Evidence map›Paper›PMID 42093323›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Peptide-Ligand Cooperative Interplay Drives Gold Nanoparticle Encapsulation by Protein Cages.

Wenhui Li, Niklas Mucke, Michael Rütten, Tommaso L Schweers, Tobias Beck, Vikram Jadhao

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

6 authors.

Wenhui LiIntelligent Systems Engineering, Indiana University Bloomington, Indiana, USA.
Niklas MuckeDepartment of Chemistry, Institute of Physical Chemistry, University of Hamburg, Hamburg, Germany.
Michael RüttenDepartment of Chemistry, Institute of Physical Chemistry, University of Hamburg, Hamburg, Germany.
Tommaso L SchweersDepartment of Chemistry, Institute of Physical Chemistry, University of Hamburg, Hamburg, Germany.
Tobias BeckDepartment of Chemistry, Institute of Physical Chemistry, University of Hamburg, Hamburg, Germany.ORCID https://orcid.org/0000-0001-7398-3982
Vikram JadhaoIntelligent Systems Engineering, Indiana University Bloomington, Indiana, USA.

Funding

Deutsche Forschungsgemeinschaft 408076438Deutsche Forschungsgemeinschaft EXC 2056 - project ID 390715994National Science Foundation DMR-1753182
6 · The paper itself

Abstract

Cargo encapsulation offers broad opportunities in synthetic biology, biocatalysis, and therapeutic delivery, with encapsulins serving as nanoscale reaction chambers or protective carriers. Yet, controlling cargo loading remains challenging. Here, we reveal a molecular-scale understanding of gold nanoparticle encapsulation in encapsulin protein cages. Experiments investigate how salt concentration, nanoparticle functionalization with ligands, and cargo-loading peptides influence encapsulation performance. Molecular dynamics simulations connect these experimental observations to the free-energy landscape governing the initial association of an encapsulin protomer binding to the nanoparticle surface. Simulations reveal three salt-dependent sets of nanoparticle-protomer binding free-energy compared to protomer-protomer binding energy: much stronger nanoparticle-protomer binding at low salt, slightly stronger nanoparticle-protomer binding in a wide range of intermediate salt, and weakened nanoparticle-protomer attraction at high salt, corresponding to experimental observations of co-precipitates, nanoparticle encapsulation, and empty cages, respectively. Importantly, the robustness of encapsulation to variations in salt concentration arises from cooperative effects between ligands and peptides: ligands mediate electrostatic attraction and promote peptide extension, while peptides extend the protomer recruitment zone and prevent kinetic trapping. This integrated experimental and computational approach provides molecular-level insight into encapsulation energetics and peptide-ligand cooperative interplay, guiding the rational design of bio-inspired nanocages for selective delivery and templated synthesis.

Indexed as

GoldMetal NanoparticlesPeptidesProteinsLigandsMolecular Dynamics SimulationGoldLigandsPeptidesProteinsencapsulationencapsulinsgold nanoparticlesmolecular dynamicsprotein cages

Identifiers

PMID42093323
PMCPMC13432550

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.