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Ultrasound enhanced diffusion in hydrogels: An experimental and non-equilibrium molecular dynamics study
Sebastian E N Price1, Caroline Einen2, Othonas A Moultos3
1PoreLab and Department of Chemistry, The Norwegian University of Science and Technology, NTNU, N7491 Trondheim, Norway.
Focused ultrasound enhances nanoparticle diffusion in hydrogels. Both experiments and molecular dynamics simulations show increased particle movement, with particle velocity being a key factor in this ultrasound-enhanced diffusion.
Area of Science:
- Biophysics
- Materials Science
- Acoustic Engineering
Background:
- Focused ultrasound is known to enhance nanoparticle diffusion.
- Understanding this phenomenon is crucial for targeted drug delivery and medical imaging.
- Previous studies showed enhanced diffusion, but the underlying mechanisms require further investigation.
Purpose of the Study:
- To investigate the effect of focused ultrasound on nanoparticle diffusion in hydrogels.
- To compare experimental findings with non-equilibrium molecular dynamics (NEMD) simulations.
- To determine the frequency and amplitude dependencies of ultrasound-enhanced diffusion.
Main Methods:
- Single particle tracking experiments with 40 nm and 100 nm polystyrene nanoparticles in agarose hydrogels.
- Development of a coarse-grained NEMD model with an oscillating external force field simulating focused ultrasound.
- Comparison of experimental results with simulation data and theoretical diffusion equations.
Main Results:
- Focused ultrasound significantly increased the mean square displacement (MSD) of nanoparticles in hydrogels.
- NEMD simulations reproduced experimental MSD trends, highlighting the role of particle velocity.
- The model showed frequency dependency matching the two-time continuous time random walk (CTRW) model.
- At high ultrasound intensities, the diffusion coefficient approached the non-hindered diffusion coefficient.
Conclusions:
- Focused ultrasound effectively enhances nanoparticle diffusion in hydrogels.
- Particle velocity is a significant factor in ultrasound-enhanced diffusion.
- The developed NEMD model accurately captures the observed diffusion behaviors.
- The non-hindered diffusion coefficient is applicable at high ultrasound intensities in hydrogels.
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