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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...
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Published in: | Microbial biotechnology 2022-11, Vol.15 (11), p.2845-2853 |
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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.
In this study five methods for to measure activity of cell‐displayed enzymes were compared. By comparing various cell treatment methods it was found that substrate encapsulation prior to enzyme expression in a one‐pot reaction showed no disadvantage in cell growth, and cell growth in‐droplet increased both the total amount of cells recovered, as well as the proportion of positives recovered. |
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In this study five methods for to measure activity of cell‐displayed enzymes were compared. By comparing various cell treatment methods it was found that substrate encapsulation prior to enzyme expression in a one‐pot reaction showed no disadvantage in cell growth, and cell growth in‐droplet increased both the total amount of cells recovered, as well as the proportion of positives recovered.</description><identifier>ISSN: 1751-7915</identifier><identifier>EISSN: 1751-7915</identifier><identifier>DOI: 10.1111/1751-7915.14144</identifier><identifier>PMID: 36099491</identifier><language>eng</language><publisher>Bedford: John Wiley & Sons, Inc</publisher><subject>Antibiotics ; Biofilms ; Biomolecules ; Brief Report ; Brief Reports ; Copy number ; Directed evolution ; Droplets ; E coli ; Enrichment ; Enzymes ; Evolution ; Genotype & phenotype ; Microfluidics ; Mutation ; Plasmids ; Recovery ; Redesign ; Small libraries ; Substrates</subject><ispartof>Microbial biotechnology, 2022-11, Vol.15 (11), p.2845-2853</ispartof><rights>2022 The Authors. published by Society for Applied Microbiology and John Wiley & Sons Ltd.</rights><rights>2022. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5114-88215fe8f726234e85573af5bd6bb55117faa36be9182aa4f461feca4ae696df3</citedby><cites>FETCH-LOGICAL-c5114-88215fe8f726234e85573af5bd6bb55117faa36be9182aa4f461feca4ae696df3</cites><orcidid>0000-0002-0666-2676 ; 0000-0002-6111-5667 ; 0000-0002-1826-3576</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2730108783/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2730108783?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11562,25753,27924,27925,37012,37013,44590,46052,46476,53791,53793,74998</link.rule.ids></links><search><creatorcontrib>Eenink, Bernard D. G.</creatorcontrib><creatorcontrib>Kaminski, Tomasz S.</creatorcontrib><creatorcontrib>Bornberg‐Bauer, Erich</creatorcontrib><creatorcontrib>Jose, Joachim</creatorcontrib><creatorcontrib>Hollfelder, Florian</creatorcontrib><creatorcontrib>Loo, Bert</creatorcontrib><title>Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli</title><title>Microbial biotechnology</title><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.
In this study five methods for to measure activity of cell‐displayed enzymes were compared. 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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.
In this study five methods for to measure activity of cell‐displayed enzymes were compared. By comparing various cell treatment methods it was found that substrate encapsulation prior to enzyme expression in a one‐pot reaction showed no disadvantage in cell growth, and cell growth in‐droplet increased both the total amount of cells recovered, as well as the proportion of positives recovered.</abstract><cop>Bedford</cop><pub>John Wiley & Sons, Inc</pub><pmid>36099491</pmid><doi>10.1111/1751-7915.14144</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-0666-2676</orcidid><orcidid>https://orcid.org/0000-0002-6111-5667</orcidid><orcidid>https://orcid.org/0000-0002-1826-3576</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Antibiotics Biofilms Biomolecules Brief Report Brief Reports Copy number Directed evolution Droplets E coli Enrichment Enzymes Evolution Genotype & phenotype Microfluidics Mutation Plasmids Recovery Redesign Small libraries Substrates |
title | Vector redesign and in‐droplet cell‐growth improves enrichment and recovery in live Escherichia coli |
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