ArticleThe European physical journal. E, Soft matter2016
Nanoparticle filtering in charged hydrogels: Effects of particle size, charge asymmetry and salt concentration.
Article in The European physical journal. E, Soft matter, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 52 citations in OpenAlex.
- Hydrogel-Mediated Delivery of Drug Nanocarriers in the Oedematous Postoperative Brain.Pharmaceutical research · 2026Article
- Extracellular vesicles as therapeutic agents for retinal ganglion cell degeneration: current challenges and future prospects.International ophthalmology · 2026Review
- Subdiffusion from competition between multi-exponential friction memory and energy barriers.The European physical journal. E, Soft matter · 2025Article
- Mathematical modelling of hollow microneedle-mediated transdermal drug delivery.Drug delivery and translational research · 2025Article
- Machine learning framework for investigating nano- and micro-scale particle diffusion in colonic mucus.Journal of nanobiotechnology · 2025Article
- Optimized Artificial Colonic Mucus Enabling Physiologically Relevant Diffusion Studies of Drugs, Particles, and Delivery Systems.Molecular pharmaceutics · 2025Article
- Numerical simulation study of nanoparticle diffusion in gray matter.Computational and structural biotechnology journal · 2024Article
- Nanoscopic Interfacial Hydrogel Viscoelasticity Revealed from Comparison of Macroscopic and Microscopic Rheology.Nano letters · 2024Article
- Anomalous diffusion of nanoparticles in the spatially heterogeneous biofilm environment.iScience · 2023Article
- Multiple particle tracking (MPT) using PEGylated nanoparticles reveals heterogeneity within murine lymph nodes and between lymph nodes at different locations.Biomaterials science · 2022Article
- Nanoparticles with dense poly(ethylene glycol) coatings with near neutral charge are maximally transported across lymphatics and to the lymph nodes.Acta biomaterialia · 2022Article
- Particle Diffusivity and Free-Energy Profiles in Hydrogels from Time-Resolved Penetration Data.Biophysical journal · 2021Article
- Testing of Multifractional Brownian Motion.Entropy (Basel, Switzerland) · 2020Article
- Robust antigen-specific tuning of the nanoscale barrier properties of biogels using matrix-associating IgG and IgM antibodies.Acta biomaterialia · 2019Article
- Particle Trapping Mechanisms Are Different in Spatially Ordered and Disordered Interacting Gels.Biophysical journal · 2018Article
- Quantifying non-ergodicity of anomalous diffusion with higher order moments.Scientific reports · 2017Article
- A Model for the Transient Subdiffusive Behavior of Particles in Mucus.Biophysical journal · 2017Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The understanding of particle transport mechanisms in biological and synthetic hydrogels is crucial for the development of advanced drug delivery methods. We propose a simple model for the diffusion of charged nanoparticles in cross-linked, charged hydrogels based on a cubic periodic environment and an electrostatic interaction potential of varying range and strength, encompassing attractive and repulsive scenarios. The long-time diffusive properties are investigated by use of Brownian dynamics simulations and analytical methods. A number of experimentally observed phenomena attributed to nonsteric interactions between hydrogel polymers and diffusing particle are naturally reproduced by our model. Charged particles diffuse slower than uncharged particles, regardless of the sign of the surface charge, but with a stronger hindrance effect for attractive electrostatic interactions. This is explained in terms of charged particles sticking to the polymer network in regions of strong opposite charge and their exclusion from similarly charged regions. In the case of attractive interactions between hydrogel polymers and the diffusing particle, smaller charged particles diffuse slower than larger ones. This stands in contrast to a size filtering scenario but is in agreement with experimental findings. In the case of repulsive interactions, a range of differently sized particles diffuse equally fast. We compare our model predictions with published experiments on charged particle diffusion in hydrogels and confirm that electrostatic interactions are a key factor influencing the diffusivity of charged nanoparticles and that oppositely charged gels are much more effective in slowing down a charged particle than similarly charged gels.
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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.