Evidence map›Paper›PMID 41826298›Full record

ArticleNature communications2026

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

Sakshi Yadav Schmid, Benjamin Helfrecht, Amy Stegmann, Benjamin A Legg, Harley Pyles, Jiajun Chen, John R Edison, Maxim Ziatdinov, Zdenek Preisler, Orion Dollar and 6 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Sakshi Yadav Schmid *Physical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Benjamin Helfrecht *Physical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.ORCID 0000-0002-2260-7183
Amy Stegmann *Molecular Engineering and Science Institute, University of Washington, Seattle, WA, USA.
Benjamin A LeggPhysical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.ORCID 0000-0002-3055-1829
Harley PylesDepartment of Biochemistry, University of Washington, Seattle, WA, USA.
Jiajun ChenDepartment of Materials Science and Engineering, University of Washington, Seattle, WA, USA.
John R EdisonMolecular Foundry, Lawrence Berkeley National Laboratory, California, USA.
Maxim ZiatdinovPhysical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Zdenek PreislerMolecular Foundry, Lawrence Berkeley National Laboratory, California, USA.
Orion DollarDepartment of Chemical Engineering, University of Washington, Seattle, WA, USA.
Stephen WhitelamMolecular Foundry, Lawrence Berkeley National Laboratory, California, USA.ORCID 0000-0002-0086-6803
Sergei KalininDepartment of Materials Science and Engineering, University of Tennessee, Knoxville, TN, USA.ORCID 0000-0001-5354-6152
David BakerDepartment of Biochemistry, University of Washington, Seattle, WA, USA.ORCID 0000-0001-7896-6217
Christopher J MundyPhysical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA. chris.mundy@pnnl.gov.ORCID 0000-0003-1378-5241
Shuai ZhangPhysical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA. shuai.zhang@pnnl.gov.ORCID 0000-0003-0170-6470
James J De YoreoPhysical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA. james.deyoreo@pnnl.gov.ORCID 0000-0002-9541-733X

Funding

DOE | LDRD | Pacific Northwest National Laboratory (Pacific Northwest National Lab) FWP 72448National Science Foundation Graduate Research Fellowship
6 · The paper itself

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.

Indexed as

ProteinsSolventsAluminum SilicatesMicroscopy, Atomic ForceMonte Carlo MethodNanotubesSurface PropertiesWaterAluminum SilicatesmicaProteinsSolventsWater

Identifiers

PMID41826298
PMCPMC12987978

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.