Enhancing large particle recovery in high-throughput functional cell sorting through ΔBOP optimization

Flow cytometry is a critical technology for single-cell analysis; however, sorting large particles (> 30 μm) remains challenging owing to low recovery rates. This study investigated the relationship between particle size and the Break-off point (BOP) and assessed the impact of large particles on droplet formation through a combination of simulations and experiments. The results revealed that interference between the particle-induced BOP and vibration-driven BOP leads to droplet instability-identified as the key factor limiting recovery. We introduce ΔBOP as the difference between these two BOPs and propose an optimization strategy to stabilize droplet formation. Implementing this ΔBOP-based approach increased recovery from 72.2% (794/1100) to 92.4% (1016/1100) for 35-µm particles and from 23.0% (115/500) to 75.6% (378/500) for 50-µm particles. This strategy demonstrates broad applicability for high-throughput single-cell functional analyses involving various particle types, including hydrogel particles, double emulsions, and agarose beads, and opens new possibilities for applications such as secretion profiling and intercellular communication research.

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Publication Details

Journal
Scientific Reports
Published
2025-12-21
DOI
https://doi.org/10.1038/s41598-025-32698-0
Primary Topic
Microfluidic and Bio-sensing Technologies
Type
article
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article

Enhancing large particle recovery in high-throughput functional cell sorting through ΔBOP optimization

Scientific Reports
Microfluidic and Bio-sensing Technologies
article

Enhancing large particle recovery in high-throughput functional cell sorting through ΔBOP optimization

article en

Abstract

Flow cytometry is a critical technology for single-cell analysis; however, sorting large particles (> 30 μm) remains challenging owing to low recovery rates. This study investigated the relationship between particle size and the Break-off point (BOP) and assessed the impact of large particles on droplet formation through a combination of simulations and experiments. The results revealed that interference between the particle-induced BOP and vibration-driven BOP leads to droplet instability-identified as the key factor limiting recovery. We introduce ΔBOP as the difference between these two BOPs and propose an optimization strategy to stabilize droplet formation. Implementing this ΔBOP-based approach increased recovery from 72.2% (794/1100) to 92.4% (1016/1100) for 35-µm particles and from 23.0% (115/500) to 75.6% (378/500) for 50-µm particles. This strategy demonstrates broad applicability for high-throughput single-cell functional analyses involving various particle types, including hydrogel particles, double emulsions, and agarose beads, and opens new possibilities for applications such as secretion profiling and intercellular communication research.

Scientific ReportsVol. 16(1)
Sony (Taiwan) (TW), Dexerials (Japan) (JP), Sony Computer Science Laboratories (JP)
Openalex Percentile: Top 59%
Microfluidic and Bio-sensing Technologies
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