Haemin Jung, Han Zhang, Jacob Hooper, Can Huang, Rohit Gupte, Adrian Guzman, Jeongjae Han, Arum Han
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A distance sensor detects each drip's formation and triggers a linear motor to raise the collection plate, enabling precise and automated single-drip dispensing—even with polydisperse droplets. This approach achieves single-drip dispensing precision with 99.9% accuracy and a throughput of up to 8,640 drips per hour. We validated this system using an antimicrobial susceptibility test (AST) assay, where four resistant bacterial strains were identified from a mixed population of eleven. Our method ensures reliable and automated transfer of microfluidic hits to conventional biological assays, overcoming a key limitation in droplet HTS workflows. This system offers a scalable, cost-effective, and accurate solution for integrating microfluidic screening with downstream phenotypic analysis and paves the way for more complex droplet-based biological applications requiring precise hit recovery.","PeriodicalId":85,"journal":{"name":"Lab on a Chip","volume":"49 1","pages":""},"PeriodicalIF":5.4000,"publicationDate":"2025-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Size-independent and Automated Single-Colony-Resolution Microdroplet Dispensing\",\"authors\":\"Haemin Jung, Han Zhang, Jacob Hooper, Can Huang, Rohit Gupte, Adrian Guzman, Jeongjae Han, Arum Han\",\"doi\":\"10.1039/d5lc00374a\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Droplet microfluidics-based high-throughput screening (HTS) enables rapid analysis of complex biological libraries, but accurate off-chip recovery of sorted \\\"hit\\\" droplets remains a key bottleneck. In particular, polydispersity in droplet size-common in multi-step assays-causes variation in flow velocities, where smaller droplets travel faster than larger ones. This results in the unintended co-dispensing of multiple droplets, leading to cross-contamination of hits. To address this challenge, we use blank spacing droplets as physical barriers between \\\"hit\\\" droplets to maintain consistent spacing during droplet transition. Each unit, or “drip,” consists of a single \\\"hit\\\" droplet buffered by up to 1,000 blank droplets and is dispensed individually into a well or onto agar. A distance sensor detects each drip's formation and triggers a linear motor to raise the collection plate, enabling precise and automated single-drip dispensing—even with polydisperse droplets. This approach achieves single-drip dispensing precision with 99.9% accuracy and a throughput of up to 8,640 drips per hour. We validated this system using an antimicrobial susceptibility test (AST) assay, where four resistant bacterial strains were identified from a mixed population of eleven. Our method ensures reliable and automated transfer of microfluidic hits to conventional biological assays, overcoming a key limitation in droplet HTS workflows. This system offers a scalable, cost-effective, and accurate solution for integrating microfluidic screening with downstream phenotypic analysis and paves the way for more complex droplet-based biological applications requiring precise hit recovery.\",\"PeriodicalId\":85,\"journal\":{\"name\":\"Lab on a Chip\",\"volume\":\"49 1\",\"pages\":\"\"},\"PeriodicalIF\":5.4000,\"publicationDate\":\"2025-09-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Lab on a Chip\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1039/d5lc00374a\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BIOCHEMICAL RESEARCH METHODS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lab on a Chip","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1039/d5lc00374a","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMICAL RESEARCH METHODS","Score":null,"Total":0}
Size-independent and Automated Single-Colony-Resolution Microdroplet Dispensing
Droplet microfluidics-based high-throughput screening (HTS) enables rapid analysis of complex biological libraries, but accurate off-chip recovery of sorted "hit" droplets remains a key bottleneck. In particular, polydispersity in droplet size-common in multi-step assays-causes variation in flow velocities, where smaller droplets travel faster than larger ones. This results in the unintended co-dispensing of multiple droplets, leading to cross-contamination of hits. To address this challenge, we use blank spacing droplets as physical barriers between "hit" droplets to maintain consistent spacing during droplet transition. Each unit, or “drip,” consists of a single "hit" droplet buffered by up to 1,000 blank droplets and is dispensed individually into a well or onto agar. A distance sensor detects each drip's formation and triggers a linear motor to raise the collection plate, enabling precise and automated single-drip dispensing—even with polydisperse droplets. This approach achieves single-drip dispensing precision with 99.9% accuracy and a throughput of up to 8,640 drips per hour. We validated this system using an antimicrobial susceptibility test (AST) assay, where four resistant bacterial strains were identified from a mixed population of eleven. Our method ensures reliable and automated transfer of microfluidic hits to conventional biological assays, overcoming a key limitation in droplet HTS workflows. This system offers a scalable, cost-effective, and accurate solution for integrating microfluidic screening with downstream phenotypic analysis and paves the way for more complex droplet-based biological applications requiring precise hit recovery.
期刊介绍:
Lab on a Chip is the premiere journal that publishes cutting-edge research in the field of miniaturization. By their very nature, microfluidic/nanofluidic/miniaturized systems are at the intersection of disciplines, spanning fundamental research to high-end application, which is reflected by the broad readership of the journal. Lab on a Chip publishes two types of papers on original research: full-length research papers and communications. Papers should demonstrate innovations, which can come from technical advancements or applications addressing pressing needs in globally important areas. The journal also publishes Comments, Reviews, and Perspectives.