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[Home](https://www.sigmaaldrich.com/CA/en)[Protein Expression](https://www.sigmaaldrich.com/CA/en/applications/protein-biology/protein-expression)Directed Evolution
# Directed Evolution
## Methods for the Directed Evolution of Proteins
Proteins, the functional workhorses of living organisms, are composed of chains of interlinked amino acids that together form peptides and ultimately dictate the three-dimensional structure and function. Beneficial changes in the amino acid sequence and protein structure, likely a result from evolution and diverse natural selection pressures, is often a slow but necessary process that allows life to respond and adapt to environmental changes. Dramatically increasing the rate of change, directed evolution simulates the natural process to generate a library of proteins with diverse properties and occasionally enhanced functionality. Resulting in innovations in the fields of enzymology, drug development and medicine, the directed evolution of enzymes and the phage display of antibodies and peptides has been internationally recognized by awarding the pioneers in the field with the 2018 Nobel Prize in Chemistry.
__Tuning protein functionalities using de novo and rational protein design__
De novo protein design involves protein structural motif prediction and uses comparative modeling and fold recognition methods to arrive at the 3D structure.[1](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) However, the predicted protein motifs derived from the amino acid sequence may not impart the same functionality to the target protein. In a rational design workflow, the sequence-structure-function dogma forms the central basis and involves identification of the target amino acid for mutation followed by site directed mutagenesis and other methods as outlined below. Following mutagenesis, the mutant proteins with altered functionalities are experimentally tested.[2](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) The challenges imposed by rational design include low protein expression, stability, and achieving the desired functionality. It is also difficult to expand this approach to every single amino acid in a given protein. Moreover, these methods are difficult to attempt on proteins with no prior structural and or functional information.
__Directed evolution and mimicking natural selection__
Directed evolution is a robust method to design proteins with desirable functions. Unlike rational methods, directed evolution generates random mutations in the gene of interest and requires no protein structure information. Directed evolution mimics natural evolution by imposing stringent selection and screening methodologies to identify proteins with optimized functionality, including genetic diversity, binding, catalytic properties, thermal and environmental stability.[3](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)
__History of directed evolution__
With the generation of self-replicating RNA in 1967, directed evolution methodologies underwent exhaustive growth over next three decades. In the 1980s, methodologies for *in vitro* selection based on phage display were successfully employed to enrich the desired protein. In 1985, the discovery of PCR enabled the use of random and saturation mutagenesis methods as outlined in Table 1. Later, directed evolution methodologies improved functionality, enantioselectivity of many enzymes, and have been used widely to tailor metabolic pathways and various genomes.[4,5](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)
| | |
|-------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------|
| __Method__ | __Method Information__ |
| __Random__ | |
| Error-prone PCR | Employs polymerase to generate mutations by imposing nucleotide incorporation error during DNA replication |
| Sequence Saturation Mutagenesis (SeSaM) | Generates multiple, random single nucleotide mutations in a given gene sequence |
| Site-directed mutagenesis | Enables replication by use of primers with modified bases resulting in mismatch and variation at a given position |
| Cassette mutagenesis | Gene cassette or oligonucleotide used for site-directed mutagenesis |
| __Recombination__ | |
| DNA shuffling | Mutation and recombination of homologous genes |
| Staggered Extension Protocol (StEP) | Modified annealing and extension steps generating staggered fragments |
| Incremental Truncation for the Creation of Hybrid Enzymes (ITCHY) | Random recombination between two gene fragments |
| Random Chimeragenesis on Transient Templates (RACHITT) | Gene family shuffling with multiple crossover events for every gene |
__Directed evolution experimental design__
A directed evolution experiment encompasses three essential steps namely, mutagenesis, screening, and gene amplification. Figure 1 provides an overview of the directed evolution methodology.
__Generation of a mutant protein library__
Defining the protein engineering goal for the desired functional diversification or substrate specificity is critical when generating a mutant protein library. Use of targeted libraries with a favorable ratio of beneficial over deleterious mutants is often an effective starting point. Table 1 summarizes the different methods used for mutagenesis and the principles behind them.[6](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) The most common methods include error-prone PCR and DNA shuffling methods.
__Selection and screening__
After creating genetic diversification, the mutants are often transformed into bacterial or yeast hosts for protein expression and screened for functionality. Selection eliminates non-functional variants and is primarily based on plasmid, phage or a ribosome display, growth complementation and reporter-based strategies. During screening, individual protein variants are evaluated for desired activity. High-throughput methodologies enable effective screening for desired functionality and include the following tools and methods: direct microtiter plates, digital imaging coupled to spectroscopy, compartmentalization, FACS (fluorescence-activated cell sorting), cell surface display, resonance energy transfer, nuclear magnetic resonance (NMR), high-performance liquid chromatography (HPLC), gas chromatography and mass spectroscopy.[7](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) The desired clones with the best functionality are identified after screening and serve as templates for the next round of gene manipulation. Systematic interplay by combining screening and selection methods will often result in the best variant with desired activity.
__Gene amplification__
The last step involves selecting the best mutant sequence or pool of sequences for amplification by PCR. Using the best sequence(s), the entire mutagenesis, screening, selection, and gene amplification cycle is repeated until a mutant containing the desired properties, as defined by the protein engineering goal, is identified.

__Figure 1: Steps in the directed evolution cycle__Steps in the directed evolution cycle
__Applications and successful protein engineering from utilizing directed evolution__
Redesigning proteins by utilizing various mutagenesis methodologies has improved the functionality of many enzymes in terms of thermostability, specific activity, affinity, solubility, stability and enantioselectivity. Table 2 highlights some key enzymes that were identified using directed evolution.[8](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)
| | | |
|---------------------------------------------------------------------|--------------------------------------------------------|-------------------------------------------------------------------------------|
| __Protein Name__ | __Mutation/Method__ | __New Functionality__ |
| __DNA Enzymes__ | | |
| Restriction endonuclease (*Bst*YI) | Error-prone PCR | Improved substrate specificity |
| CRISPR-Cas9 nucleases | Random / error-prone PCR | Improved protospacer adjacent motif (PAM) specificities |
| DNA polymerase | Compartmentalized self-replication | Self-replication of the gene in a feedback loop |
| __Proteases / Enzymes__ | | |
| [Subtilisin](https://academic.oup.com/peds/article/12/1/47/1513188) | StEP | Thermal stability |
| Retro-aldolase | Cassette mutagenesis | Improved catalytic efficiency |
| Cytochrome P450 | Error-prone PCR / StEP | Substrate specificity expansion |
| beta-glucuronidase | Error-prone PCR and DNA shuffling | Thermal stability |
| Laccase | DNA shuffling | Improved yield |
| Rubisco | Random / error-prone PCR | Improvement of the carboxylation efficiency |
| __Plant Biology__ | | |
| Glyphosate N-acetyltransferase | DNA shuffling | Improved herbicide tolerance |
| Glutamine synthetase | DNA shuffling | Herbicide resistant |
| __Pharmaceuticals__ | | |
| Influenza vaccine | Random / error-prone PCR and site-directed mutagenesis | Yield-optimization |
| IL-12 gene-based vaccines | DNA shuffling | Enhanced expression and biological activity |
| HIV envelope immunogens | DNA shuffling | Improved expression and antibody binding |
| __Genome__ | | |
| Yeast | *in vivo* continuous evolution (ICH) | Small-molecule-converting enzymes, regulatory proteins and metabolic pathways |
__Success story of cytochrome P450 engineering__
Cytochrome P450 enzymes are part of the drug metabolism pathway in mammals. It is a versatile enzyme with enormous substrate scope. Directed evolution of P450 enzymes has led to catalytic diversification and discovery of new biocatalytic transformations with unnatural P450 chemistry. The genetic tuning of P450 is an example of a biological change leading to the generation of new chemistry and expansion of the enzymes reaction space into a new biosynthetic pathway. The functionality of cytochrome P450, from *Bacillus megaterium*, was transformed from fatty acid hydroxylation to alkane degradation using directed evolution.[9](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) Importantly, the integration of computational predictions coupled with directed evolution methodologies will likely expedite and strengthen our understanding on new protein functionality.[10](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)
__[Kapa Biosystems reagents](https://www.sigmaaldrich.com/CA/en/products/molecular-biology-and-functional-genomics/pcr-and-amplification/kapa-biosystems-pcr-reagents) from directed evolution methods__
Directed evolution is a boon to life science and has advantages over natural evolution processes. Our suite of [Kapa Biosystems reagents](https://www.sigmaaldrich.com/CA/en/products/molecular-biology-and-functional-genomics/pcr-and-amplification/kapa-biosystems-pcr-reagents) employs a directed evolution methodology that promotes natural selection in the lab to generate enzymes that are optimized for several life science applications, such as PCR, quantitative PCR (qPCR), next-generation sequencing and molecular diagnostics.
The PCR reagents that are available commercially consist of “wild-type” recombinant DNA polymerase (Taq polymerase) from *Thermus aquaticus*. However, our suite of [Kapa Biosystems reagents](https://www.sigmaaldrich.com/CA/en/products/molecular-biology-and-functional-genomics/pcr-and-amplification/kapa-biosystems-pcr-reagents) consists of novel polymerase enzymes, synthesized using directed evolution technology, with enhanced specific activity, higher fidelity, increased processivity, and resistant to common PCR inhibitors. Kapa Biosystems provides a diverse range of reagents for PCR, qPCR and qRT-PCR kits for gene amplification.
__Kapa Biosystems PCR and qPCR applications__
Kapa Biosystems proteins, derived from directed evolution methodologies, contain numerous enhancements that are both diverse and unique compared to the wild-type proteins. The combination of enhanced enzymes from directed evolution methods coupled with additional factors, such as buffers and additional enzymes, are what make Kapa Biosystems kits so impactful. For example, [KAPA Long Range PCR Kits](https://www.sigmaaldrich.com/CA/en/substance/kapalongrange1234598765) contain a Taq DNA polymerase and a modified archaeal (B-family) DNA polymerase with proofreading activity. [KAPA Long Range HotStart DNA Polymerase](https://www.sigmaaldrich.com/CA/en/product/roche/lrhsntkb) has been used in the detection of hybrid genes by Long-Range PCR,[11](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref) while [KAPA2G Fast Multiplex PCR Kits](https://www.sigmaaldrich.com/CA/en/product/roche/2gfmpxkb) (see Figure 2), with significantly faster extension times than wild-type Taq, have been used to analyze three single nucleotide polymorphisms (SNP's; rs1049673, rs3211931, and rs3212162) in Alzheimer's patients by use of multiplexed PCR amplification, followed by a single base extension.[12](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)

__Figure 2:__ KAPA2G Fast Multiplex PCR Kit: 6-plex multiplex PCR with the KAPA2G Fast Multiplex PCR Kit, Competitor Q and Competitor I using the same cycling conditions (30 cycles).
[Kapa Biosystems qPCR reagents and kits](https://www.sigmaaldrich.com/CA/en/technical-documents/technical-article/genomics/qpcr/kapa-qpcr-kits) have been optimized to identify low copy and difficult targets with improved reproducibility. In order to analyze crude samples, [KAPA PROBE FORCE qPCR Kits](https://www.sigmaaldrich.com/CA/en/product/roche/pforcekb) contain a master mix that removes the need for DNA purification and is resistant to inhibitors from blood, tissue and plant samples. Additionally, the [KAPA PROBE FAST qPCR Kit](https://www.sigmaaldrich.com/CA/en/substance/kapaprobefast1234598765) (Figure 3) is suitable for extremely sensitive and accurate real-time PCR using sequence-specific fluorogenic probe chemistries, such as hydrolysis probes, FRET probes, and displacement probes. KAPA PROBE FAST qPCR has been used to determine the expression level of SOX7 mRNA and other developmentally important factors.[13](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)

__Figure 3:__ [KAPA SYBR® FAST Kit](https://www.sigmaaldrich.com/substance/kapasybrfast1234598765): Superior performance and quantification for KAPA SYBR® FAST compared to competitor kits for DMD and NOTCH target gene amplification using human genomic DNA.
## Summary
Directed evolution is a powerful strategy for improving the functionality of proteins. Generating thousands of variants, directed evolution uses high throughput screening to arrive at the best solution when either the biological function is obscure or when chemical knowledge on the substrate and protein structure is limited. Directed evolution has enabled the generation of numerous engineered proteins, including pure isomers of pharmaceuticals and proteins for critical life-science applications. Provided the rapid turnaround time for generating new proteins through directed evolution, engineered proteins and enzymes will likely continue to have a significant impact in advancing our understanding of numerous biological processes and biocatalysis.[14](https://www.sigmaaldrich.com/technical-documents/articles/biology/roche/directed-evolution.html#ref)
## MATERIALS
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### References
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Floudas C, Fung H, McAllister S, Mönnigmann M, Rajgaria R. 2006. Advances in protein structure prediction and de novo protein design: A review. Chemical Engineering Science. 61(3):966-988. [https://doi.org/10.1016/j.ces.2005.04.009](https://doi.org/10.1016/j.ces.2005.04.009)
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Hellinga HW. 1997. Rational protein design: Combining theory and experiment. Proceedings of the National Academy of Sciences. 94(19):10015-10017. [https://doi.org/10.1073/pnas.94.19.10015](https://doi.org/10.1073/pnas.94.19.10015)
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Bloom JD, Arnold FH. 2009. In the light of directed evolution: Pathways of adaptive protein evolution. Proceedings of the National Academy of Sciences. 106(Supplement\_1):9995-10000. [https://doi.org/10.1073/pnas.0901522106](https://doi.org/10.1073/pnas.0901522106)
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Reetz MT. 2016. Directed Evolution of Selective Enzymes. [https://doi.org/10.1002/9783527655465](https://doi.org/10.1002/9783527655465)
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Cobb RE, Chao R, Zhao H. 2013. Directed evolution: Past, present, and future. AIChE J. 59(5):1432-1440. [https://doi.org/10.1002/aic.13995](https://doi.org/10.1002/aic.13995)
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Packer MS, Liu DR. 2015. Methods for the directed evolution of proteins. Nat Rev Genet. 16(7):379-394. [https://doi.org/10.1038/nrg3927](https://doi.org/10.1038/nrg3927)
7\.
Xiao H, Bao Z, Zhao H. 2015. High Throughput Screening and Selection Methods for Directed Enzyme Evolution. Ind. Eng. Chem. Res.. 54(16):4011-4020. [https://doi.org/10.1021/ie503060a](https://doi.org/10.1021/ie503060a)
8\.
Kaur J, Sharma R. 2006. Directed Evolution: An Approach to Engineer Enzymes. Critical Reviews in Biotechnology. 26(3):165-199. [https://doi.org/10.1080/07388550600851423](https://doi.org/10.1080/07388550600851423)
9\.
McIntosh JA, Farwell CC, Arnold FH. 2014. Expanding P450 catalytic reaction space through evolution and engineering. Current Opinion in Chemical Biology. 19126-134. [https://doi.org/10.1016/j.cbpa.2014.02.001](https://doi.org/10.1016/j.cbpa.2014.02.001)
10\.
Lutz S. 2010. Beyond directed evolution?semi-rational protein engineering and design. Current Opinion in Biotechnology. 21(6):734-743. [https://doi.org/10.1016/j.copbio.2010.08.011](https://doi.org/10.1016/j.copbio.2010.08.011)
11\.
Gaedigk A, Jaime LKM, Bertino JS, Bérard A, Pratt VM, Bradfordand LD, Leeder JS. Identification of Novel CYP2D7-2D6 Hybrids: Non-Functional and Functional Variants. Front. Pharmacol.. 1 [https://doi.org/10.3389/fphar.2010.00121](https://doi.org/10.3389/fphar.2010.00121)
12\.
?erý O, Janoutová J, Ewerlingová L, Hálová A, Lochman J, Janout V, Khan NA, Balcar VJ. 2017. CD36 gene polymorphism is associated with Alzheimer's disease. Biochimie. 13546-53. [https://doi.org/10.1016/j.biochi.2017.01.009](https://doi.org/10.1016/j.biochi.2017.01.009)
13\.
Hayano T, Garg M, Yin D, Sudo M, Kawamata N, Shi S, Chien W, Ding L, Leong G, Mori S, et al. 2013. SOX7 is down-regulated in lung cancer. J Exp Clin Cancer Res. 32(1):17. [https://doi.org/10.1186/1756-9966-32-17](https://doi.org/10.1186/1756-9966-32-17)
14\.
Turner NJ. 2003. Directed evolution of enzymes for applied biocatalysis. Trends in Biotechnology. 21(11):474-478. [https://doi.org/10.1016/j.tibtech.2003.09.001](https://doi.org/10.1016/j.tibtech.2003.09.001)
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