Abstract
The transport of active and passive particles plays central roles in diverse biological phenomena and engineering applications. In this paper, we present a theoretical investigation of a system consisting of an active particle and a passive particle in a confined micro-fluidic flow. The introduction of an external flow is found to induce the capture of the passive particle by the active particle via long-range hydrodynamic interactions among the particles. This hydrodynamic capture mechanism relies on an attracting stable equilibrium configuration formed by the particles, which occurs when the external flow intensity exceeds a certain threshold. We evaluate this threshold by studying the stability of the equilibrium configurations analytically and numerically. Furthermore, we study the dynamics of typical capture and non-capture events and characterize the basins of attraction of the equilibrium configurations. Our findings reveal a critical dependence of the hydrodynamic capture mechanism on the external flow intensity. Through adjusting the external flow intensity across the stability threshold, we demonstrate that the active particle can capture and release the passive particle in a controllable manner. Such a capture-and-release mechanism is desirable for biomedical applications such as the capture and release of therapeutic payloads by synthetic micro-swimmers in targeted drug delivery.
Similar content being viewed by others
References
Abdelmohsen, L.K.E.A., Peng, F., Tu, Y., Wilson, D.A.: Micro- and nano-motors for biomedical applications. J. Mater. Chem. B 2, 2395–2408 (2014)
Aragones, J.L., Steimel, J.P., Alexander-Katz, A.: Elasticity-induced force reversal between active spinning particles in dense passive media. Nat. Commun. 7, 11325 (2016)
Beatus, T., Tlusty, T., Bar-Ziv, R.: Phonons in a one-dimensional microfluidic crystal. Nat. Phys. 2(11), 743–748 (2006)
Beatus, T., Bar-Ziv, R., Tlusty, T.: Anomalous microfluidic phonons induced by the interplay of hydrodynamic screening and incompressibility. Phys. Rev. Lett. 99(12), 124502 (2007)
Beatus, T., Tlusty, T., Bar-Ziv, R.: Burgers shock waves and sound in a 2D microfluidic droplets ensemble. Phys. Rev. Lett. 103(11), 114502 (2009)
Beatus, T., Bar-Ziv, R.H., Tlusty, T.: The physics of 2D microfluidic droplet ensembles. Phys. Rep. 516(3), 103–145 (2012)
Bricard, A., Caussin, J.-B., Desreumaux, N., Dauchot, O., Bartolo, D.: Emergence of macroscopic directed motion in populations of motile colloids. Nature 503, 95–98 (2013)
Brotto, T., Caussin, J.-B., Lauga, E., Bartolo, D.: Hydrodynamics of confined active fluids. Phys. Rev. Lett. 110(3), 038101 (2013)
Clift, R., Grace, J.R., Weber, M.E.: Bubbles, Drops, and Particles. Courier Corporation, North Chelmsford (2005)
Contino, M., Lushi, E., Tuval, I., Kantsler, V., Polin, M.: Microalgae scatter off solid surfaces by hydrodynamic and contact forces. Phys. Rev. Lett. 115(25), 258102 (2015)
Das, A., Polley, A., Rao, M.: Phase segregation of passive advective particles in an active medium. Phys. Rev. Lett. 116(6), 068306 (2016)
Delmotte, B., Keaveny, E., Plouraboue, F., Climent, E.: Large-scale simulation of steady and time-dependent active suspensions with the force-coupling method. J. Comput. Phys. 302, 524–547 (2015)
Delmotte, B., Driscoll, M., Chaikin, P., Donev, A.: Hydrodynamic shocks in microroller suspensions. Phys. Rev. Fluids 2, 092301 (2017a)
Delmotte, B., Driscoll, M., Donev, A., Chaikin, P.: A minimal model for a hydrodynamic fingering instability in microroller suspensions. Phys. Rev. Fluids 2(11), 114301 (2017b)
Desreumaux, N., Florent, N., Lauga, E., Bartolo, D.: Active and driven hydrodynamic crystals. Euro. Phys. J. E 35(8), 1–11 (2012)
Dombrowski, C., Cisneros, L., Chatkaew, S., Goldstein, R.E., Kessler, J.O.: Self-concentration and large-scale coherence in bacterial dynamics. Phys. Rev. Lett. 93(9), 098103 (2004)
Driscoll, M., Delmotte, B., Youssef, M., Sacanna, S., Donev, A., Chaikin, P.: Unstable fronts and motile structures formed by microrollers. Nat. Phys. 13(4), 375–379 (2017)
Ezhilan, B., Saintillan, D.: Transport of a dilute active suspension in pressure-driven channel flow. J. Fluid Mech. 777, 482–522 (2015)
Fleury, J.B., Schiller, U.D., Thutupalli, S., Gompper, G., Seemann, R.: Mode coupling of phonons in a dense one-dimensional microfluidic crystal. N. J. Phys. 16, 063029 (2014)
Gao, W., Wang, J.: The environmental impact of micro/nanomachines: a review. ACS Nano 8(4), 3170–3180 (2014)
Gao, W., Kagan, D., Pak, O.S., Clawson, C., Campuzano, S., Chuluun-Erdene, E., Shipton, E., Fullerton, E.E., Zhang, L., Lauga, E., Wang, J.: Cargo-towing fuel-free magnetic nanoswimmers for targeted drug delivery. Small 8(3), 460–467 (2012)
Goldstein, R.E.: Green algae as model organisms for biological fluid dynamics. Annu. Rev. Fluid Mech. 47(1), 343–375 (2015)
Ishikawa, T., Simmonds, M.P., Pedley, T.J.: Hydrodynamic interaction of two swimming model micro-organisms. J. Fluid Mech. 568, 119–160 (2006)
Ishikawa, T., Locsei, J.T., Pedley, T.J.: Development of coherent structures in concentrated suspensions of swimming model micro-organisms. J. Fluid Mech. 615, 401–431 (2008)
Kanso, E., Tsang, A.C.H.: Dipole models of self-propelled bodies. Fluid Dyn. Res. 46(6), 061407 (2014)
Kanso, E., Tsang, A.C.H.: Pursuit and synchronization in hydrodynamic dipoles. J. Nonlinear Sci. 25, 1141–1152 (2015)
Katuri, J., Seo, K.D., Kim, D.S., Sanchez, S.: Artificial micro-swimmers in simulated natural environments. Lab Chip 16, 1101–1105 (2016)
Krafnick, R.C., García, A.E.: Impact of hydrodynamics on effective interactions in suspensions of active and passive matter. Phys. Rev. E 91(2), 022308 (2015)
Lauga, E., Powers, T.R.: The hydrodynamics of swimming microorganisms. Rep. Prog. Phys. 72(9), 096601 (2009)
Lefauve, A., Saintillan, D.: Globally aligned states and hydrodynamic traffic jams in confined suspensions of active asymmetric particles. Phys. Rev. E 89(2), 021002 (2014)
Marchetti, M.C., Joanny, J.F., Ramaswamy, S., Liverpool, T.B., Prost, J., Rao, M., Simha, R.A.: Hydrodynamics of soft active matter. Rev. Mod. Phys. 85(3), 1143 (2013)
Mathijssen, A.J.T.M., Shendruk, T.N., Yeomans, J.M., Doostmohammadi, A.: Upstream swimming in microbiological flows. Phys. Rev. Lett. 116(2), 028104 (2016)
Nelson, B.J., Kaliakatsos, I.K., Abbott, J.J.: Microrobots for minimally invasive medicine. Annu. Rev. Biomed. Eng. 12, 55–85 (2010)
Pak, O.S., Gao, W., Wang, J., Lauga, E.: High-speed propulsion of flexible nanowire motors: Theory and experiments. Soft Matter 7(18), 8169–8181 (2011)
Popel, A.S., Johnson, P.C.: Microcirculation and hemorheology. Annu. Rev. Fluid Mech. 37, 43–69 (2005)
Ramachandran, A., Khair, A.S.: The dynamics and rheology of a dilute suspension of hydrodynamically janus spheres in a linear flow. J. Fluid Mech. 633, 233–269 (2009)
Ramaswamy, S.: The mechanics and statistics of active matter. Annu. Rev. Condens. 1, 323–345 (2010)
Ren, L., Zhou, D., Mao, Z., Xu, P., Huang, Tony J., Mallouk, T.E.: Rheotaxis of bimetallic micromotors driven by chemical-acoustic hybrid power. ACS Nano 11(10), 10591–10598 (2017)
Saintillan, D., Shelley, M.J.: Instabilities and pattern formation in active particle suspensions: kinetic theory and continuum simulations. Phys. Rev. Lett. 100(17), 178103 (2008)
Sanchez, T., Chen, D.T.N., DeCamp, S.J., Heymann, M., Dogic, Z.: Spontaneous motion in hierarchically assembled active matter. Nature 491(7424), 431 (2012)
Sarig, I., Starosvetsky, Y., Gat, A.D.: Interaction forces between microfluidic droplets in a hele-shaw cell. J. Fluid Mech. 800, 264–277 (2016)
Schwarz-Linek, J., Valeriani, C., Cacciuto, A., Cates, M.E., Marenduzzo, D., Morozov, A.N., Poon, W.C.K.: Phase separation and rotor self-assembly in active particle suspensions. Proc. Natl. Acad. Sci. USA 109(11), 4052–4057 (2012)
Shen, B., Leman, M., Reyssat, M., Tabeling, P.: Dynamics of a small number of droplets in microfluidic hele-shaw cells. Exp. Fluids 55(5), 1728 (2014)
Shen, B., Ricouvier, J., Malloggi, F., Tabeling, P.: Designing colloidal molecules with microfluidics. Adv. Sci. 3(6), 1600012 (2016)
Shklyaev, O.E., Shum, H., Yashin, V.V., Balazs, A.C.: Convective self-sustained motion in mixtures of chemically active and passive particles. Langmuir 33(32), 7873–7880 (2017)
Soler, L., Sanchez, S.: Catalytic nanomotors for environmental monitoring and water remediation. Nanoscale 6, 7175–7182 (2014)
Spagnolie, S.E., Lauga, E.: Hydrodynamics of self-propulsion near a boundary: predictions and accuracy of far-field approximations. J. Fluid Mech. 700, 105–147 (2012)
Spagnolie, S.E., Moreno-Flores, G.R., Bartolo, D., Lauga, E.: Geometric capture and escape of a microswimmer colliding with an obstacle. Soft Matter 11(17), 3396–3411 (2015)
Swan, J.W., Khair, A.S.: On the hydrodynamics of ‘slip-stick’ spheres. J. Fluid Mech. 606, 115–132 (2008)
Takagi, D., Palacci, J., Braunschweig, A.B., Shelley, M.J., Zhang, J.: Hydrodynamic capture of microswimmers into sphere-bound orbits. Soft Matter 10(11), 1784–1789 (2014)
Takatori, S.C., Brady, J.F.: A theory for the phase behavior of mixtures of active particles. Soft Matter 11(40), 7920–7931 (2015)
Trivedi, R.R., Maeda, R., Abbott, N.L., Spagnolie, S.E., Weibel, D.B.: Bacterial transport of colloids in liquid crystalline environments. Soft Matter 11(43), 8404–8408 (2015)
Tsang, A.C.H., Kanso, E.: Flagella-induced transitions in the collective behavior of confined microswimmers. Phys. Rev. E 90(2), 021001 (2014)
Tsang, A.C.H., Kanso, E.: Circularly confined microswimmers exhibit multiple global patterns. Phys. Rev. E 91(4), 043008 (2015)
Tsang, A.C.H., Kanso, E.: Density shock waves in confined microswimmers. Phys. Rev. Lett. 116(4), 048101 (2016)
Tsang, A.C.H., Shelley, M.J., Kanso, E.: Activity-induced instability of phonons in 1D microfluidic crystals. Soft Matter 14(6), 945–950 (2017)
Uspal, W.E., Doyle, P.S.: Scattering and nonlinear bound states of hydrodynamically coupled particles in a narrow channel. Phys. Rev. E 85(1), 016325 (2012a)
Uspal, W.E., Doyle, P.S.: Collective dynamics of small clusters of particles flowing in a quasi-two-dimensional microchannel. Soft Matter 8(41), 10676–10686 (2012b)
Uspal, W.E., Burak Eral, H., Doyle, P.S.: Engineering particle trajectories in microfluidic flows using particle shape. Nat. Commun. 4, 2666 (2013)
Wang, J., Gao, W.: Nano/microscale motors: biomedical opportunities and challenges. ACS Nano 6(7), 5745–5751 (2012)
Wang, W., Duan, W., Sen, A., Mallouk, T.E.: Catalytically powered dynamic assembly of rod-shaped nanomotors and passive tracer particles. Proc. Natl. Acad. Sci. USA 110(44), 17744–17749 (2013)
Wioland, H., Lushi, E., Goldstein, R.E.: Directed collective motion of bacteria under channel confinement. N. J. Phys. 18(7), 075002 (2016)
Wysocki, A., Winkler, R.G., Gompper, G.: Propagating interfaces in mixtures of active and passive Brownian particles. N. J. Phys. 18(12), 123030 (2016)
Zöttl, A., Stark, H.: Nonlinear dynamics of a microswimmer in poiseuille flow. Phys. Rev. Lett. 108(21), 218104 (2012)
Acknowledgements
Grant Mishler acknowledges financial support through a Hayes Research Fellowship. Alan Cheng Hou Tsang thanks the Croucher Foundation for a Postdoctoral Fellowship. On Shun Pak acknowledges support from the Packard Junior Faculty Fellowship.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Eva Kanso.
Appendices
Appendices
Dynamic Equivalence for Opposite Rotational Mobilities
Here, we demonstrate via a transformation of coordinates, in the relative frame of reference given by (4), the interaction between an active particle with \(\nu >0\) and a passive particle is dynamically equivalent to the interaction between an active particle with \(\nu <0\) and a passive particle. Namely, we start by considering the equations of motion for the case of \(\nu >0\), and show that the equations have the same form as for the case of \(\nu <0\) after the transformation. For convenience, we rewrite (4) for the case of active particle with \(\nu >0\) in polar coordinate, \(\beta =R\mathrm {e}^{ \mathrm {i}\theta }\),
where we set \(\nu =\left| \nu _o \right| \) for the case of \(\nu >0\) and \(\nu =-\left| \nu _o \right| \) for the case of \(\nu <0\) . We consider the transformation \(\theta =\theta ^{*}+\pi \), \(\alpha =\alpha ^{*}+\pi \). Direct substitution into (9) gives
which take the same form as for the case of \(\nu <0\). This indicates that the interaction of an active particle with \(\nu >0\) and a passive particle under the initial conditions \((R(0),\theta (0),\alpha (0))=(R_o,\theta _o+\pi ,\alpha _o+\pi )\) is dynamically equivalent to the interaction of an active particle with \(\nu <0\) and a passive particle under the initial conditions \((R(0),\theta (0),\alpha (0))=(R_o,\theta _o,\alpha _o)\).
\(\theta \)–\(\alpha \) Phase Space for Capture and Non-capture Events
Figure 11 depicts the \(\theta \)–\(\alpha \) phase diagrams for capture and non-capture events for different external flow intensities V. It is observed that capture region (represented by the white space) lies along the line \(\theta = \pi + \alpha \), which corresponds to the scenario of an active particle with a propulsion direction pointing directly toward the center of the passive particle. The capture region enlarges with an increased external flow intensity V. When the external flow intensity is sufficiently high (Fig. 11d), we remark that capture can occur for all \(\theta \) for certain values of \(\alpha \), enhancing the capture process.
Rights and permissions
About this article
Cite this article
Mishler, G., Tsang, A.C.H. & Pak, O.S. Hydrodynamic Capture and Release of Passively Driven Particles by Active Particles Under Hele-Shaw Flows. J Nonlinear Sci 28, 1379–1396 (2018). https://doi.org/10.1007/s00332-018-9454-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00332-018-9454-1