Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations
Applications of lipases in low-water environments are found across a broad range of industries, including the pharmaceutical and oleochemical sectors. This includes condensation reactions in organic solvents where the enzyme activity has been found to depend strongly on both the solvent and the wate...
Published in: | Computational and Structural Biotechnology Journal |
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Main Authors: | , , , , |
Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Elsevier
2023
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Online Access: | https://doi.org/10.1016/j.csbj.2023.10.049 https://doaj.org/article/be0903e15e434dc0849ff019a95073f8 |
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author | Helena D. Tjørnelund Jesper Vind Jesper Brask John M. Woodley Günther H.J. Peters |
author_facet | Helena D. Tjørnelund Jesper Vind Jesper Brask John M. Woodley Günther H.J. Peters |
author_sort | Helena D. Tjørnelund |
collection | Directory of Open Access Journals: DOAJ Articles |
container_start_page | 5451 |
container_title | Computational and Structural Biotechnology Journal |
container_volume | 21 |
description | Applications of lipases in low-water environments are found across a broad range of industries, including the pharmaceutical and oleochemical sectors. This includes condensation reactions in organic solvents where the enzyme activity has been found to depend strongly on both the solvent and the water activity (aw). Despite several experimental and computational studies, knowledge is largely empirical, and a general predictive approach is much needed. To close this gap, we chose native Candida antarctica lipase B (CALB) and two mutants thereof and used molecular dynamics (MD) simulations to gain a molecular understanding of the effect of aw on the specific activity of CALB in hexane. Based on the simulations, we propose four criteria to understand the performance of CALB in organic media, which is supported by enzyme kinetics experiments. First, the lipase must be stable in the organic solvent, which was the case for native CALB and the two mutants studied here. Secondly, water clusters that form and grow close to the active site must not block the path of substrate molecules into the active site. Thirdly, the lipase’s lid must not cover the active site. Finally, mutations and changes in aw must not disrupt the geometry of the active site. We show that mutating specific residues close to the active site can hinder water cluster formation and growth, making the lipase resistant to changes in aw. Our computational screening criteria could potentially be used to screen in-silico designed variants, so only promising candidates could be pushed forward to characterisation. |
format | Article in Journal/Newspaper |
genre | Antarc* Antarctica |
genre_facet | Antarc* Antarctica |
id | ftdoajarticles:oai:doaj.org/article:be0903e15e434dc0849ff019a95073f8 |
institution | Open Polar |
language | English |
op_collection_id | ftdoajarticles |
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op_doi | https://doi.org/10.1016/j.csbj.2023.10.049 |
op_relation | http://www.sciencedirect.com/science/article/pii/S2001037023004063 https://doaj.org/toc/2001-0370 2001-0370 doi:10.1016/j.csbj.2023.10.049 https://doaj.org/article/be0903e15e434dc0849ff019a95073f8 |
op_source | Computational and Structural Biotechnology Journal, Vol 21, Iss , Pp 5451-5462 (2023) |
publishDate | 2023 |
publisher | Elsevier |
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spelling | ftdoajarticles:oai:doaj.org/article:be0903e15e434dc0849ff019a95073f8 2025-01-16T19:36:22+00:00 Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations Helena D. Tjørnelund Jesper Vind Jesper Brask John M. Woodley Günther H.J. Peters 2023-01-01T00:00:00Z https://doi.org/10.1016/j.csbj.2023.10.049 https://doaj.org/article/be0903e15e434dc0849ff019a95073f8 EN eng Elsevier http://www.sciencedirect.com/science/article/pii/S2001037023004063 https://doaj.org/toc/2001-0370 2001-0370 doi:10.1016/j.csbj.2023.10.049 https://doaj.org/article/be0903e15e434dc0849ff019a95073f8 Computational and Structural Biotechnology Journal, Vol 21, Iss , Pp 5451-5462 (2023) Biocatalysis Candida antarctica lipase B (CALB) Esterification Protein engineering Organic solvent Water activity Biotechnology TP248.13-248.65 article 2023 ftdoajarticles https://doi.org/10.1016/j.csbj.2023.10.049 2023-12-24T01:41:33Z Applications of lipases in low-water environments are found across a broad range of industries, including the pharmaceutical and oleochemical sectors. This includes condensation reactions in organic solvents where the enzyme activity has been found to depend strongly on both the solvent and the water activity (aw). Despite several experimental and computational studies, knowledge is largely empirical, and a general predictive approach is much needed. To close this gap, we chose native Candida antarctica lipase B (CALB) and two mutants thereof and used molecular dynamics (MD) simulations to gain a molecular understanding of the effect of aw on the specific activity of CALB in hexane. Based on the simulations, we propose four criteria to understand the performance of CALB in organic media, which is supported by enzyme kinetics experiments. First, the lipase must be stable in the organic solvent, which was the case for native CALB and the two mutants studied here. Secondly, water clusters that form and grow close to the active site must not block the path of substrate molecules into the active site. Thirdly, the lipase’s lid must not cover the active site. Finally, mutations and changes in aw must not disrupt the geometry of the active site. We show that mutating specific residues close to the active site can hinder water cluster formation and growth, making the lipase resistant to changes in aw. Our computational screening criteria could potentially be used to screen in-silico designed variants, so only promising candidates could be pushed forward to characterisation. Article in Journal/Newspaper Antarc* Antarctica Directory of Open Access Journals: DOAJ Articles Computational and Structural Biotechnology Journal 21 5451 5462 |
spellingShingle | Biocatalysis Candida antarctica lipase B (CALB) Esterification Protein engineering Organic solvent Water activity Biotechnology TP248.13-248.65 Helena D. Tjørnelund Jesper Vind Jesper Brask John M. Woodley Günther H.J. Peters Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title | Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title_full | Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title_fullStr | Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title_full_unstemmed | Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title_short | Candida antarctica lipase B performance in organic solvent at varying water activities studied by molecular dynamics simulations |
title_sort | candida antarctica lipase b performance in organic solvent at varying water activities studied by molecular dynamics simulations |
topic | Biocatalysis Candida antarctica lipase B (CALB) Esterification Protein engineering Organic solvent Water activity Biotechnology TP248.13-248.65 |
topic_facet | Biocatalysis Candida antarctica lipase B (CALB) Esterification Protein engineering Organic solvent Water activity Biotechnology TP248.13-248.65 |
url | https://doi.org/10.1016/j.csbj.2023.10.049 https://doaj.org/article/be0903e15e434dc0849ff019a95073f8 |