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GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries

[Image: see text] Directed evolution requires the creation of genetic diversity and subsequent screening or selection for improved variants. For DNA mutagenesis, conventional site-directed methods implicitly utilize the Boolean AND operator (creating all mutations simultaneously), producing a combin...

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Autores principales: Currin, Andrew, Kwok, Jane, Sadler, Joanna C., Bell, Elizabeth L., Swainston, Neil, Ababi, Maria, Day, Philip, Turner, Nicholas J., Kell, Douglas B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2019
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007284/
https://www.ncbi.nlm.nih.gov/pubmed/31132850
http://dx.doi.org/10.1021/acssynbio.9b00063
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author Currin, Andrew
Kwok, Jane
Sadler, Joanna C.
Bell, Elizabeth L.
Swainston, Neil
Ababi, Maria
Day, Philip
Turner, Nicholas J.
Kell, Douglas B.
author_facet Currin, Andrew
Kwok, Jane
Sadler, Joanna C.
Bell, Elizabeth L.
Swainston, Neil
Ababi, Maria
Day, Philip
Turner, Nicholas J.
Kell, Douglas B.
author_sort Currin, Andrew
collection PubMed
description [Image: see text] Directed evolution requires the creation of genetic diversity and subsequent screening or selection for improved variants. For DNA mutagenesis, conventional site-directed methods implicitly utilize the Boolean AND operator (creating all mutations simultaneously), producing a combinatorial explosion in the number of genetic variants as the number of mutations increases. We introduce GeneORator, a novel strategy for creating DNA libraries based on the Boolean logical OR operator. Here, a single library is divided into many subsets, each containing different combinations of the desired mutations. Consequently, the effect of adding more mutations on the number of genetic combinations is additive (Boolean OR logic) and not exponential (AND logic). We demonstrate this strategy with large-scale mutagenesis studies, using monoamine oxidase-N (Aspergillus niger) as the exemplar target. First, we mutated every residue in the secondary structure-containing regions (276 out of a total 495 amino acids) to screen for improvements in k(cat). Second, combinatorial OR-type libraries permitted screening of diverse mutation combinations in the enzyme active site to detect activity toward novel substrates. In both examples, OR-type libraries effectively reduced the number of variants searched up to 10(10)-fold, dramatically reducing the screening effort required to discover variants with improved and/or novel activity. Importantly, this approach enables the screening of a greater diversity of mutation combinations, accessing a larger area of a protein’s sequence space. OR-type libraries can be applied to any biological engineering objective requiring DNA mutagenesis, and the approach has wide ranging applications in, for example, enzyme engineering, antibody engineering, and synthetic biology.
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spelling pubmed-70072842020-02-10 GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries Currin, Andrew Kwok, Jane Sadler, Joanna C. Bell, Elizabeth L. Swainston, Neil Ababi, Maria Day, Philip Turner, Nicholas J. Kell, Douglas B. ACS Synth Biol [Image: see text] Directed evolution requires the creation of genetic diversity and subsequent screening or selection for improved variants. For DNA mutagenesis, conventional site-directed methods implicitly utilize the Boolean AND operator (creating all mutations simultaneously), producing a combinatorial explosion in the number of genetic variants as the number of mutations increases. We introduce GeneORator, a novel strategy for creating DNA libraries based on the Boolean logical OR operator. Here, a single library is divided into many subsets, each containing different combinations of the desired mutations. Consequently, the effect of adding more mutations on the number of genetic combinations is additive (Boolean OR logic) and not exponential (AND logic). We demonstrate this strategy with large-scale mutagenesis studies, using monoamine oxidase-N (Aspergillus niger) as the exemplar target. First, we mutated every residue in the secondary structure-containing regions (276 out of a total 495 amino acids) to screen for improvements in k(cat). Second, combinatorial OR-type libraries permitted screening of diverse mutation combinations in the enzyme active site to detect activity toward novel substrates. In both examples, OR-type libraries effectively reduced the number of variants searched up to 10(10)-fold, dramatically reducing the screening effort required to discover variants with improved and/or novel activity. Importantly, this approach enables the screening of a greater diversity of mutation combinations, accessing a larger area of a protein’s sequence space. OR-type libraries can be applied to any biological engineering objective requiring DNA mutagenesis, and the approach has wide ranging applications in, for example, enzyme engineering, antibody engineering, and synthetic biology. American Chemical Society 2019-05-27 2019-06-21 /pmc/articles/PMC7007284/ /pubmed/31132850 http://dx.doi.org/10.1021/acssynbio.9b00063 Text en Copyright © 2019 American Chemical Society This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited.
spellingShingle Currin, Andrew
Kwok, Jane
Sadler, Joanna C.
Bell, Elizabeth L.
Swainston, Neil
Ababi, Maria
Day, Philip
Turner, Nicholas J.
Kell, Douglas B.
GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title_full GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title_fullStr GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title_full_unstemmed GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title_short GeneORator: An Effective Strategy for Navigating Protein Sequence Space More Efficiently through Boolean OR-Type DNA Libraries
title_sort geneorator: an effective strategy for navigating protein sequence space more efficiently through boolean or-type dna libraries
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007284/
https://www.ncbi.nlm.nih.gov/pubmed/31132850
http://dx.doi.org/10.1021/acssynbio.9b00063
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