Enhancing single-cell encapsulation in droplet microfluidics with fine-tunable on-chip sample enrichment

被引:21
作者
Tang, Tao [1 ]
Zhao, Hao [1 ,2 ]
Shen, Shaofei [3 ]
Yang, Like [1 ]
Lim, Chwee Teck [1 ,4 ,5 ,6 ]
机构
[1] Natl Univ Singapore, Dept Biomed Engn, Singapore 117583, Singapore
[2] Natl Univ Singapore, NUS Grad Sch, Integrat Sci & Engn Programme, Singapore 119077, Singapore
[3] Shanxi Agr Univ, Coll Life Sci, Shanxi Key Lab Modernizat TCVM, Taigu 030801, Shanxi, Peoples R China
[4] Natl Univ Singapore, Inst Hlth Innovat & Technol, Singapore 117599, Singapore
[5] Natl Univ Singapore, Mechanobiol Inst, Singapore 117411, Singapore
[6] Nanyang Technol Univ, Inst Digital Mol Analyt & Sci, Singapore 636921, Singapore
关键词
HETEROGENEITY; FLOW;
D O I
10.1038/s41378-023-00631-y
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Single-cell encapsulation in droplet microfluidics is commonly hindered by the tradeoff between cell suspension density and on-chip focusing performance. In this study, we introduce a novel droplet microfluidic chip to overcome this challenge. The chip comprises a double spiral focusing unit, a flow resistance-based sample enrichment module with fine-tunable outlets, and a crossflow droplet generation unit. Utilizing a low-density cell/bead suspension (2 x 106 objects/mL), cells/beads are focused into a near-equidistant linear arrangement within the double spiral microchannel. The excess water phase is diverted while cells/beads remain focused and sequentially encapsulated in individual droplets. Focusing performance was assessed through numerical simulations and experiments at three flow rates (40, 60, 80 mu L/min), demonstrating successful focusing at 40 and 80 mu L/min for beads and cells, respectively. In addition, both simulation and experimental results revealed that the flow resistance at the sample enrichment module is adjustable by punching different outlets, allowing over 50% of the aqueous phase to be removed. YOLOv8n-based droplet detection algorithms realized the counting of cells/beads in droplets, statistically demonstrating single-cell and bead encapsulation rates of 72.2% and 79.2%, respectively. All the results indicate that this on-chip sample enrichment approach can be further developed and employed as a critical component in single-cell encapsulation in water-in-oil droplets.
引用
收藏
页数:12
相关论文
共 43 条
[1]  
Abrishamkar A., 2013, P COMSOL C, P23
[2]   Cellular Heterogeneity: Do Differences Make a Difference? [J].
Altschuler, Steven J. ;
Wu, Lani F. .
CELL, 2010, 141 (04) :559-563
[3]  
Bradski G, 2000, DR DOBBS J, V25, P120
[4]   Deterministic scRNA-seq captures variation in intestinal crypt and organoid composition [J].
Bues, Johannes ;
Biocanin, Marjan ;
Pezoldt, Joern ;
Dainese, Riccardo ;
Chrisnandy, Antonius ;
Rezakhani, Saba ;
Saelens, Wouter ;
Gardeux, Vincent ;
Gupta, Revant ;
Sarkis, Rita ;
Russeil, Julie ;
Saeys, Yvan ;
Amstad, Esther ;
Claassen, Manfred ;
Lutolf, Matthias P. ;
Deplancke, Bart .
NATURE METHODS, 2022, 19 (03) :323-+
[5]  
Chen QS, 2019, INTEGR ANAL SYST, P119, DOI 10.1007/978-981-32-9729-6_5
[6]   Three Dimensional, Sheathless, and High-Throughput Microparticle Inertial Focusing Through Geometry-Induced Secondary Flows [J].
Chung, Aram J. ;
Gossett, Daniel R. ;
Di Carlo, Dino .
SMALL, 2013, 9 (05) :685-690
[7]   The Poisson distribution and beyond: methods for microfluidic droplet production and single cell encapsulation [J].
Collins, David J. ;
Neild, Adrian ;
deMello, Andrew ;
Liu, Ai-Qun ;
Ai, Ye .
LAB ON A CHIP, 2015, 15 (17) :3439-3459
[8]   Controlled encapsulation of single-cells into monodisperse picolitre drops [J].
Edd, Jon F. ;
Di Carlo, Dino ;
Humphry, Katherine J. ;
Koster, Sarah ;
Irimia, Daniel ;
Weitz, David A. ;
Toner, Mehmet .
LAB ON A CHIP, 2008, 8 (08) :1262-1264
[9]   Limitation of spiral microchannels for particle separation in heterogeneous mixtures: Impact of particles' size and deformability [J].
Guzniczak, Ewa ;
Kruger, Timm ;
Bridle, Helen ;
Jimenez, Melanie .
BIOMICROFLUIDICS, 2020, 14 (04)
[10]  
Horns F, 2016, ELIFE, V5, DOI [10.7554/eLife.16578, 10.7554/eLife.23066]