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iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology

Fluorescence-activated droplet sorting (FADS) is a widely used microfluidic technique for high-throughput screening. However, it requires highly trained specialists to determine optimal sorting parameters, and this results in a large combinatorial space that is challenging to optimize systematically...

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Detalles Bibliográficos
Autores principales: Panwar, Jatin, Utharala, Ramesh, Fennelly, Laura, Frenzel, Daniel, Merten, Christoph A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10261925/
https://www.ncbi.nlm.nih.gov/pubmed/37323570
http://dx.doi.org/10.1016/j.crmeth.2023.100478
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author Panwar, Jatin
Utharala, Ramesh
Fennelly, Laura
Frenzel, Daniel
Merten, Christoph A.
author_facet Panwar, Jatin
Utharala, Ramesh
Fennelly, Laura
Frenzel, Daniel
Merten, Christoph A.
author_sort Panwar, Jatin
collection PubMed
description Fluorescence-activated droplet sorting (FADS) is a widely used microfluidic technique for high-throughput screening. However, it requires highly trained specialists to determine optimal sorting parameters, and this results in a large combinatorial space that is challenging to optimize systematically. Additionally, it is currently challenging to track every single droplet within a screen, leading to compromised sorting and “hidden” false-positive events. To overcome these limitations, we have developed a setup in which the droplet frequency, spacing, and trajectory at the sorting junction are monitored in real time using impedance analysis. The resulting data are used to continuously optimize all parameters automatically and to counteract perturbations, resulting in higher throughput, higher reproducibility, increased robustness, and a beginner-friendly character. We believe this provides a missing piece for the spreading of phenotypic single-cell analysis methods, similar to what we have seen for single-cell genomics platforms.
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spelling pubmed-102619252023-06-15 iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology Panwar, Jatin Utharala, Ramesh Fennelly, Laura Frenzel, Daniel Merten, Christoph A. Cell Rep Methods Report Fluorescence-activated droplet sorting (FADS) is a widely used microfluidic technique for high-throughput screening. However, it requires highly trained specialists to determine optimal sorting parameters, and this results in a large combinatorial space that is challenging to optimize systematically. Additionally, it is currently challenging to track every single droplet within a screen, leading to compromised sorting and “hidden” false-positive events. To overcome these limitations, we have developed a setup in which the droplet frequency, spacing, and trajectory at the sorting junction are monitored in real time using impedance analysis. The resulting data are used to continuously optimize all parameters automatically and to counteract perturbations, resulting in higher throughput, higher reproducibility, increased robustness, and a beginner-friendly character. We believe this provides a missing piece for the spreading of phenotypic single-cell analysis methods, similar to what we have seen for single-cell genomics platforms. Elsevier 2023-05-12 /pmc/articles/PMC10261925/ /pubmed/37323570 http://dx.doi.org/10.1016/j.crmeth.2023.100478 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Report
Panwar, Jatin
Utharala, Ramesh
Fennelly, Laura
Frenzel, Daniel
Merten, Christoph A.
iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title_full iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title_fullStr iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title_full_unstemmed iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title_short iSort enables automated complex microfluidic droplet sorting in an effort to democratize technology
title_sort isort enables automated complex microfluidic droplet sorting in an effort to democratize technology
topic Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10261925/
https://www.ncbi.nlm.nih.gov/pubmed/37323570
http://dx.doi.org/10.1016/j.crmeth.2023.100478
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