{"title":"Effect of droplet size on the encapsulation efficiency of microparticles in passive microfluidic systems","authors":"Risa Fujita, Masashi Kobayashi, Takashi Tanii, Masahiro Furuya, Shuichi Shoji, Daiki Tanaka","doi":"10.1007/s10544-026-00795-0","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>Droplet microfluidic technologies are widely used in single-cell analysis, in which passive encapsulation methods are commonly used to isolate individual cells or particles. In these systems, the number of particles per droplet is assumed to follow a Poisson distribution. However, the extent to which droplet size affects encapsulation behavior under passive conditions is poorly understood. In this study, we systematically investigated the effect of droplet diameter on single-particle encapsulation fidelity by generating agarose droplets 30, 50, and 100 μm using a flow-focusing microfluidic device. Fluorescent beads were encapsulated at a concentration corresponding to a mean occupancy of 1, and encapsulation statistics were analyzed across droplet sizes. The 30 and 50 μm droplets exhibited encapsulation distributions closely aligned with the Poisson model, whereas 100 μm droplets showed a large excess of empty droplets and substantial deviation from the expected profile. To examine whether comparable size-dependent trends are observed in a biological sample, green fluorescent protein-expressing <i>Escherichia coli</i> were encapsulated in droplets of the same sizes. The 30 μm droplets consistently showed the closest agreement with Poisson statistics, whereas the 50 and 100 μm droplets showed comparable encapsulation fidelity, with moderate deviations and a modest increase in empty droplets at the largest diameter. These findings indicate that smaller droplets provide robust stochastic encapsulation in passive systems, while larger droplets may exhibit reduced fidelity depending on particle type. Our results suggest that droplet size is an important factor to consider when designing simplified and reliable microfluidic systems for biological applications.</p>\n </div>","PeriodicalId":490,"journal":{"name":"Biomedical Microdevices","volume":"28 2","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2026-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10544-026-00795-0.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biomedical Microdevices","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s10544-026-00795-0","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Droplet microfluidic technologies are widely used in single-cell analysis, in which passive encapsulation methods are commonly used to isolate individual cells or particles. In these systems, the number of particles per droplet is assumed to follow a Poisson distribution. However, the extent to which droplet size affects encapsulation behavior under passive conditions is poorly understood. In this study, we systematically investigated the effect of droplet diameter on single-particle encapsulation fidelity by generating agarose droplets 30, 50, and 100 μm using a flow-focusing microfluidic device. Fluorescent beads were encapsulated at a concentration corresponding to a mean occupancy of 1, and encapsulation statistics were analyzed across droplet sizes. The 30 and 50 μm droplets exhibited encapsulation distributions closely aligned with the Poisson model, whereas 100 μm droplets showed a large excess of empty droplets and substantial deviation from the expected profile. To examine whether comparable size-dependent trends are observed in a biological sample, green fluorescent protein-expressing Escherichia coli were encapsulated in droplets of the same sizes. The 30 μm droplets consistently showed the closest agreement with Poisson statistics, whereas the 50 and 100 μm droplets showed comparable encapsulation fidelity, with moderate deviations and a modest increase in empty droplets at the largest diameter. These findings indicate that smaller droplets provide robust stochastic encapsulation in passive systems, while larger droplets may exhibit reduced fidelity depending on particle type. Our results suggest that droplet size is an important factor to consider when designing simplified and reliable microfluidic systems for biological applications.
期刊介绍:
Biomedical Microdevices: BioMEMS and Biomedical Nanotechnology is an interdisciplinary periodical devoted to all aspects of research in the medical diagnostic and therapeutic applications of Micro-Electro-Mechanical Systems (BioMEMS) and nanotechnology for medicine and biology.
General subjects of interest include the design, characterization, testing, modeling and clinical validation of microfabricated systems, and their integration on-chip and in larger functional units. The specific interests of the Journal include systems for neural stimulation and recording, bioseparation technologies such as nanofilters and electrophoretic equipment, miniaturized analytic and DNA identification systems, biosensors, and micro/nanotechnologies for cell and tissue research, tissue engineering, cell transplantation, and the controlled release of drugs and biological molecules.
Contributions reporting on fundamental and applied investigations of the material science, biochemistry, and physics of biomedical microdevices and nanotechnology are encouraged. A non-exhaustive list of fields of interest includes: nanoparticle synthesis, characterization, and validation of therapeutic or imaging efficacy in animal models; biocompatibility; biochemical modification of microfabricated devices, with reference to non-specific protein adsorption, and the active immobilization and patterning of proteins on micro/nanofabricated surfaces; the dynamics of fluids in micro-and-nano-fabricated channels; the electromechanical and structural response of micro/nanofabricated systems; the interactions of microdevices with cells and tissues, including biocompatibility and biodegradation studies; variations in the characteristics of the systems as a function of the micro/nanofabrication parameters.