Abstract
This study is motivated by the development of a blood cell filtration device for removal of malaria-infected, parasitized red blood cells (pRBCs). The blood was modeled as a multi-component fluid using the computational fluid dynamics discrete element method (CFD-DEM), wherein plasma was treated as a Newtonian fluid and the red blood cells (RBCs) were modeled as soft-sphere solid particles which move under the influence of drag, collisions with other RBCs, and a magnetic force. The CFD-DEM model was first validated by a comparison with experimental data from Han and Frazier (Lab Chip 6:265–273, 2006) involving a microfluidic magnetophoretic separator for paramagnetic deoxygenated blood cells. The computational model was then applied to a parametric study of a parallel-plate separator having hematocrit of 40 % with 10 % of the RBCs as pRBCs. Specifically, we investigated the hypothesis of introducing an upstream constriction to the channel to divert the magnetic cells within the near-wall layer where the magnetic force is greatest. Simulations compared the efficacy of various geometries upon the stratification efficiency of the pRBCs. For a channel with nominal height of 100 µm, the addition of an upstream constriction of 80 % improved the proportion of pRBCs retained adjacent to the magnetic wall (separation efficiency) by almost twofold, from 26 to 49 %. Further addition of a downstream diffuser reduced remixing and hence improved separation efficiency to 72 %. The constriction introduced a greater pressure drop (from 17 to 495 Pa), which should be considered when scaling up this design for a clinical-sized system. Overall, the advantages of this design include its ability to accommodate physiological hematocrit and high throughput, which is critical for clinical implementation as a blood-filtration system.
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This research was supported by NIH Grant 1 R01 HL089456.
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Appendix: Symbol and explanation
Appendix: Symbol and explanation
Symbol | Explanation | Symbol | Explanation |
---|---|---|---|
ρ p | Density of plasma | \(\varvec{\omega}\) | Angular velocity |
\(\varvec{v}_{p}\) | Velocity of plasma | \(\tilde{\varvec{F}}_{contact}^{m,n}\) | Tangential component of the contact force |
ρ p0 | Density of the plasma in the reference configuration | \(\tilde{k}\) | Tangential spring stiffness |
ε | Volume fraction of plasma | \(\tilde{\eta }\) | Tangential damping coefficient |
\(\varvec{T}_{p}\) | Constitutive equation of plasma | μ f | Friction coefficient |
p | Pressure of the mixture | \(\tilde{\varvec{v}}_{r}^{m,n}\) | Relative tangential velocity |
λ p | First coefficients of viscosity of the pure plasma | \(\tilde{\delta }\) | Tangential displacement |
μ p | Second coefficients of viscosity of the pure plasma | \(\varvec{t}^{m,n}\) | Tangential unit vector |
\(\varvec{D}_{p}\) | Symmetric part of the velocity gradient | \(\hat{\delta }_{0}\) | Tangential displacement in the previous time step |
\(\varvec{F}_{pr}\) | Interaction forces | \(\varvec{n}_{0}^{m.n}\) | Normal direction in the previous time step |
\(\varvec{b}_{p}\) | Body force | \(\varvec{e}_{{z^{'} }}\) | Unit vectors in the z |
m r | Mass of a RBC | \(\varvec{e}_{{y^{'} }}\) | Unit vectors in the y |
\(\varvec{x}_{r}\) | Instantial space position of RBCs | μ w | Magnetic permeability of the ferromagnetic wire |
\(\varvec{F}_{\text{contact}}\) | Force of collision with other RBCs or boundaries | μ 0 | Magnetic permeability of free space |
\(\varvec{F}_{pr}\) | Interaction force with continuous phase | M s | Saturation magnetization field of the rectangular wire |
\(\varvec{F}_{ext}\) | External force field | χ p | Magnetic susceptibility of the plasma |
\(\varvec{F}_{\text{contact}}^{m,n}\) | The normal component of the contact force | χ rbc | Magnetic susceptibility of RBCs |
\(\hat{k}\) | Normal “spring” stiffness | V rbc | Volume of the RBCs |
\(\hat{\eta }\) | Normal damping coefficient | a | Nominal radius of the wire |
δ | A (fictitious) overlap between two RBCs | H 0 | The applied external magnetic field |
R | Radius of a RBC | H c | Constriction height |
\(\varvec{n}\) | Normal unit vector between two RBCs | L c | Constriction length |
\(\varvec{v}_{r}^{m,n}\) | Relative velocity | L d | Diffuser length |
\(\hat{\varvec{v}}_{r}^{m,n}\) | Normal relative velocity |
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Wu, WT., Martin, A.B., Gandini, A. et al. Design of microfluidic channels for magnetic separation of malaria-infected red blood cells. Microfluid Nanofluid 20, 41 (2016). https://doi.org/10.1007/s10404-016-1707-4
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DOI: https://doi.org/10.1007/s10404-016-1707-4