Youngseo Cho , Song-I. Han , Arum Han , Ok-Chan Jeong , Min-Ho Lee , SangWook Lee , Younghak Cho
{"title":"声粘弹性液滴微流体通过泊松分布无限制地增强单颗粒在液滴中的封装","authors":"Youngseo Cho , Song-I. Han , Arum Han , Ok-Chan Jeong , Min-Ho Lee , SangWook Lee , Younghak Cho","doi":"10.1016/j.snb.2025.138962","DOIUrl":null,"url":null,"abstract":"<div><div>Droplet microfluidic technologies have enormous advantages for single cell-based multiparametric studies. The capability of single-cell encapsulation in a picoliter droplet with high efficiency (i.e. achieving the generation of droplets with negligible empty droplet rate) is a pivotal factor for addressing cellular heterogeneity, understanding fundamental biological processes, and advancing applications such as early diagnosis, drug screening and cell therapy. However, single-cell encapsulation efficiency is highly affected by the Poisson distribution, a discrete probability distribution, where empty droplets are generated with 57 % probability when aiming to produce droplets containing a single-cell. Thus, the generation of empty droplets becomes unavoidable, ultimately compromising accuracy, efficiency, and cost-effectiveness of cellular heterogeneity analysis. Here, we developed a droplet microfluidic system where particles or cells suspended in viscoelastic medium can be focused in the middle of microchannel and uniformly ordered using acoustophoresis, following by droplet generation, enabling single-particle or cell encapsulation with only 7 % empty droplet generation. The acousto-viscoelastic force-based system was evaluated using polystyrene (PS) particles, red blood cells (RBCs), and pancreatic cancer cells (PANC-02 cells), achieving single-particle/cell encapsulation efficiencies of 90 % for PS particles, 63 % for RBCs, and 79 % for PANC-02 cells. Taken together, Poisson distribution did not apply when particles or cells flowed through the microchannel in our system, enabling high-efficiency single-particle or single-cell encapsulation. The proposed system allows particle ordering in a wider range of flow conditions for the ordering of particles with similar size, compared to the inertial or viscoelastic force-based particle ordering systems. Moreover, this suggests that the developed system holds significant potential for broad applications in the field of single-cell analysis.</div></div>","PeriodicalId":425,"journal":{"name":"Sensors and Actuators B: Chemical","volume":"448 ","pages":"Article 138962"},"PeriodicalIF":3.7000,"publicationDate":"2025-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Acousto-viscoelastic droplet microfluidics enhancing single particle-in-droplet encapsulation unlimited by the Poisson distribution\",\"authors\":\"Youngseo Cho , Song-I. Han , Arum Han , Ok-Chan Jeong , Min-Ho Lee , SangWook Lee , Younghak Cho\",\"doi\":\"10.1016/j.snb.2025.138962\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Droplet microfluidic technologies have enormous advantages for single cell-based multiparametric studies. The capability of single-cell encapsulation in a picoliter droplet with high efficiency (i.e. achieving the generation of droplets with negligible empty droplet rate) is a pivotal factor for addressing cellular heterogeneity, understanding fundamental biological processes, and advancing applications such as early diagnosis, drug screening and cell therapy. However, single-cell encapsulation efficiency is highly affected by the Poisson distribution, a discrete probability distribution, where empty droplets are generated with 57 % probability when aiming to produce droplets containing a single-cell. Thus, the generation of empty droplets becomes unavoidable, ultimately compromising accuracy, efficiency, and cost-effectiveness of cellular heterogeneity analysis. Here, we developed a droplet microfluidic system where particles or cells suspended in viscoelastic medium can be focused in the middle of microchannel and uniformly ordered using acoustophoresis, following by droplet generation, enabling single-particle or cell encapsulation with only 7 % empty droplet generation. The acousto-viscoelastic force-based system was evaluated using polystyrene (PS) particles, red blood cells (RBCs), and pancreatic cancer cells (PANC-02 cells), achieving single-particle/cell encapsulation efficiencies of 90 % for PS particles, 63 % for RBCs, and 79 % for PANC-02 cells. Taken together, Poisson distribution did not apply when particles or cells flowed through the microchannel in our system, enabling high-efficiency single-particle or single-cell encapsulation. The proposed system allows particle ordering in a wider range of flow conditions for the ordering of particles with similar size, compared to the inertial or viscoelastic force-based particle ordering systems. Moreover, this suggests that the developed system holds significant potential for broad applications in the field of single-cell analysis.</div></div>\",\"PeriodicalId\":425,\"journal\":{\"name\":\"Sensors and Actuators B: Chemical\",\"volume\":\"448 \",\"pages\":\"Article 138962\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-10-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sensors and Actuators B: Chemical\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0925400525017381\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, ANALYTICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sensors and Actuators B: Chemical","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0925400525017381","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
Acousto-viscoelastic droplet microfluidics enhancing single particle-in-droplet encapsulation unlimited by the Poisson distribution
Droplet microfluidic technologies have enormous advantages for single cell-based multiparametric studies. The capability of single-cell encapsulation in a picoliter droplet with high efficiency (i.e. achieving the generation of droplets with negligible empty droplet rate) is a pivotal factor for addressing cellular heterogeneity, understanding fundamental biological processes, and advancing applications such as early diagnosis, drug screening and cell therapy. However, single-cell encapsulation efficiency is highly affected by the Poisson distribution, a discrete probability distribution, where empty droplets are generated with 57 % probability when aiming to produce droplets containing a single-cell. Thus, the generation of empty droplets becomes unavoidable, ultimately compromising accuracy, efficiency, and cost-effectiveness of cellular heterogeneity analysis. Here, we developed a droplet microfluidic system where particles or cells suspended in viscoelastic medium can be focused in the middle of microchannel and uniformly ordered using acoustophoresis, following by droplet generation, enabling single-particle or cell encapsulation with only 7 % empty droplet generation. The acousto-viscoelastic force-based system was evaluated using polystyrene (PS) particles, red blood cells (RBCs), and pancreatic cancer cells (PANC-02 cells), achieving single-particle/cell encapsulation efficiencies of 90 % for PS particles, 63 % for RBCs, and 79 % for PANC-02 cells. Taken together, Poisson distribution did not apply when particles or cells flowed through the microchannel in our system, enabling high-efficiency single-particle or single-cell encapsulation. The proposed system allows particle ordering in a wider range of flow conditions for the ordering of particles with similar size, compared to the inertial or viscoelastic force-based particle ordering systems. Moreover, this suggests that the developed system holds significant potential for broad applications in the field of single-cell analysis.
期刊介绍:
Sensors & Actuators, B: Chemical is an international journal focused on the research and development of chemical transducers. It covers chemical sensors and biosensors, chemical actuators, and analytical microsystems. The journal is interdisciplinary, aiming to publish original works showcasing substantial advancements beyond the current state of the art in these fields, with practical applicability to solving meaningful analytical problems. Review articles are accepted by invitation from an Editor of the journal.