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Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
Directed evolution (DE) is a widely used method for improving the function of biomolecules via multiple rounds of mutation and selection. Microfluidic droplets have emerged as an important means to screen the large libraries needed for DE, but this approach was so far partially limited by the need t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618318/ https://www.ncbi.nlm.nih.gov/pubmed/36099491 http://dx.doi.org/10.1111/1751-7915.14144 |
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author | Eenink, Bernard D. G. Kaminski, Tomasz S. Bornberg‐Bauer, Erich Jose, Joachim Hollfelder, Florian van Loo, Bert |
author_facet | Eenink, Bernard D. G. Kaminski, Tomasz S. Bornberg‐Bauer, Erich Jose, Joachim Hollfelder, Florian van Loo, Bert |
author_sort | Eenink, Bernard D. G. |
collection | PubMed |
description | Directed evolution (DE) is a widely used method for improving the function of biomolecules via multiple rounds of mutation and selection. Microfluidic droplets have emerged as an important means to screen the large libraries needed for DE, but this approach was so far partially limited by the need to lyse cells, recover DNA, and retransform into cells for the next round, necessitating the use of a high‐copy number plasmid or oversampling. The recently developed live cell recovery avoids some of these limitations by directly regrowing selected cells after sorting. However, repeated sorting cycles used to further enrich the most active variants ultimately resulted in unfavourable recovery of empty plasmid vector‐containing cells over those expressing the protein of interest. In this study, we found that engineering of the original expression vector solved the problem of false positives (i.e. plasmids lacking an insert) cells containing empty vectors. Five approaches to measure activity of cell‐displayed enzymes in microdroplets were compared. By comparing various cell treatment methods prior to droplet sorting two things were found. Substrate encapsulation from the start, that is prior to expression of enzyme, showed no disadvantage to post‐induction substrate addition by pico‐injection with respect to recovery of true positive variants. Furthermore in‐droplet cell growth prior to induction of enzyme production improves the total amount of cells retrieved (recovery) and proportion of true positive variants (enrichment) after droplet sorting. |
format | Online Article Text |
id | pubmed-9618318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96183182022-11-01 Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli Eenink, Bernard D. G. Kaminski, Tomasz S. Bornberg‐Bauer, Erich Jose, Joachim Hollfelder, Florian van Loo, Bert Microb Biotechnol Brief Reports Directed evolution (DE) is a widely used method for improving the function of biomolecules via multiple rounds of mutation and selection. Microfluidic droplets have emerged as an important means to screen the large libraries needed for DE, but this approach was so far partially limited by the need to lyse cells, recover DNA, and retransform into cells for the next round, necessitating the use of a high‐copy number plasmid or oversampling. The recently developed live cell recovery avoids some of these limitations by directly regrowing selected cells after sorting. However, repeated sorting cycles used to further enrich the most active variants ultimately resulted in unfavourable recovery of empty plasmid vector‐containing cells over those expressing the protein of interest. In this study, we found that engineering of the original expression vector solved the problem of false positives (i.e. plasmids lacking an insert) cells containing empty vectors. Five approaches to measure activity of cell‐displayed enzymes in microdroplets were compared. By comparing various cell treatment methods prior to droplet sorting two things were found. Substrate encapsulation from the start, that is prior to expression of enzyme, showed no disadvantage to post‐induction substrate addition by pico‐injection with respect to recovery of true positive variants. Furthermore in‐droplet cell growth prior to induction of enzyme production improves the total amount of cells retrieved (recovery) and proportion of true positive variants (enrichment) after droplet sorting. John Wiley and Sons Inc. 2022-09-13 /pmc/articles/PMC9618318/ /pubmed/36099491 http://dx.doi.org/10.1111/1751-7915.14144 Text en © 2022 The Authors. Microbial Biotechnology published by Society for Applied Microbiology and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Brief Reports Eenink, Bernard D. G. Kaminski, Tomasz S. Bornberg‐Bauer, Erich Jose, Joachim Hollfelder, Florian van Loo, Bert Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli |
title | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
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title_full | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
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title_fullStr | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
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title_full_unstemmed | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
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title_short | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli
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title_sort | vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live escherichia coli |
topic | Brief Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618318/ https://www.ncbi.nlm.nih.gov/pubmed/36099491 http://dx.doi.org/10.1111/1751-7915.14144 |
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