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Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies

[Image: see text] Droplet microfluidics is a valuable method to “beat the odds” in high throughput screening campaigns such as directed evolution, where valuable hits are infrequent and large library sizes are required. Absorbance-based sorting expands the range of enzyme families that can be subjec...

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Autores principales: Medcalf, Elliot J., Gantz, Maximilian, Kaminski, Tomasz S., Hollfelder, Florian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018449/
https://www.ncbi.nlm.nih.gov/pubmed/36848587
http://dx.doi.org/10.1021/acs.analchem.2c04144
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author Medcalf, Elliot J.
Gantz, Maximilian
Kaminski, Tomasz S.
Hollfelder, Florian
author_facet Medcalf, Elliot J.
Gantz, Maximilian
Kaminski, Tomasz S.
Hollfelder, Florian
author_sort Medcalf, Elliot J.
collection PubMed
description [Image: see text] Droplet microfluidics is a valuable method to “beat the odds” in high throughput screening campaigns such as directed evolution, where valuable hits are infrequent and large library sizes are required. Absorbance-based sorting expands the range of enzyme families that can be subjected to droplet screening by expanding possible assays beyond fluorescence detection. However, absorbance-activated droplet sorting (AADS) is currently ∼10-fold slower than typical fluorescence-activated droplet sorting (FADS), meaning that, in comparison, a larger portion of sequence space is inaccessible due to throughput constraints. Here we improve AADS to reach kHz sorting speeds in an order of magnitude increase over previous designs, with close-to-ideal sorting accuracy. This is achieved by a combination of (i) the use of refractive index matching oil that improves signal quality by removal of side scattering (increasing the sensitivity of absorbance measurements); (ii) a sorting algorithm capable of sorting at this increased frequency with an Arduino Due; and (iii) a chip design that transmits product detection better into sorting decisions without false positives, namely a single-layered inlet to space droplets further apart and injections of “bias oil” providing a fluidic barrier preventing droplets from entering the incorrect sorting channel. The updated ultra-high-throughput absorbance-activated droplet sorter increases the effective sensitivity of absorbance measurements through better signal quality at a speed that matches the more established fluorescence-activated sorting devices.
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spelling pubmed-100184492023-03-17 Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies Medcalf, Elliot J. Gantz, Maximilian Kaminski, Tomasz S. Hollfelder, Florian Anal Chem [Image: see text] Droplet microfluidics is a valuable method to “beat the odds” in high throughput screening campaigns such as directed evolution, where valuable hits are infrequent and large library sizes are required. Absorbance-based sorting expands the range of enzyme families that can be subjected to droplet screening by expanding possible assays beyond fluorescence detection. However, absorbance-activated droplet sorting (AADS) is currently ∼10-fold slower than typical fluorescence-activated droplet sorting (FADS), meaning that, in comparison, a larger portion of sequence space is inaccessible due to throughput constraints. Here we improve AADS to reach kHz sorting speeds in an order of magnitude increase over previous designs, with close-to-ideal sorting accuracy. This is achieved by a combination of (i) the use of refractive index matching oil that improves signal quality by removal of side scattering (increasing the sensitivity of absorbance measurements); (ii) a sorting algorithm capable of sorting at this increased frequency with an Arduino Due; and (iii) a chip design that transmits product detection better into sorting decisions without false positives, namely a single-layered inlet to space droplets further apart and injections of “bias oil” providing a fluidic barrier preventing droplets from entering the incorrect sorting channel. The updated ultra-high-throughput absorbance-activated droplet sorter increases the effective sensitivity of absorbance measurements through better signal quality at a speed that matches the more established fluorescence-activated sorting devices. American Chemical Society 2023-02-27 /pmc/articles/PMC10018449/ /pubmed/36848587 http://dx.doi.org/10.1021/acs.analchem.2c04144 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Medcalf, Elliot J.
Gantz, Maximilian
Kaminski, Tomasz S.
Hollfelder, Florian
Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title_full Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title_fullStr Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title_full_unstemmed Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title_short Ultra-High-Throughput Absorbance-Activated Droplet Sorting for Enzyme Screening at Kilohertz Frequencies
title_sort ultra-high-throughput absorbance-activated droplet sorting for enzyme screening at kilohertz frequencies
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018449/
https://www.ncbi.nlm.nih.gov/pubmed/36848587
http://dx.doi.org/10.1021/acs.analchem.2c04144
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