Abstract
In this paper, we study a suspension of cells at a moderate volume fraction flowing in a microchannel filled with Newtonian or viscoelastic fluids and investigate the role of cell size, cell volume fraction, inertia, deformability, and fluid elasticity on the cell distribution. Our results suggest that the use of constant-viscosity viscoelastic fluid pushes the cells toward the channel centerline which can be used in microfluidic devices used for cell focusing such as cytometers. The cell-free layer increases which provides larger gap for separating rare cells in microfluidic devices. Furthermore, we show that the volumetric flow rate can be significantly enhanced with the addition of polymers in the suspending fluid. This effect enhances the processing speed which is of interest in designing microfluidic devices. This fundamental study can provide insight on the role of rheological properties of the fluid that can be tuned to control the motion of the cells for efficient design of microfluidic devices.
Similar content being viewed by others
References
Asmolov ES (1999) The inertial lift on a spherical particle in a plane poiseuille flow at large channel Reynolds number. J Fluid Mech 381:63–87
Chang K-S, Olbricht WL (1993) Experimental studies of the deformation and breakup of a synthetic capsule in steady and unsteady simple shear flow. J Fluid Mech 250:609–633
Charrier J, Shrivastava S, Wu R (1989) Free and constrained inflation of elastic membranes in relation to thermoforming non-axisymmetric problems. J Strain Anal Eng Des 24(2):55–74
Choi Y-S, Seo K-W, Lee S-J (2011) Lateral and cross-lateral focusing of spherical particles in a square microchannel. Lab Chip 11(3):460–465
Chorin AJ (1968) Numerical solution of the Navier–Stokes equations. Math Comput 22(104):745–762
Chung TD, Kim HC (2007) Recent advances in miniaturized microfluidic flow cytometry for clinical use. Electrophoresis 28(24):4511–4520
Cooley M, Sarode A, Hoore M, Fedosov DA, Mitragotri S, Gupta AS (2018) Influence of particle size and shape on their margination and wall-adhesion: implications in drug delivery vehicle design across nano-to-micro scale. Nanoscale 10(32):15350–15364
D’Avino G, Romeo G, Villone MM, Greco F, Netti PA, Maffettone PL (2012) Single line particle focusing induced by viscoelasticity of the suspending liquid: theory, experiments and simulations to design a micropipe flow-focuser. Lab Chip 12(9):1638–1645
D’Avino G, Greco F, Maffettone PL (2017) Particle migration due to viscoelasticity of the suspending liquid and its relevance in microfluidic devices. Annu Rev Fluid Mech 49:341–360
Del Giudice F, DAvino G, Greco F, Netti PA, Maffettone PL (2015) Effect of fluid rheology on particle migration in a square-shaped microchannel. Microfluid Nanofluid 19(1):95–104
Del Giudice F, Sathish S, DAvino G, Shen AQ (2017) From the edge to the center: viscoelastic migration of particles and cells in a strongly shear-thinning liquid flowing in a microchannel. Anal Chemi
Di Carlo D (2009) Inertial microfluidics. Lab Chip 9(21):3038–3046
Di Carlo D, Irimia D, Tompkins RG, Toner M (2007) Continuous inertial focusing, ordering, and separation of particles in microchannels. Proc Natl Acad Sci 104(48):18892–18897
Di Carlo D, Edd JF, Humphry KJ, Stone HA, Toner M (2009) Particle segregation and dynamics in confined flows. Phys Rev Lett 102(9):094503
Doddi SK, Bagchi P (2009) Three-dimensional computational modeling of multiple deformable cells flowing in microvessels. Phys Rev E 79(4):046318
Faridi MA, Ramachandraiah H, Banerjee I, Ardabili S, Zelenin S, Russom A (2017) Elasto-inertial microfluidics for bacteria separation from whole blood for sepsis diagnostics. J Nanobiotechnol 15(1):3
Fedosov DA, Caswell B, Popel AS, Karniadakis GE (2010) Blood flow and cell-free layer in microvessels. Microcirculation 17(8):615–628
Feng J, Hu HH, Joseph DD (1994) Direct simulation of initial value problems for the motion of solid bodies in a newtonian fluid part 1. Sedimentation. J Fluid Mech 261:95–134
Friend J, Yeo LY (2011) Microscale acoustofluidics: microfluidics driven via acoustics and ultrasonics. Rev Mod Phys 83(2):647
Godin J, Chen C-H, Cho SH, Qiao W, Tsai F, Lo Y-H (2008) Microfluidics and photonics for bio-system-on-a-chip: a review of advancements in technology towards a microfluidic flow cytometry chip. J Biophoton 1(5):355–376
Gossett DR, Weaver WM, Mach AJ, Hur SC, Tse HTK, Lee W, Amini H, Di Carlo D (2010) Label-free cell separation and sorting in microfluidic systems. Anal Bioanal Chem 397(8):3249–3267
Ho B, Leal L (1974) Inertial migration of rigid spheres in two-dimensional unidirectional flows. J Fluid Mech 65(2):365–400
Howell PB Jr, Golden JP, Hilliard LR, Erickson JS, Mott DR, Ligler FS (2008) Two simple and rugged designs for creating microfluidic sheath flow. Lab Chip 8(7):1097–1103
Hur SC, Tse HTK, Di Carlo D (2010) Sheathless inertial cell ordering for extreme throughput flow cytometry. Lab Chip 10(3):274–280
Karimi A, Yazdi S, Ardekani AM (2013) Hydrodynamic mechanisms of cell and particle trapping in microfluidics. Biomicrofluidics 7(2):021501
Karnis A, Goldsmith H, Mason S (1966) The flow of suspensions through tubes: V. inertial effects. Can J Chem Eng 44(4):181–193
Kilimnik A, Mao W, Alexeev A (2011) Inertial migration of deformable capsules in channel flow. Phys Fluids 23(12):123302
Krüger T, Kaoui B, Harting J (2014) Interplay of inertia and deformability on rheological properties of a suspension of capsules. J Fluid Mech 751:725–745
Kunze A, Che J, Karimi A, Di Carlo D (2015) Research highlights: cell separation at the bench and beyond. Lab Chip 15(3):605–609
Lancaster C, Kokoris M, Nabavi M, Clemmens J, Maloney P, Capadanno J, Gerdes J, Battrell C (2005) Rare cancer cell analyzer for whole blood applications: microcytometer cell counting and sorting subcircuits. Methods 37(1):120–127
Lee DJ, Brenner H, Youn JR, Song YS (2013) Multiplex particle focusing via hydrodynamic force in viscoelastic fluids. Sci Repo:3
Leonard BP (1979) A stable and accurate convective modelling procedure based on quadratic upstream interpolation. Comput Methods Appl Mech Eng 19(1):59–98
Leshansky A, Bransky A, Korin N, Dinnar U (2007) Tunable nonlinear viscoelastic focusing in a microfluidic device. Phys Rev Lett 98(23):234501
Li X, Pozrikidis C (2000) Wall-bounded shear flow and channel flow of suspensions of liquid drops. Int J Multiphase Flow 26(8):1247–1279
Li G, McKinley GH, Ardekani AM (2015) Dynamics of particle migration in channel flow of viscoelastic fluids. J Fluid Mech 785:486–505
Lim EJ, Ober TJ, Edd JF, Desai SP, Neal D, Bong KW, Doyle PS, McKinley GH, Toner M (2014) Inertio-elastic focusing of bioparticles in microchannels at high throughput. Nat Commun 2014:5
Liu C, Xue C, Chen X, Shan L, Tian Y, Hu G (2015) Size-based separation of particles and cells utilizing viscoelastic effects in straight microchannels. Anal Chem 87(12):6041–6048
Lu X, Liu C, Hu G, Xuan X (2017) Particle manipulations in non-Newtonian microfluidics: a review. J Colloid Interface Sci 500:182
Nam J, Tan JKS, Khoo BL, Namgung B, Leo HL, Lim CT, Kim S (2015) Hybrid capillary-inserted microfluidic device for sheathless particle focusing and separation in viscoelastic flow. Biomicrofluidics 9(6):064117
Paiè P, Bragheri F, Di Carlo D, Osellame R (2017) Particle focusing by 3D inertial microfluidics. Microsyst Nanoeng 3:17027
Pamme N (2006) Magnetism and microfluidics. Lab Chip 6(1):24–38
Pethig R (2010) Dielectrophoresis: status of the theory, technology, and applications. Biomicrofluidics 4(2):022811
Popel AS, Johnson PC (2005) Microcirculation and hemorheology. Annu Rev Fluid Mech 37:43–69
Pozrikidis C (2003) Modeling and simulation of capsules and biological cells. CRC Press, Boca Raton
Pranay P, Henríquez-Rivera RG, Graham MD (2012) Depletion layer formation in suspensions of elastic capsules in newtonian and viscoelastic fluids. Phys Fluids 24(6):061902
Raffiee AH, Dabiri S, Ardekani AM (2017a) Deformation and buckling of microcapsules in a viscoelastic matrix. Phys Rev E 96(3):032603
Raffiee AH, Dabiri S, Ardekani AM (2017b) Elasto-inertial migration of deformable capsules in a microchannel. Biomicrofluidics 11(6):064113
Ramanujan S, Pozrikidis C (1998) Deformation of liquid capsules enclosed by elastic membranes in simple shear flow: large deformations and the effect of fluid viscosities. J Fluid Mech 361:117–143
Romeo G, D’Avino G, Greco F, Netti PA, Maffettone PL (2013) Viscoelastic flow-focusing in microchannels: scaling properties of the particle radial distributions. Lab Chip 13(14):2802–2807
Saadat A, Guido CJ, Iaccarino G, Shaqfeh ESG (2018) Immersed-finite-element method for deformable particle suspensions in viscous and viscoelastic media. Phys Rev E 98(6):063316
Schaaf C, Stark H (2017) Inertial migration and axial control of deformable capsules. Soft Matter
Schonberg JA, Hinch E (1989) Inertial migration of a sphere in Poiseuille flow. J Fluid Mech 203:517–524
Segre G (1961) Radial particle displacements in poiseuille flow of suspensions. Nature 189:209–210
Seo KW, Kang YJ, Lee SJ (2014) Lateral migration and focusing of microspheres in a microchannel flow of viscoelastic fluids. Phys Fluids 26(6):063301
Sethu P, Sin A, Toner M (2006) Microfluidic diffusive filter for apheresis (leukapheresis). Lab Chip 6(1):83–89
Skalak R, Tozeren A, Zarda R, Chien S (1973) Strain energy function of red blood cell membranes. Biophys J 13(3):245–264
Sundararajan N, Pio MS, Lee LP, Berlin AA (2004) Three-dimensional hydrodynamic focusing in polydimethylsiloxane (PDMS) microchannels. J Microelectromech Syst 13(4):559–567
Unverdi SO, Tryggvason G (1992) A front-tracking method for viscous, incompressible, multi-fluid flows. J Comput Phys 100(1):25–37
van de Stolpe A, Pantel K, Sleijfer S, Terstappen LW, Den Toonder JM (2011) Circulating tumor cell isolation and diagnostics: toward routine clinical use
Villone M, DAvino G, Hulsen M, Greco F, Maffettone P (2013) Particle motion in square channel flow of a viscoelastic liquid: migration vs. secondary flows. J Non-Newtonian Fluid Mech 195:1–8
Yang S, Kim JY, Lee SJ, Lee SS, Kim JM (2011) Sheathless elasto-inertial particle focusing and continuous separation in a straight rectangular microchannel. Lab Chip 11(2):266–273
Zeng L, Balachandar S, Fischer P (2005) Wall-induced forces on a rigid sphere at finite Reynolds number. J Fluid Mech 536:1–25
Zhao H, Shaqfeh ES, Narsimhan V (2012) Shear-induced particle migration and margination in a cellular suspension. Phys Fluids 24(1):011902
Acknowledgements
This research was partially supported by a Grant from National Science Foundation [CBET-1705371].
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
There are no conflicts of interest to declare.
Additional information
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article is part of the topical collection “Particle motion in non-Newtonian microfluidics” guest edited by Xiangchun Xuan and Gaetano D’Avino.
Appendix
Appendix
To check the mesh and the domain size independency of the computational results, we follow the method used in Doddi and Bagchi (2009), where the volumetric flow rate of the flow is investigated for various grid and domain sizes. Figure 18a shows the volumetric flow rate of the cell suspension in a Newtonian fluid at \(Re=100\), \(\phi =10\%\) and \(\frac{a}{W}=0.3\) for various La numbers with \(128\times 76\times 76\) and \(200\times 133\times 133\) grid points in x, y, and z directions, respectively. The maximum error between two different grid sizes is \(2.44\%\). Hence, our results indicate that the numerical simulation performed in this study is independent of the mesh sizes. The results for the domain independency of the simulation are also plotted in Fig. 18b. The variation of the volumetric flow rate at \(Re=100\), \(\phi =10\%\), and \(\frac{a}{W}=0.3\) for two different domain sizes (\(L_x=4W\) and 8W) in the x direction along which the periodic boundary condition is considered. The maximum error between two channel geometries is \(0.71\%\) that proves the independency of the numerical results against the computational domain size.
Rights and permissions
About this article
Cite this article
Raffiee, A.H., Dabiri, S. & Ardekani, A.M. Suspension of deformable particles in Newtonian and viscoelastic fluids in a microchannel. Microfluid Nanofluid 23, 22 (2019). https://doi.org/10.1007/s10404-018-2182-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10404-018-2182-x