Strategy and success for the directed evolution of enzymes.

Abstract:

:Directed evolution is widely used to improve enzymes, particularly for industrial biocatalytic processes. Molecular biology advances present many new strategies for directed evolution. Commonly used techniques have led to many successful examples of enzyme improvement, yet there is still a need to improve both the efficiency and capability of directed evolution. Recent strategies aimed at making directed evolution faster and more efficient take better advantage of available structural and sequence information. The underlying principles that lead to early dead-ends for directed evolution experiments are also discussed along with recent strategies designed to by-pass them. Several emerging methods for creating novel enzymes are also discussed including examples of catalytic activity for which there is no precedent in nature. Finally, the combined use of several strategies is likely to be required in practice to improve multiple target properties of an enzyme, as successfully shown by a recent industrial example.

journal_name

Curr Opin Struct Biol

authors

Dalby PA

doi

10.1016/j.sbi.2011.05.003

subject

Has Abstract

pub_date

2011-08-01 00:00:00

pages

473-80

issue

4

eissn

0959-440X

issn

1879-033X

pii

S0959-440X(11)00091-1

journal_volume

21

pub_type

杂志文章,评审
  • Coupling of folding and binding for unstructured proteins.

    abstract::There are now numerous examples of proteins that are unstructured or only partially structured under physiological conditions and yet are nevertheless functional. Such proteins are especially prevalent in eukaryotes. In many cases, intrinsically disordered proteins adopt folded structures upon binding to their biologi...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(02)00289-0

    authors: Dyson HJ,Wright PE

    更新日期:2002-02-01 00:00:00

  • Gram-negative synthase-dependent exopolysaccharide biosynthetic machines.

    abstract::Bacteria predominantly exist as matrix embedded communities of cells called biofilms. The biofilm matrix is made up of a variety of self-produced extracellular components including DNA, proteins, and exopolysaccharides. Bacterial exopolysaccharides have been implicated in surface adhesion, resistance to antibiotics, a...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2018.05.001

    authors: Low KE,Howell PL

    更新日期:2018-12-01 00:00:00

  • Mitochondrial creatine kinase--a square protein.

    abstract::The recently determined structure of octameric mitochondrial creatine kinase has provided new insights into the functioning of this enzyme and its role in channelling energy from the mitochondria to the cytoplasm. Creatine kinase, a member of the family of guanidino kinases, is structurally similar to glutamine synthe...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(97)80151-0

    authors: Kabsch W,Fritz-Wolf K

    更新日期:1997-12-01 00:00:00

  • Molecular dynamics simulations of nucleic acid-protein complexes.

    abstract::Molecular dynamics simulation studies of protein-nucleic acid complexes are more complicated than studies of either component alone-the force field has to be properly balanced, the systems tend to become very large, and a careful treatment of solvent and of electrostatic interactions is necessary. Recent investigation...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2007.12.012

    authors: Mackerell AD Jr,Nilsson L

    更新日期:2008-04-01 00:00:00

  • A structural framework for replication origin opening by AAA+ initiation factors.

    abstract::ATP-dependent initiation factors help process replication origins and coordinate replisome assembly to control the onset of DNA synthesis. Although the specific properties and regulatory mechanisms of initiator proteins can vary greatly between different organisms, certain nucleotide-binding elements and assembly patt...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2012.11.012

    authors: Duderstadt KE,Berger JM

    更新日期:2013-02-01 00:00:00

  • Determinants of affinity and specificity in RNA-binding proteins.

    abstract::Emerging data suggest that the mechanisms by which RNA-binding proteins (RBPs) interact with RNA and the rules governing specificity might be substantially more complex than those underlying their DNA-binding counterparts. Even our knowledge of what constitutes the RNA-bound proteome is contentious; recent studies sug...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2016.05.005

    authors: Helder S,Blythe AJ,Bond CS,Mackay JP

    更新日期:2016-06-01 00:00:00

  • Interpretation of medium resolution cryoEM maps of multi-protein complexes.

    abstract::Electron cryo-microscopy (cryoEM) is used to determine structures of biological molecules, including multi-protein complexes. Maps at better than 3.0Å resolution are relatively straightforward to interpret since atomic models of proteins and nucleic acids can be built directly. Still, these resolutions are often diffi...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.06.009

    authors: Casañal A,Shakeel S,Passmore LA

    更新日期:2019-10-01 00:00:00

  • The impact of splicing on protein domain architecture.

    abstract::Many proteins are composed of protein domains, functional units of common descent. Multidomain forms are common in all eukaryotes making up more than half of the proteome and the evolution of novel domain architecture has been accelerated in metazoans. It is also becoming increasingly clear that alternative splicing i...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2013.02.013

    authors: Light S,Elofsson A

    更新日期:2013-06-01 00:00:00

  • Crystallization and structure determination of RNA.

    abstract::Progress in the synthesis, purification and crystallization of RNA has resulted in the determination of several X-ray crystal structures of RNA molecules over the past few years. Methods proven and under development will lead to future structure determinations and shed light on the structural basis for RNA's many func...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/0959-440x(95)80057-3

    authors: Lietzke SE,Barnes CL,Kundrot CE

    更新日期:1995-10-01 00:00:00

  • O-GlcNAcylated peptides and proteins for structural and functional studies.

    abstract::O-GlcNAcylation is an enzymatic post-translational modification occurring in hundreds of protein substrates. This modification occurs through the addition of the monosaccharide N-acetylglucosamine to serine and threonine residues on intracellular proteins in the cytosol, nucleus, and mitochondria. As a highly dynamic ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2020.12.005

    authors: Balana AT,Moon SP,Pratt MR

    更新日期:2021-01-09 00:00:00

  • Extra Cytoplasmic Function sigma factors, recent structural insights into promoter recognition and regulation.

    abstract::Bacterial transcription initiation is controlled by sigma factors, the RNA polymerase (RNAP) subunits responsive for promoter specificity. While the primary sigma factor ensures the bulk of transcription during growth, a major strategy used by bacteria to regulate gene expression consists of modifying the RNAP promote...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2015.01.006

    authors: Campagne S,Allain FH,Vorholt JA

    更新日期:2015-02-01 00:00:00

  • Macromolecular crowding: an important but neglected aspect of the intracellular environment.

    abstract::Biological macromolecules have evolved over billions of years to function inside cells, so it is not surprising that researchers studying the properties of such molecules, either in extracts or in purified form, take care to control factors that reflect the intracellular environment, such as pH, ionic strength and com...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(00)00172-x

    authors: Ellis RJ

    更新日期:2001-02-01 00:00:00

  • Membrane mimetic systems in CryoEM: keeping membrane proteins in their native environment.

    abstract::Advances in electron microscopes, detectors and data processing algorithms have greatly facilitated the structural determination of many challenging integral membrane proteins that have been evasive to crystallization. These breakthroughs facilitate the application and development of various membrane protein solubiliz...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.05.022

    authors: Autzen HE,Julius D,Cheng Y

    更新日期:2019-10-01 00:00:00

  • The two faces of Janus: functional interactions and protein aggregation.

    abstract::Protein aggregation constitutes a constant threat for the living cell as is demonstrated by the several pathologies in which the mechanisms to prevent it fail. It is therefore a question of increasing importance to understand in detail the defence strategies. Here we discuss how molecular interactions can represent a ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2011.11.007

    authors: Pastore A,Temussi PA

    更新日期:2012-02-01 00:00:00

  • Structure and mechanism of ABC transporters.

    abstract::ATP-binding cassette (ABC) transporters are central to many physiological processes, including the uptake of nutrients, the non-classical secretion of signaling molecules and toxins, multidrug resistance and the development of human disease. As one might expect from this spectrum of translocation events, these ubiquit...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(02)00399-8

    authors: Schmitt L,Tampé R

    更新日期:2002-12-01 00:00:00

  • Protein topology and allostery.

    abstract::Allostery plays important roles in many biological processes. Although all non-fibrous proteins may be allosteric, currently only a limited number of allosteric proteins are known. How allosteric regulation depends on protein topology and what are the preferred folds in allosteric proteins need to be explored. Alloste...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2020.01.011

    authors: Xie J,Lai L

    更新日期:2020-06-01 00:00:00

  • Structural basis for ion selectivity and engineering in channelrhodopsins.

    abstract::Channelrhodopsins have become an integral part of modern neuroscience approaches due to their ability to control neuronal activity in targeted cell populations. The recent determination of several channelrhodopsin X-ray structures now enables us to study their function with unprecedented molecular precision. We will d...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.04.008

    authors: Rappleye M,Berndt A

    更新日期:2019-08-01 00:00:00

  • Alchemical free energy methods for drug discovery: progress and challenges.

    abstract::Improved rational drug design methods are needed to lower the cost and increase the success rate of drug discovery and development. Alchemical binding free energy calculations, one potential tool for rational design, have progressed rapidly over the past decade, but still fall short of providing robust tools for pharm...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2011.01.011

    authors: Chodera JD,Mobley DL,Shirts MR,Dixon RW,Branson K,Pande VS

    更新日期:2011-04-01 00:00:00

  • Carbohydrate recognition and lysis by bacterial peptidoglycan hydrolases.

    abstract::The major component of bacterial cell wall is peptidoglycan (PG), a complex polymer formed by long glycan chains cross-linked by peptide stems. PG is in constant equilibrium requiring well-orchestrated coordination between synthesis and degradation. The resulting cell-wall fragments can be recycled, act as messengers ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2017.01.001

    authors: Alcorlo M,Martínez-Caballero S,Molina R,Hermoso JA

    更新日期:2017-06-01 00:00:00

  • Evolving SAXS versatility: solution X-ray scattering for macromolecular architecture, functional landscapes, and integrative structural biology.

    abstract::Small-angle X-ray scattering (SAXS) has emerged as an enabling integrative technique for comprehensive analyses of macromolecular structures and interactions in solution. Over the past two decades, SAXS has become a mainstay of the structural biologist's toolbox, supplying multiplexed measurements of molecular shape a...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2019.04.004

    authors: Brosey CA,Tainer JA

    更新日期:2019-10-01 00:00:00

  • Structure and mechanism of assembly line polyketide synthases.

    abstract::Assembly line polyketide synthases (PKSs) are remarkable biosynthetic machines with considerable potential for structure-based engineering. Several types of protein-protein interactions, both within and between PKS modules, play important roles in the catalytic cycle of a multimodular PKS. Additionally, vectorial bios...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2016.05.009

    authors: Robbins T,Liu YC,Cane DE,Khosla C

    更新日期:2016-12-01 00:00:00

  • Regulation of protein kinases by lipids.

    abstract::Membranes are sites of intense signaling activity within the cell, serving as dynamic scaffolds for the recruitment of signaling molecules and their substrates. The specific and reversible localization of these signaling molecules to membranes is critical for the appropriate activation of downstream signaling pathways...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2011.07.006

    authors: Leonard TA,Hurley JH

    更新日期:2011-12-01 00:00:00

  • How the centriole builds its cilium: of mothers, daughters, and the acquisition of appendages.

    abstract::Centrioles are microtubule-based structures in eukaryotic cells. From organizing the microtubule cytoskeleton during interphase to focusing the mitotic spindle during mitosis, centrioles are busy at all stages of the cell cycle. One crucial interphase function of centrioles is to assemble cilia, microtubular projectio...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2020.09.006

    authors: Kumar D,Reiter J

    更新日期:2020-11-04 00:00:00

  • Take home lessons from studies of related proteins.

    abstract::The 'Fold Approach' involves a detailed analysis of the folding of several topologically, structurally and/or evolutionarily related proteins. Such studies can reveal determinants of the folding mechanism beyond the gross topology, and can dissect the residues required for folding from those required for stability or ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2012.11.009

    authors: Nickson AA,Wensley BG,Clarke J

    更新日期:2013-02-01 00:00:00

  • The positions of radical intermediates in the active sites of adenosylcobalamin-dependent enzymes.

    abstract::The radical intermediates generated during the catalytic cycles of adenosylcobalamin-dependent enzymes occur in pairs. The positions of radicals residing on the cofactor, substrate or protein, relative to the position of the low-spin Co(2+) from the cob(II)alamin intermediate, can be extracted from electron paramagnet...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2003.10.011

    authors: Reed GH,Mansoorabadi SO

    更新日期:2003-12-01 00:00:00

  • Structural investigation of the proton-coupled secondary transporters.

    abstract::Transmembrane proton gradients, known as Proton Motive Force (PMF), serve important physiological functions. In addition to driving ATP synthesis, PMF is harnessed by a large variety of secondary transporters to achieve 'uphill' translocation of specific substrates across the membrane. Proton-coupled secondary transpo...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2013.04.011

    authors: Yan N

    更新日期:2013-08-01 00:00:00

  • Tubulin structure: insights into microtubule properties and functions.

    abstract::The structure of tubulin has recently been determined by electron crystallography, paving the way for a clearer understanding of the unique properties of tubulin that allow its varied functions within the cell. Some of the ongoing work on tubulin can be interpreted in terms of its structure, which can serve to guide f...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/s0959-440x(98)80099-7

    authors: Downing KH,Nogales E

    更新日期:1998-12-01 00:00:00

  • Technological advances in site-directed spin labeling of proteins.

    abstract::Molecular flexibility over a wide time range is of central importance to the function of many proteins, both soluble and membrane. Revealing the modes of flexibility, their amplitudes, and time scales under physiological conditions is the challenge for spectroscopic methods, one of which is site-directed spin labeling...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2013.06.008

    authors: Hubbell WL,López CJ,Altenbach C,Yang Z

    更新日期:2013-10-01 00:00:00

  • Membrane proteins shape up: understanding in vitro folding.

    abstract::Progress in structural biology has begun to reveal the precise architecture of integral membrane proteins. However, the manner in which these complex structures are achieved remains unclear. Recent developments are starting to shed light on the unfolding and folding of a small but growing number of membrane proteins. ...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2006.06.004

    authors: Booth PJ,Curnow P

    更新日期:2006-08-01 00:00:00

  • Structures and mechanisms of CRISPR RNA-guided effector nucleases.

    abstract::In the prokaryotic CRISPR-Cas adaptive immune systems, a CRISPR RNA (crRNA) assembles with multiple or single Cas proteins to form crRNA ribonucleoprotein (crRNP) effector complexes, responsible for the destruction of invading genetic elements. Although the mechanisms of target recognition and cleavage by the crRNP ef...

    journal_title:Current opinion in structural biology

    pub_type: 杂志文章,评审

    doi:10.1016/j.sbi.2016.11.013

    authors: Nishimasu H,Nureki O

    更新日期:2017-04-01 00:00:00