Dissecting the evolvability landscape of the CalB active site toward aromatic substrates

International audience Abstract A key event in the directed evolution of enzymes is the systematic use of mutagenesis and selection, a process that can give rise to mutant libraries containing millions of protein variants. To this day, the functional analysis and identification of active variants am...

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Published in:Scientific Reports
Main Authors: Santos, Yossef López de los, Chew-Fajardo, Ying Lian, Brault, Guillaume, Doucet, Nicolas
Other Authors: Institut Armand Frappier (INRS-IAF), Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS), PROTEO, The Quebec Network for Research on Protein Function, Engineering, and Applications, Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Université de Sherbrooke (UdeS)-Université Laval Québec (ULaval)-McGill University = Université McGill Montréal, Canada -University of Ottawa Ottawa -Université du Québec à Trois-Rivières (UQTR)-Université de Montréal (UdeM)-TransBiotech, Lévis-Concordia University Montreal -Université du Québec à Montréal = University of Québec in Montréal (UQAM)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2019
Subjects:
Online Access:https://hal.archives-ouvertes.fr/hal-03590248
https://doi.org/10.1038/s41598-019-51940-0
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spelling ftccsdartic:oai:HAL:hal-03590248v1 2023-05-15T13:59:03+02:00 Dissecting the evolvability landscape of the CalB active site toward aromatic substrates Santos, Yossef López de los Chew-Fajardo, Ying Lian Brault, Guillaume Doucet, Nicolas Institut Armand Frappier (INRS-IAF) Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS) PROTEO, The Quebec Network for Research on Protein Function, Engineering, and Applications Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Université de Sherbrooke (UdeS)-Université Laval Québec (ULaval)-McGill University = Université McGill Montréal, Canada -University of Ottawa Ottawa -Université du Québec à Trois-Rivières (UQTR)-Université de Montréal (UdeM)-TransBiotech, Lévis-Concordia University Montreal -Université du Québec à Montréal = University of Québec in Montréal (UQAM) 2019-12 https://hal.archives-ouvertes.fr/hal-03590248 https://doi.org/10.1038/s41598-019-51940-0 en eng HAL CCSD Nature Publishing Group info:eu-repo/semantics/altIdentifier/doi/10.1038/s41598-019-51940-0 info:eu-repo/semantics/altIdentifier/pmid/31666622 hal-03590248 https://hal.archives-ouvertes.fr/hal-03590248 doi:10.1038/s41598-019-51940-0 PUBMED: 31666622 PUBMEDCENTRAL: PMC6821916 ISSN: 2045-2322 EISSN: 2045-2322 Scientific Reports https://hal.archives-ouvertes.fr/hal-03590248 Scientific Reports, Nature Publishing Group, 2019, 9 (1), pp.15588. ⟨10.1038/s41598-019-51940-0⟩ MESH: Catalytic Domain MESH: Directed Molecular Evolution MESH: Fungal Proteins MESH: Gene Library MESH: Hydrocarbons Aromatic MESH: Lipase MESH: Models Molecular MESH: Mutagenesis [SDV]Life Sciences [q-bio] info:eu-repo/semantics/article Journal articles 2019 ftccsdartic https://doi.org/10.1038/s41598-019-51940-0 2022-03-05T23:26:27Z International audience Abstract A key event in the directed evolution of enzymes is the systematic use of mutagenesis and selection, a process that can give rise to mutant libraries containing millions of protein variants. To this day, the functional analysis and identification of active variants among such high numbers of mutational possibilities is not a trivial task. Here, we describe a combinatorial semi-rational approach to partly overcome this challenge and help design smaller and smarter mutant libraries. By adapting a liquid medium transesterification assay in organic solvent conditions with a combination of virtual docking, iterative saturation mutagenesis, and residue interaction network (RIN) analysis, we engineered lipase B from P. antarctica (CalB) to improve enzyme recognition and activity against the bulky aromatic substrates and flavoring agents methyl cinnamate and methyl salicylate. Substrate-imprinted docking was used to target active-site positions involved in enzyme-substrate and enzyme-product complexes, in addition to identifying ‘hot spots’ most likely to yield active variants. This iterative semi-rational design strategy allowed selection of CalB variants exhibiting increased activity in just two rounds of site-saturation mutagenesis. Beneficial replacements were observed by screening only 0.308% of the theoretical library size, illustrating how semi-rational approaches with targeted diversity can quickly facilitate the discovery of improved activity variants relevant to a number of biotechnological applications. Article in Journal/Newspaper Antarc* Antarctica Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Scientific Reports 9 1
institution Open Polar
collection Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe)
op_collection_id ftccsdartic
language English
topic MESH: Catalytic Domain
MESH: Directed Molecular Evolution
MESH: Fungal Proteins
MESH: Gene Library
MESH: Hydrocarbons
Aromatic
MESH: Lipase
MESH: Models
Molecular
MESH: Mutagenesis
[SDV]Life Sciences [q-bio]
spellingShingle MESH: Catalytic Domain
MESH: Directed Molecular Evolution
MESH: Fungal Proteins
MESH: Gene Library
MESH: Hydrocarbons
Aromatic
MESH: Lipase
MESH: Models
Molecular
MESH: Mutagenesis
[SDV]Life Sciences [q-bio]
Santos, Yossef López de los
Chew-Fajardo, Ying Lian
Brault, Guillaume
Doucet, Nicolas
Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
topic_facet MESH: Catalytic Domain
MESH: Directed Molecular Evolution
MESH: Fungal Proteins
MESH: Gene Library
MESH: Hydrocarbons
Aromatic
MESH: Lipase
MESH: Models
Molecular
MESH: Mutagenesis
[SDV]Life Sciences [q-bio]
description International audience Abstract A key event in the directed evolution of enzymes is the systematic use of mutagenesis and selection, a process that can give rise to mutant libraries containing millions of protein variants. To this day, the functional analysis and identification of active variants among such high numbers of mutational possibilities is not a trivial task. Here, we describe a combinatorial semi-rational approach to partly overcome this challenge and help design smaller and smarter mutant libraries. By adapting a liquid medium transesterification assay in organic solvent conditions with a combination of virtual docking, iterative saturation mutagenesis, and residue interaction network (RIN) analysis, we engineered lipase B from P. antarctica (CalB) to improve enzyme recognition and activity against the bulky aromatic substrates and flavoring agents methyl cinnamate and methyl salicylate. Substrate-imprinted docking was used to target active-site positions involved in enzyme-substrate and enzyme-product complexes, in addition to identifying ‘hot spots’ most likely to yield active variants. This iterative semi-rational design strategy allowed selection of CalB variants exhibiting increased activity in just two rounds of site-saturation mutagenesis. Beneficial replacements were observed by screening only 0.308% of the theoretical library size, illustrating how semi-rational approaches with targeted diversity can quickly facilitate the discovery of improved activity variants relevant to a number of biotechnological applications.
author2 Institut Armand Frappier (INRS-IAF)
Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)
PROTEO, The Quebec Network for Research on Protein Function, Engineering, and Applications
Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Recherche Scientifique Québec (INRS)-Université de Sherbrooke (UdeS)-Université Laval Québec (ULaval)-McGill University = Université McGill Montréal, Canada -University of Ottawa Ottawa -Université du Québec à Trois-Rivières (UQTR)-Université de Montréal (UdeM)-TransBiotech, Lévis-Concordia University Montreal -Université du Québec à Montréal = University of Québec in Montréal (UQAM)
format Article in Journal/Newspaper
author Santos, Yossef López de los
Chew-Fajardo, Ying Lian
Brault, Guillaume
Doucet, Nicolas
author_facet Santos, Yossef López de los
Chew-Fajardo, Ying Lian
Brault, Guillaume
Doucet, Nicolas
author_sort Santos, Yossef López de los
title Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
title_short Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
title_full Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
title_fullStr Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
title_full_unstemmed Dissecting the evolvability landscape of the CalB active site toward aromatic substrates
title_sort dissecting the evolvability landscape of the calb active site toward aromatic substrates
publisher HAL CCSD
publishDate 2019
url https://hal.archives-ouvertes.fr/hal-03590248
https://doi.org/10.1038/s41598-019-51940-0
genre Antarc*
Antarctica
genre_facet Antarc*
Antarctica
op_source ISSN: 2045-2322
EISSN: 2045-2322
Scientific Reports
https://hal.archives-ouvertes.fr/hal-03590248
Scientific Reports, Nature Publishing Group, 2019, 9 (1), pp.15588. ⟨10.1038/s41598-019-51940-0⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1038/s41598-019-51940-0
info:eu-repo/semantics/altIdentifier/pmid/31666622
hal-03590248
https://hal.archives-ouvertes.fr/hal-03590248
doi:10.1038/s41598-019-51940-0
PUBMED: 31666622
PUBMEDCENTRAL: PMC6821916
op_doi https://doi.org/10.1038/s41598-019-51940-0
container_title Scientific Reports
container_volume 9
container_issue 1
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