at moving interfaces. It also enables further studies to change formulation parameters, interfaces, or proteins.
引用
收藏
页码:1214 / 1221
页数:8
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