Literature DB >> 21132281

Exploiting models of molecular evolution to efficiently direct protein engineering.

Megan F Cole1, Eric A Gaucher.   

Abstract

Directed evolution and protein engineering approaches used to generate novel or enhanced biomolecular function often use the evolutionary sequence diversity of protein homologs to rationally guide library design. To fully capture this sequence diversity, however, libraries containing millions of variants are often necessary. Screening libraries of this size is often undesirable due to inaccuracies of high-throughput assays, costs, and time constraints. The ability to effectively cull sequence diversity while still generating the functional diversity within a library thus holds considerable value. This is particularly relevant when high-throughput assays are not amenable to select/screen for certain biomolecular properties. Here, we summarize our recent attempts to develop an evolution-guided approach, Reconstructing Evolutionary Adaptive Paths (REAP), for directed evolution and protein engineering that exploits phylogenetic and sequence analyses to identify amino acid substitutions that are likely to alter or enhance function of a protein. To demonstrate the utility of this technique, we highlight our previous work with DNA polymerases in which a REAP-designed small library was used to identify a DNA polymerase capable of accepting non-standard nucleosides. We anticipate that the REAP approach will be used in the future to facilitate the engineering of biopolymers with expanded functions and will thus have a significant impact on the developing field of 'evolutionary synthetic biology'.

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Year:  2010        PMID: 21132281      PMCID: PMC3183505          DOI: 10.1007/s00239-010-9415-2

Source DB:  PubMed          Journal:  J Mol Evol        ISSN: 0022-2844            Impact factor:   2.395


  56 in total

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Journal:  Nat Rev Genet       Date:  2004-05       Impact factor: 53.242

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Authors:  Stefan Lutz; Wayne M Patrick
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Journal:  Genetics       Date:  2004-10       Impact factor: 4.562

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Journal:  Nature       Date:  1998-01-15       Impact factor: 49.962

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Journal:  J Mol Biol       Date:  1996-03-29       Impact factor: 5.469

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Journal:  Genetics       Date:  1995-12       Impact factor: 4.562

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9.  Recognition by viral and cellular DNA polymerases of nucleosides bearing bases with nonstandard hydrogen bonding patterns.

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Journal:  Proc Natl Acad Sci U S A       Date:  1995-07-03       Impact factor: 11.205

10.  A single residue in DNA polymerases of the Escherichia coli DNA polymerase I family is critical for distinguishing between deoxy- and dideoxyribonucleotides.

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Journal:  Proc Natl Acad Sci U S A       Date:  1995-07-03       Impact factor: 11.205

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  16 in total

Review 1.  Suppression Subtractive Hybridization Versus Next-Generation Sequencing in Plant Genetic Engineering: Challenges and Perspectives.

Authors:  Mahbod Sahebi; Mohamed M Hanafi; Parisa Azizi; Abdul Hakim; Sadegh Ashkani; Rambod Abiri
Journal:  Mol Biotechnol       Date:  2015-10       Impact factor: 2.695

Review 2.  The Toolbox for Modified Aptamers.

Authors:  Sergey A Lapa; Alexander V Chudinov; Edward N Timofeev
Journal:  Mol Biotechnol       Date:  2016-02       Impact factor: 2.695

Review 3.  The functional importance of co-evolving residues in proteins.

Authors:  Inga Sandler; Nitzan Zigdon; Efrat Levy; Amir Aharoni
Journal:  Cell Mol Life Sci       Date:  2013-09-01       Impact factor: 9.261

4.  Effects of point mutations on the thermostability of B. subtilis lipase: investigating nonadditivity.

Authors:  Bipin Singh; Gopalakrishnan Bulusu; Abhijit Mitra
Journal:  J Comput Aided Mol Des       Date:  2016-09-30       Impact factor: 3.686

Review 5.  Utilizing natural diversity to evolve protein function: applications towards thermostability.

Authors:  Megan F Cole; Eric A Gaucher
Journal:  Curr Opin Chem Biol       Date:  2011-04-04       Impact factor: 8.822

Review 6.  Directed evolution: an evolving and enabling synthetic biology tool.

Authors:  Ryan E Cobb; Tong Si; Huimin Zhao
Journal:  Curr Opin Chem Biol       Date:  2012-06-04       Impact factor: 8.822

7.  An automated flow for directed evolution based on detection of promiscuous scaffolds using spatial and electrostatic properties of catalytic residues.

Authors:  Sandeep Chakraborty
Journal:  PLoS One       Date:  2012-07-11       Impact factor: 3.240

Review 8.  DNA polymerases engineered by directed evolution to incorporate non-standard nucleotides.

Authors:  Roberto Laos; J Michael Thomson; Steven A Benner
Journal:  Front Microbiol       Date:  2014-10-31       Impact factor: 5.640

9.  Bacterial and fungal chitinase chiJ orthologs evolve under different selective constraints following horizontal gene transfer.

Authors:  Wimal Ubhayasekera; Magnus Karlsson
Journal:  BMC Res Notes       Date:  2012-10-24

10.  Interchanging functionality among homologous elongation factors using signatures of heterotachy.

Authors:  Ercan Cacan; James T Kratzer; Megan F Cole; Eric A Gaucher
Journal:  J Mol Evol       Date:  2013-01-31       Impact factor: 2.395

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