Abstract
We investigate the aggregation of a dense suspension of particles (volume fraction, \(\varphi \sim 0.1\)) in a PDMS microwell by employing surface acoustic wave (SAW) microcentrifugation. In spite of acoustic attenuation at the LiNbO3–PDMS interface, a significant portion of the energy (> 80%) is available for driving fluid actuation, and, in particular, microcentrifugation in the microwell via acoustic streaming. Rapid particle aggregation can then be affected in the microcentrifugation flow, arising as a consequence of the interplay between the hydrodynamic pressure gradient force \(F_{\text{p}}\) responsible for the migration of particles to the center of the microwell and shear-induced diffusion force \(F_{\text{SID}}\) that opposes their aggregation. Herein, we experimentally investigated the combined effect of the particle size \(a\) and sample concentration \(c\) on these microcentrifugation flows. The experimental results show that particles of smaller size and lower sample concentration (such that \(F_{\text{p}} > F_{\text{SID}}\)) are concentrated efficiently into an equilibrium spot, whose diameter scales with the initial particle volume fraction as \(d_{\text{cs}} \sim \varphi^{0.3}\). In contrast, we found that as the local particle volume fraction at the center of the microwell approaches \(\varphi \sim 0.1\) such that \(F_{\text{SID}} \ge F_{\text{p}}\), the particle aggregation fails. Additionally, we also investigate the effects of the well diameter, and the height, lateral positioning of microwell and the liquid volume on the microcentrifugation.
Similar content being viewed by others
References
Alhasan L, Qi A, Al-Abboodi A, Rezk A, Chan PPY, Iliescu C, Yeo LY (2016) Rapid enhancement of cellular spheroid assembly by acoustically driven microcentrifugation. ACS Biomater Sci Eng 2(6):1013–1022
Altshuler G, Manor O (2015) Spreading dynamics of a partially wetting water film atop a MHz substrate vibration. Phys Fluids 27(10):102103
Banerjee U, Sen AK (2018) Shape evolution and splitting of ferrofluid droplets on a hydrophobic surface in the presence of a magnetic field. Soft Matter 14(15):2915–2922
Bourquin Y, Syed A, Reboud J, Ranford-Cartwright LC, Barrett MP, Cooper JM (2014) Rare-cell enrichment by a rapid, label-free, ultrasonic isopycnic technique for medical diagnostics. Angew Chem Int Ed 53(22):5587–5590
Cheeke JDN (2012) Fundamentals and applications of ultrasonic waves. CRC Press LLC, Boca Raton, Florida
Chen Y, Li S, Gu Y, Li P, Ding X, Wang L, McCoy JP, Levine SJ, Huang TJ (2014) Continuous enrichment of low-abundance cell samples using standing surface acoustic waves (SSAW). Lab Chip 14(5):924
Chen K, Wu M, Guo F, Li P, Chan CY, Mao Z, Li S, Ren L, Zhang R, Huang TJ et al (2016) Rapid formation of size-controllable multicellular spheroids via 3D acoustic tweezers. Lab Chip 22:133–186
Cleckler J, Elghobashi S, Liu F (2012) On the motion of inertial particles by sound waves. Phys Fluids 24(3):033301
Collins DJ, Morahan B, Garcia-Bustos J, Doerig C, Plebanski M, Neild A (2015a) Two-dimensional single-cell patterning with one cell per well driven by surface acoustic waves. Nat Commun 6:8686
Collins DJ, Neild A, Ai Y (2015b) Highly focused high-frequency travelling surface acoustic Waves (SAW) for rapid single-particle sorting. Lab Chip 16:471–479
Collins DJ, Ma Z, Ai Y (2016) Highly localized acoustic streaming and size-selective sub-micron particle concentration using high frequency microscale focused acoustic fields. Anal Chem 88:5513–5522
Dentry MB, Yeo LY, Friend JR (2014) Frequency effects on the scale and behavior of acoustic streaming. Phys Rev E Stat Nonlinear Soft Matter Phys 89(1):1–11
Destgeer G, Cho H, Ha BH, Jung JH, Park J, Sung HJ (2015) Acoustofluidic particle manipulation inside a sessile droplet: four distinct regimes of particle concentration. Lab Chip 16(4):660–667
Destgeer G, Jung JH, Park J, Ahmed H, Sung HJ (2017) Particle separation inside a sessile droplet with variable contact angle using surface acoustic waves. Anal Chem 89(1):736–744
Di Carlo D (2009) Inertial microfluidics. Lab Chip 9(21):3038
Ding X, Shi J, Lin S-CS, Yazdi S, Kiraly B, Huang TJ (2012) Tunable patterning of microparticles and cells using standing surface acoustic waves. Lab Chip 12(14):2491–2497
Eckart C (1948) Vortices and streams caused by sound waves. Phys Rev 73(1):68–76
Franke T, Braunmuller S, Schmid L, Wixforth A, Weitz DA (2010) Surface acoustic wave actuated cell sorting (SAWACS). Lab Chip 10(6):789–794
Guo F, Mao Z, Chen Y, Xie Z, Lata JP, Li P, Ren L, Liu J, Yang J, Dao M et al (2016) Three-dimensional manipulation of single cells using surface acoustic waves. Proc Natl Acad Sci 113(6):1522–1527
Ha BH, Lee KS, Destgeer G, Park J, Choung JS, Jung JH, Shin JH, Sung HJ (2016) Acoustothermal heating of polydimethylsiloxane microfluidic system. Sci Rep 2015(5):11851
Han S-I, Soo Kim H, Han A (2017) In-droplet cell concentration using dielectrophoresis. Biosens Bioelectron 97:41–45
Karthick S, Sen AK (2016) Role of shear induced diffusion in acoustophoretic focusing of dense suspensions. Appl Phys Lett 109(1):014101
Karthick S, Sen AK (2017) Improved understanding of the acoustophoretic focusing of dense suspensions in a microchannel. Phys Rev E 96(5):052606
Kishor R, Ma Z, Sreejith S, Seah YP, Wang H, Ai Y, Wang Z, Lim TT, Zheng Y (2017) Real time size-dependent particle segregation and quantitative detection in a surface acoustic wave-photoacoustic integrated microfluidic system. Sens Actuators B Chem 252:568–576
Kurashina Y, Takemura K, Friend J (2017) Cell agglomeration in the wells of a 24-well plate using acoustic streaming. Lab Chip 17:876–886
Lapizco-Encinas BH, Simmons BA, Cummings EB, Fintschenko Y (2004) Dielectrophoretic concentration and separation of live and dead bacteria in an array of insulators. Anal Chem 76(6):1571–1579
Leighton D, Acrivos A (1987) The shear-induced migration of particles in concentrated suspensions. J Fluid Mech 181(1):415
Li H, Friend JR, Yeo LY (2007) Surface acoustic wave concentration of particle and bioparticle suspensions. Biomed Microdevices 9(5):647–656
Li P, Mao Z, Peng Z, Zhou L, Chen Y, Huang P-H, Truica CI, Drabick JJ, El-Deiry WS, Dao M et al (2015) Acoustic separation of circulating tumor cells. Proc Natl Acad Sci USA 112(16):4970–4975
Lighthill SJ (1978) Acoustic streaming. J Sound Vib 61(3):391–418
Liu W-Y, Fu X-T, Zhang X-Q (2016) The attenuation of poly(dimethylsiloxane) film to surface acoustic wave on a piezoelectric substrate. Ferroelectrics 493(1):62–68
Ma Z, Collins DJ, Ai Y (2017) Fluorescence activated cell sorting via focused traveling surface acoustic waves (FTSAWs). J Acoust Soc Am 141(5):4014
Meng L, Cai F, Jin Q, Niu L, Jiang C, Wang Z, Wu J, Zheng H (2011) Acoustic aligning and trapping of microbubbles in an enclosed PDMS microfluidic device. Sens Actuators B Chem 160(1):1599–1605
Munaz A, Shiddiky MJA, Nguyen N-T (2018) recent advances and current challenges in magnetophoresis based micro magnetofluidics. Biomicrofluidics 12:31501
Nam J, Lee Y, Shin S (2011) Size-dependent microparticles separation through standing surface acoustic waves. Microfluid Nanofluid 11(3):317–326
Raghavan RV, Friend JR, Yeo LY (2010) Particle concentration via acoustically driven microcentrifugation: microPIV flow visualization and numerical modelling studies. Microfluid Nanofluid 8(1):73–84
Reboud J, Auchinvole C, Syme CD, Wilson R, Cooper JM (2013) Acoustically controlled enhancement of molecular sensing to assess oxidative stress in cells. Chem Commun (Camb) 49(28):2918–2920
Rezk AR, Ramesan S, Yeo LY (2018) Plug-and-actuate on demand: multimodal individual addressability of microarray plates using modular hybrid acoustic wave technology. Lab Chip 18(3):406–411
Rife JC, Bell MI, Horwitz JS, Kabler MN, Auyeung RCY, Kim WJ (2000) Miniature valveless ultrasonic pumps and mixers. Sens Actuator A Phys 86(1–2):135–140
Rogers PR, Friend JR, Yeo LY (2010) Exploitation of Surface acoustic waves to drive size-dependent microparticle concentration within a droplet. Lab Chip 10(21):2979–2985
Sajeesh P, Sen AK (2014) Particle separation and sorting in microfluidic devices: a review. Microfluid Nanofluid 17(1):1–52
Shi J, Ahmed D, Mao X, Lin SS, Lawit A, Huang TJ (2009) Acoustic tweezers: patterning cells and microparticles using standing surface acoustic waves (SSAW). Lab Chip 9(20):2890–2895
Shi J, Yazdi S, Lin SS, Ding X, Chiang I-K, Sharp K, Huang TJ (2011) Three-dimensional continuous particle focusing in a microfluidic channel via standing surface acoustic waves (SSAW). Lab Chip 11(14):2319–2324
Shilton R, Tan MK, Yeo LY, Friend JR (2014) By focused surface acoustic waves. J Appl Phys 2008(014910):1–9
Tenje M, Fornell A, Ohlin M, Nilsson J (2018) Particle manipulation methods in droplet microfluidics. Anal Chem 90(3):1434–1443
Tiwari P, Antal SP, Podowski MZ (2009) Modeling shear-induced diffusion force in particulate flows. Comput Fluids 38:727–737
Wixforth A, Strobl C, Gauer C, Toegl A, Scriba J, Guttenberg ZV (2004) Acoustic manipulation of small droplets. Anal Bioanal Chem 379(7–8):982–991
Yabe A, Hamate Y, Hara M, Oguchi H, Nagasawa S, Kuwano H (2014) A self-converging atomized mist spray device using surface acoustic wave. Microfluid Nanofluid 17(4):701–710
Yeo LY, Hou D, Maheshswari S, Chang HC (2006) Electrohydrodynamic surface microvortices for mixing and particle trapping. Appl Phys Lett 88(23):233512
Zeng J, Chen C, Vedantam P, Tzeng T-R, Xuan X (2013) Magnetic concentration of particles and cells in ferrofluid flow through a straight microchannel using attracting magnets. Microfluid Nanofluid 15(1):49–55
Zhang J, Yan S, Yuan D, Alici G, Nguyen N-T, Ebrahimi Warkiani M, Li W (2016) Fundamentals and applications of inertial microfluidics: a review. Lab Chip 16(1):10–34
Zhu G-P, Hejiazan M, Huang X, Nguyen N-T (2014) Magnetophoresis of diamagnetic microparticles in a weak magnetic field. Lab Chip 14(24):4609–4615
Acknowledgements
This work was supported by the MHRD, India via grant no. 35-16/2016-T.S.-I and IIT/SRIC/ME/GDD/2016-17/242, SERB, DST, India via grant no. EMR/2014/001151 and IIT Madras (MEE1516843RFTPASHS). The authors acknowledge the CNNP, IIT Madras for supporting the device fabrication. The authors thank Mr. Karthick S. for the fruitful discussions and technical suggestions and Mr. Kumar N. for helping with the micromilling facility for PMMA mold fabrication.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Supporting Information:
Materials and methods used in the experiments, Effect of PDMS microwell wall thickness on acoustic attenuation, NPI plot: concentration of 10 µm particles in a 4.0 mm diameter and 0.5 mm height well, Liquid evaporation rates in microwell vs. sessile droplet, Particle concentration in well vs. droplet, Concentration of particles of different sizes and concentrations, Comparison of expected (as per the closed packing fraction) and the observed aggregation spot diameters from the experiments, Variation of aggregation spot diameter with the particle size and initial particle volume fraction, particle relaxation dynamics for various particle sizes, Size segregation of 10 µm and 30 µm microparticles in a sessile droplet at 20 MHz, Aggregation of particles for irradiation of the SAW at different lateral positions across the microwell, NPI plot for particle concentration in microwell at 108 particles/ml, Aggregation of 1 µm and 3 µm microparticles, Aggregation of particles for irradiation of the SAW at different lateral positions across the microwell. (DOCX 13140 kb)
Supplementary material 2 (AVI 2023 kb)
Rights and permissions
About this article
Cite this article
Sudeepthi, A., Sen, A.K. & Yeo, L. Aggregation of a dense suspension of particles in a microwell using surface acoustic wave microcentrifugation. Microfluid Nanofluid 23, 76 (2019). https://doi.org/10.1007/s10404-019-2243-9
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10404-019-2243-9