Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways
Ionic liquids (IL) and aqueous ionic liquids (aIL) are attractive (co–)solvents for biocatalysis due to their unique properties. On the other hand, the incubation of enzymes in IL or aIL often reduces enzyme activity. Recent studies proposed various aIL-induced effects to explain the reduction, clas...
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doaj-e1e1e8041e9448c3b6b47b91ebfa001d2021-08-08T04:17:46ZengElsevierComputational and Structural Biotechnology Journal2001-03702021-01-011942484264Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathwaysTill El Harrar0Benedikt Frieg1Mehdi D. Davari2Karl-Erich Jaeger3Ulrich Schwaneberg4Holger Gohlke5Institute of Biotechnology, RWTH Aachen University, 52074 Aachen, Germany; John-von-Neumann-Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), and Institute of Bio- and Geosciences (IBG-4: Bioinformatics), Forschungszentrum Jülich GmbH, 52428 Jülich, GermanyJohn-von-Neumann-Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), and Institute of Bio- and Geosciences (IBG-4: Bioinformatics), Forschungszentrum Jülich GmbH, 52428 Jülich, GermanyInstitute of Biotechnology, RWTH Aachen University, 52074 Aachen, GermanyInstitute of Molecular Enzyme Technology, Heinrich Heine University Düsseldorf, 52428 Jülich, Germany; Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Jülich GmbH, 52428 Jülich, GermanyInstitute of Biotechnology, RWTH Aachen University, 52074 Aachen, Germany; DWI – Leibniz Institute for Interactive Materials e.V., 52074 Aachen, GermanyJohn-von-Neumann-Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), and Institute of Bio- and Geosciences (IBG-4: Bioinformatics), Forschungszentrum Jülich GmbH, 52428 Jülich, Germany; Institute for Pharmaceutical and Medicinal Chemistry, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany; Corresponding author at: John-von-Neumann-Institute for Computing (NIC), Jülich Supercomputing Centre (JSC), Institute of Biological Information Processing (IBI-7: Structural Biochemistry), and Institute of Bio- and Geosciences (IBG-4: Bioinformatics), Forschungszentrum Jülich GmbH, 52428 Jülich, Germany.Ionic liquids (IL) and aqueous ionic liquids (aIL) are attractive (co–)solvents for biocatalysis due to their unique properties. On the other hand, the incubation of enzymes in IL or aIL often reduces enzyme activity. Recent studies proposed various aIL-induced effects to explain the reduction, classified as direct effects, e.g., local dehydration or competitive inhibition, and indirect effects, e.g., structural perturbations or disturbed catalytic site integrity. However, the molecular origin of indirect effects has largely remained elusive. Here we show by multi-μs long molecular dynamics simulations, free energy computations, and rigidity analyses that aIL favorably interact with specific residues of Bacillus subtilis Lipase A (BsLipA) and modify the local structural stability of this model enzyme by inducing long-range perturbations of noncovalent interactions. The perturbations percolate over neighboring residues and eventually affect the catalytic site and the buried protein core. Validation against a complete experimental site saturation mutagenesis library of BsLipA (3620 variants) reveals that the residues of the perturbation pathways are distinguished sequence positions where substitutions highly likely yield significantly improved residual activity. Our results demonstrate that identifying these perturbation pathways and specific IL ion-residue interactions there effectively predicts focused variant libraries with improved aIL tolerance.http://www.sciencedirect.com/science/article/pii/S2001037021002919Protein stabilityMolecular dynamics simulationsAllosteryBiocatalysisIonic liquidsProtein engineering |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Till El Harrar Benedikt Frieg Mehdi D. Davari Karl-Erich Jaeger Ulrich Schwaneberg Holger Gohlke |
spellingShingle |
Till El Harrar Benedikt Frieg Mehdi D. Davari Karl-Erich Jaeger Ulrich Schwaneberg Holger Gohlke Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways Computational and Structural Biotechnology Journal Protein stability Molecular dynamics simulations Allostery Biocatalysis Ionic liquids Protein engineering |
author_facet |
Till El Harrar Benedikt Frieg Mehdi D. Davari Karl-Erich Jaeger Ulrich Schwaneberg Holger Gohlke |
author_sort |
Till El Harrar |
title |
Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
title_short |
Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
title_full |
Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
title_fullStr |
Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
title_full_unstemmed |
Aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
title_sort |
aqueous ionic liquids redistribute local enzyme stability via long-range perturbation pathways |
publisher |
Elsevier |
series |
Computational and Structural Biotechnology Journal |
issn |
2001-0370 |
publishDate |
2021-01-01 |
description |
Ionic liquids (IL) and aqueous ionic liquids (aIL) are attractive (co–)solvents for biocatalysis due to their unique properties. On the other hand, the incubation of enzymes in IL or aIL often reduces enzyme activity. Recent studies proposed various aIL-induced effects to explain the reduction, classified as direct effects, e.g., local dehydration or competitive inhibition, and indirect effects, e.g., structural perturbations or disturbed catalytic site integrity. However, the molecular origin of indirect effects has largely remained elusive. Here we show by multi-μs long molecular dynamics simulations, free energy computations, and rigidity analyses that aIL favorably interact with specific residues of Bacillus subtilis Lipase A (BsLipA) and modify the local structural stability of this model enzyme by inducing long-range perturbations of noncovalent interactions. The perturbations percolate over neighboring residues and eventually affect the catalytic site and the buried protein core. Validation against a complete experimental site saturation mutagenesis library of BsLipA (3620 variants) reveals that the residues of the perturbation pathways are distinguished sequence positions where substitutions highly likely yield significantly improved residual activity. Our results demonstrate that identifying these perturbation pathways and specific IL ion-residue interactions there effectively predicts focused variant libraries with improved aIL tolerance. |
topic |
Protein stability Molecular dynamics simulations Allostery Biocatalysis Ionic liquids Protein engineering |
url |
http://www.sciencedirect.com/science/article/pii/S2001037021002919 |
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