Evidence map›Paper›PMID 41154656›Full record

ArticleBiomolecules2025

Field-Gated Anion Transport in Nanoparticle Superlattices Controlled by Charge Density and Ion Geometry: Insights from Molecular Dynamics Simulations.

Yuexin Su, Jianxiang Huang, Zaixing Yang, Yangwei Jiang, Ruhong Zhou

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In one paragraph

Article in Biomolecules, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

5 authors.

Yuexin SuSchool of Physics, Zhejiang University, Hangzhou 310027, China.
Jianxiang HuangInstitute of Quantitative Biology, College of Life Sciences, Zhejiang University, Hangzhou 310027, China.
Zaixing YangInstitute of Quantitative Biology, College of Life Sciences, Zhejiang University, Hangzhou 310027, China.ORCID 0000-0003-3521-6867
Yangwei JiangSchool of Physics, Zhejiang University, Hangzhou 310027, China.
Ruhong ZhouSchool of Physics, Zhejiang University, Hangzhou 310027, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanoparticle superlattices-periodic assemblies of uniformly spaced nanocrystals-bridge the nanoscale precision of individual particles with emergent collective properties akin to those of bulk materials. Recent advances demonstrate that multivalent ions and charged polymers can guide the co-assembly of nanoparticles, imparting electrostatic gating and enabling semiconductor-like behavior. However, the specific roles of anion geometry, valency, and charge density in mediating ion transport remain unclear. Here, we employ coarse-grained molecular dynamics simulations to investigate how applied electric fields (0-0.40 V/nm) modulate ionic conductivity and spatial distribution in trimethylammonium-functionalized gold nanoparticle superlattices assembled with four phosphate anions of distinct geometries and charges. Our results reveal that linear anions outperform ring-shaped analogues in conductivity due to higher charge densities and weaker interfacial binding. Notably, charge density exerts a greater influence on ion mobility than size alone. Under strong fields, anions accumulate at nanoparticle interfaces, where interfacial adsorption and steric constraints suppress transport. In contrast, local migration is governed by geometrical confinement and field strength. Analyses of transition probability and residence time further indicate that the rigidity and delocalized charge of cyclic anions act as mobility barriers. These findings provide mechanistic insights into the structure-function relationship governing ion transport in superlattices, offering guidance for designing next-generation ion conductors, electrochemical sensors, and energy storage materials through anion engineering.

Indexed as

AnionsMetal NanoparticlesMolecular Dynamics SimulationGoldIon TransportStatic ElectricityAnionsGoldanion propertieselectrostatic gatingionic conductivitymolecular dynamics simulationsnanoparticle superlattices

Identifiers

PMID41154656
PMCPMC12563655

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