Impact of solvent forces and broken symmetry on the assembly of designed proteins at a liquid-solid interface
Abstract
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.
Article Details
Authors (16)
Sakshi Yadav Schmid
Benjamin Helfrecht
Amy Stegmann
Benjamin A. Legg
Physical & Computational Science Directorate, Pacific Northwest National Laboratory
Harley Pyles
Department of Biochemistry, University of Washington
JiaJun Chen
John R. Edison
Maxim Ziatdinov
Zdenek Preisler
Orion Dollar
Stephen Whitelam
Molecular Foundry
Sergei Kalinin
David Baker
Christopher J. Mundy
Physical Science Division, Pacific Northwest National Laboratory 1 , Richland, Washington 99352,
Shuai Zhang
James J. De Yoreo
Department of Materials Science and Engineering