# Predictive Modeling and Experimental Validation of Magnetophoretic Delivery of Magnetic Nanocultures

**Authors:** Rohit Chauhan, Huda Usman, Nitin Minocha, Mehdi Molaei, Tagbo H. R. Niepa, Meenesh R. Singh

PMC · DOI: 10.1021/acsmaterialslett.5c00753 · ACS Materials Letters · 2025-06-25

## TL;DR

Researchers developed a model to predict how magnetic microcapsules move in a magnetic field and confirmed it with experiments.

## Contribution

A novel analytical model for magnetophoretic transport of magnetic nanocultures is introduced and experimentally validated.

## Key findings

- A model predicting microcapsule terminal velocity under magnetic fields was derived and validated experimentally.
- 10-nm magnetic nanoparticles showed optimal magnetophoretic response in experiments.
- The model accounts for hindered motion at high microcapsule densities.

## Abstract

Magnetophoresis offers
a powerful strategy for the targeted delivery
of functional microcapsules. Here, we present a combined theoretical
and experimental framework to predict the magnetophoretic transport
of magnetic nanocultures–microcapsules embedded with magnetic
nanoparticles and living cells. We derive a novel analytical expression
for the terminal velocity of microcapsules under a spatially decaying
magnetic field. The model incorporates magnetic and hydrodynamic forces
in low Reynolds number regimes and predicts microcapsule velocity
variations with nanoparticle size and field strength. Experimental
validation using nanocultures containing nanoparticles 5, 10, and
20 nm in size confirms the model’s accuracy, with 10-nm particles
showing optimal magnetophoretic response. The model also accounts
for hindered motion at high microcapsule densities. This work provides
a predictive tool for designing magnetically guided systems for microbial
delivery, localization, and patterning, with applications in bioreactors,
therapy, and engineered living materials.

## Full-text entities

- **Chemicals:** W (MESH:D014414), DMR-2104731 (-), PVA (MESH:D011142), oil (MESH:D009821), water (MESH:D014867), neodymium (MESH:D009354), iron oxide (MESH:C000499), platinum (MESH:D010984), O (MESH:D010100), Nile Red (MESH:C044808), polymer (MESH:D011108)
- **Species:** Bacteria Latreille et al. 1825 (Bacteria stick insect, genus) [taxon 629395], Pseudomonas aeruginosa (species) [taxon 287]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12239069/full.md

## References

25 references — full list in the complete paper: https://tomesphere.com/paper/PMC12239069/full.md

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Source: https://tomesphere.com/paper/PMC12239069