Evidence map›Paper›PMID 39378149›Full record

ArticleACS nano2024

Stick, Slide, or Bounce: Charge Density Controls Nanoparticle Diffusion.

Ahmad Reza Motezakker, Luiz G Greca, Enrico Boschi, Gilberto Siqueira, Fredrik Lundell, Tomas Rosén, Gustav Nyström, L Daniel Söderberg

Abstract read
In one paragraph

Article in ACS nano, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Particle-Nanofiber Superstructures.Accounts of materials research · 2026
    Article
  3. Article
  4. Article
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

8 authors.

Ahmad Reza MotezakkerDepartment of Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, SE 100 44, Sweden.
Luiz G GrecaLaboratory for Cellulose and Wood Materials, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland.ORCID 0000-0001-8518-1194
Enrico BoschiLaboratory for Cellulose and Wood Materials, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland.ORCID 0009-0009-8426-5658
Gilberto SiqueiraLaboratory for Cellulose and Wood Materials, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland.ORCID 0000-0001-9090-8116
Fredrik LundellDepartment of Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, SE 100 44, Sweden.ORCID 0000-0002-2504-3969
Tomas RosénWallenberg Wood Science Center, KTH Royal Institute of Technology, Stockholm, SE 100 44, Sweden.ORCID 0000-0002-2346-7063
Gustav NyströmLaboratory for Cellulose and Wood Materials, Swiss Federal Laboratories for Materials Science and Technology (Empa), Dübendorf 8600, Switzerland.ORCID 0000-0003-2739-3222
L Daniel SöderbergWallenberg Wood Science Center, KTH Royal Institute of Technology, Stockholm, SE 100 44, Sweden.ORCID 0000-0003-3737-0091

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The diffusion and interaction dynamics of charged nanoparticles (NPs) within charged polymer networks are crucial for understanding various biological and biomedical applications. Using a combination of coarse-grained molecular dynamics simulations and experimental diffusion studies, we investigate the effects of the NP size, relative surface charge density (ζ), and concentration on the NP permeation length and time. We propose a scaling law for the relative diffusion of NPs with respect to concentration and ζ, highlighting how these factors influence the NP movement within the network. The analyses reveal that concentration and ζ significantly affect NP permeation length and time, with ζ being critical, as critical as concentration. This finding is corroborated by controlled release experiments. Further, we categorize NP dynamics into sticking, sliding, and bouncing regimes, demonstrating how variations in ζ, concentration, and NP size control these behaviors. Through normalized attachment time (NAT) analyses, we elucidate the roles of electrostatic interactions, steric hindrance, and hydrodynamic forces in governing NP dynamics. These insights provide guidance for optimizing NP design in targeted drug delivery and advanced material applications, enhancing our understanding of NP behavior in complex environments.

Indexed as

controlled releasedrug deliveryelectrostatic interactionsmolecular dynamics simulationsnanoparticle diffusionpolymer networkssurface charge effects

Identifiers

PMID39378149
PMCPMC11503907

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.