Superparamagnetic iron oxide nanoparticles (SPIONs) compose a class of magnetic nanoparticles (MNPs) that have been increasingly studied as pivotal agents in the biomedicine, environmental remediation, and theranostics fields [1-4] due their distinctive chemical and physical properties such as high magnetization, ease of functionalization, and low toxicity, to name a few. Magnetic separation is an essential step of a diverse range of applications that involve a binding entity to the MNPs’ surface. In this context, separation techniques based on field-induced magnetophoresis have proven to be efficient. Still, the separation of MNPs within a liquid phase becomes more challenging as their size is reduced, mainly due to the predominance of random Brownian motion. The use of horizontal magnetic gradients (
i.e. perpendicular to gravity) has been proposed and explored as a promising alternative to achieve the separation of ultra-small (< 30 nm) MNPs, with increasing evidence from experimentations with SPIONs [5,6]. This approach benefits from a combined effect of particle self-assembly, due to dipole-dipole interactions, and potential particle-fluid interactions. Recent numerical studies and X-ray scattering data brought evidence of magnetic separation through non-cooperative mechanisms of ultra-small SPIONs [7]. Particles in the proximity of a magnetic pole (
i.e. initially non-emerged into the magnetic gradient) were observed to undergo magnetophoresis as well, eventually accumulating at a collection plane. To further investigate this behavior, this study aims to optimize the separation of ultra-small SPIONs in batch and decipher the separation mechanisms using numerical modeling and SAXS analysis and implement, for the first time, the continuous-flow separation of these materials.In the experimental portion of this study, we will perform both batch and continuous-flow separations of ultra-small SPIONs through our custom quadrupole magnetic sorter (QMS) as the source of the horizontal, constant magnetic gradient (, ). Briefly, our custom QMS consists of a specific magnetic arrangement of four permanent magnets that revolve around a bore, throughout which the quadrupole magnetic gradient manifests. Independent variables will consist of different particle sizes (, nm) – assuming that particles are spherical in shape with a homogenous size distribution – and the aqueous dispersion’s initial concentrations (, ). Specifically for the continuous-flow case, dispersion flowrate (, ) will be considered, which is consistently related to manipulating the dispersion velocity (, ) as it travels through the QMS bore. For the numerical portion, we will employ the finite-element method (FEM) simulation software, COMSOL Multiphysics 6.2, to model the magnetic field generated by the QMS and to predict the trajectory of the particles inside the system [8,9]. This model will comprehensively consider magnetophoretic, gravitational, Brownian, and fluid drag forces.We intend to elucidate the role of cooperative magnetophoresis, as well as particle-fluid interactions, in the separation processes both experimentally and numerically. Through these experiments, we intend to deepen the discussion and understanding of novel mechanisms through which magnetic separation of ultra-small SPIONs becomes possible and further develop the field toward more efficient magnetic separation systems.
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- Vangijzegem, T.; Lecomte, V.; Ternad, I.; Van Leuven, L.; Muller, R.N.; Stanicki, D.; Laurent, S. Superparamagnetic Iron Oxide Nanoparticles (SPION): From Fundamentals to State-of-the-Art Innovative Applications for Cancer Therapy. Pharmaceutics 2023, 15, doi:10.3390/pharmaceutics15010236.
- Gomez-Pastora, J.; Wu, X.; Sundar, N.; Alawi, J.; Nabar, G.; Winter, J.O.; Zborowski, M.; Chalmers, J.J. Self-Assembly and sedimentation of 5 nm SPIONs using horizontal, high magnetic fields and gradients. Sep Purif Technol 2020, 248, doi:10.1016/j.seppur.2020.117012.
- Ciannella, S.; Wu, X.; Gonzalez-Fernandez, C.; Rezaei, B.; Strayer, J.; Choe, H.; Wu, K.; Chalmers, J.; Gomez-Pastora, J. Kinetic and Parametric Analysis of the Separation of Ultra-Small, Aqueous Superparamagnetic Iron Oxide Nanoparticle Suspensions under Quadrupole Magnetic Fields. Micromachines (Basel) 2023, 14, doi:10.3390/mi14112107.
- Wu, X.; Choe, H.; Strayer, J.; Gomez-Pastora, J.; Zborowski, M.; Wyslouzil, B.; Chalmers, J. Numerical modeling and in situ small angle X-ray scattering characterization of ultra-small SPION magnetophoresis in a high field and gradient separator. Nanoscale 2024, 16, 7041-7057, doi:10.1039/d3nr05589b.
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- Zborowski, M.; Chalmers, J.J. Magnetophoresis: Fundamentals and Applications. In Wiley Encyclopedia of Electrical and Electronics Engineering; 2015; pp. 1-23.