Impact of solvent forces and broken symmetry on the assembly of designed proteins at a liquid-solid interface

The era of protein design has enabled the creation of hybrid protein-inorganic interfaces, leading to both surface-directed self-assembly of de novo protein architectures and protein-directed formation of inorganic materials. However, the resulting patterns of protein assembly are often unexpected, implying that essential interactions are not accounted for in current design platforms. Here, we use high-speed atomic force microscopy (AFM) analyzed through machine learning to follow the assembly of protein nanorods in aqueous electrolytes on two types of mica exhibiting disparate symmetry elements, which are imprinted on the overlying hydration structure. Using Monte Carlo simulations, we reproduce the observed phases and show that an observed smectic phase, previously thought to be unstable for non-interacting rods in two dimensions, emerges when crystal symmetry introduces a directional bias. The findings demonstrate the importance of incorporating solvent forces as modulated by the hydration structure inherent to interfacial systems when designing protein assemblies at liquid-crystal interfaces. Coupling physics-based simulations that can account for these factors to de novo protein design algorithms can lead to improved design platforms for bio-inspired, hybrid materials.

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Publication Details

Journal
Nature Communications
Published
2026-03-13
DOI
https://doi.org/10.1038/s41467-026-69170-0
Primary Topic
Force Microscopy Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Impact of solvent forces and broken symmetry on the assembly of designed proteins at a liquid-solid interface

Maxim Ziatdinov, Orion Dollar, Benjamin A. Helfrecht, Benjamin A. Legg et al.
Nature Communications
Force Microscopy Techniques and Applications
article

Impact of solvent forces and broken symmetry on the assembly of designed proteins at a liquid-solid interface

Maxim Ziatdinov, Orion Dollar, Benjamin A. Helfrecht, Benjamin A. Legg, Zdeněk Preisler, Harley Pyles, Amy E. Stegmann, David E. Baker, Stephen Whitelam, James J. De Yoreo, John R. Edison, Shuai Zhang, Christopher J. Mundy, Sergei V. Kalinin, Jiajun Chen, Sakshi Yadav Schmid
article en

Abstract

The era of protein design has enabled the creation of hybrid protein-inorganic interfaces, leading to both surface-directed self-assembly of de novo protein architectures and protein-directed formation of inorganic materials. However, the resulting patterns of protein assembly are often unexpected, implying that essential interactions are not accounted for in current design platforms. Here, we use high-speed atomic force microscopy (AFM) analyzed through machine learning to follow the assembly of protein nanorods in aqueous electrolytes on two types of mica exhibiting disparate symmetry elements, which are imprinted on the overlying hydration structure. Using Monte Carlo simulations, we reproduce the observed phases and show that an observed smectic phase, previously thought to be unstable for non-interacting rods in two dimensions, emerges when crystal symmetry introduces a directional bias. The findings demonstrate the importance of incorporating solvent forces as modulated by the hydration structure inherent to interfacial systems when designing protein assemblies at liquid-crystal interfaces. Coupling physics-based simulations that can account for these factors to de novo protein design algorithms can lead to improved design platforms for bio-inspired, hybrid materials.

Nature CommunicationsVol. 17(1)
Oak Ridge National Laboratory (US), Howard Hughes Medical Institute (US), Pacific Northwest National Laboratory (US), Johns Hopkins University (US), Lawrence Berkeley National Laboratory (US), University of Fribourg (CH), University of Washington (US), National Library of Catalonia (ES), Therapeutics Clinical Research (US), École Polytechnique Fédérale de Lausanne (CH), University of Tennessee at Knoxville (US)
U.S. Department of Energy, Indian Institute of Science, Indian National Science Academy, Indian Institute of Science Education and Research Mohali
Openalex Percentile: Top 21%
Force Microscopy Techniques and Applications
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