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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Exploiting enzyme evolution for computational protein design.

Gaspar P Pinto1, Marina Corbella1, Andrey O Demkiv1

  • 1Department of Chemistry - BMC, Uppsala University, BMC Box 576, S-751 23 Uppsala, Sweden.

Trends in Biochemical Sciences
|September 21, 2021
PubMed
Summary
This summary is machine-generated.

Evolutionary insights enhance computational enzyme design by reconstructing ancestral sequences, mimicking natural dynamics, and enabling modular design. This approach advances the creation of novel enzymes with tailored properties.

Keywords:
conformational dynamicsdirected evolutionenhanced sampling approachesresidue coevolutionstructural bioinformatics

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Area of Science:

  • Biochemistry and Molecular Biology
  • Computational Biology
  • Evolutionary Biology

Background:

  • Growing interest in enzyme evolution and computational enzyme design.
  • Need to understand physicochemical parameters driving enzyme evolution.
  • Advances in computational methods for enzyme design.

Purpose of the Study:

  • To review how evolutionary information can be integrated into enzyme design.
  • To highlight three key areas: ancestral sequence reconstruction, conformational dynamics, and modular design.
  • To showcase examples of successful enzyme design incorporating evolutionary data.

Main Methods:

  • Review of existing literature and case studies.
  • Discussion of ancestral sequence reconstruction (ASR) for generating design starting points.
  • Analysis of natural enzyme evolution, conformational dynamics, and modular protein assembly.

Main Results:

  • Demonstration of ASR's utility in creating novel enzyme scaffolds.
  • Insights into mimicking natural conformational dynamics for in silico design.
  • Examples of successful modular enzyme design inspired by protein fold evolution.

Conclusions:

  • Evolutionary information is crucial for advancing computational enzyme design.
  • Integrating ASR, dynamics, and modularity offers powerful strategies for creating new enzymes.
  • Future enzyme design efforts should leverage evolutionary principles for greater innovation.