Difference between revisions of "A Simple Method for Highly Evolved Enzymes"

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(The Experiment)
(Disadvantages of the Method)
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==Disadvantages of the Method==
 
==Disadvantages of the Method==
  
The first major disadvantage of this technique is that it requires the use of auxotrophic organisms to create selective pressure for improvement of the protein of interest. While auxotrophic prokaryotes might be easy to engineer and work with, this job would be much more difficult with eukaryotes that contain many enzymes and proteins of interest to synthetic biology, like plants. In addition, the protein of interest itself must be essential to the life of the organism, which may not be the case with completely novel proteins engineered through synthetic biology.
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# The technique requires the use of auxotropihc organisms to produce the selected pressure required to drive the improvement in the protein of interest.
 
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# The protein of interest must be essential to the life of the organism which may not be the case with completely novel proteins engineered through synthetic biology.
Requires knowledge of gene to function
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# The method requires the knowledge of gene function, which often is not the case.
 
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# This method generates a large number false positives due to some ''E. coli'' receiving two or more copies of the expression plasmid.
In addition, the researchers reported a high number of false positives E. coli cells which had received two or more copies of the heEcCM expression plasmid – when concentrations of tetracycline to induce hEcCM gene were too low.
 

Revision as of 07:21, 6 December 2007

Background

Researchers Neunschwander et al. had been working with the enzyme chorismate mutase (EcCM), which is responsible for converting the metabolic intermediate chorismate to prephanate. The researchers wanted to introduce a “five-amino-acid hinge loop” in one of the enzyme’s helixes. However, this insertion drastically affected the enzyme’s capacity to catalyze the chorismate to prephanate reaction (Fig. 1).

Goals

The team hoped to utilize directed evolution to restore enzymatic activity to the new form of the enzyme, hEcCM.

The Experiment

Problems with Directed Evolution

A mutant library of the hEcCM gene was generated using error-prone PCR and DNA shuffling and selection was run in vivo in E. coli auxotrophic for chorismate mutase. However, the hEcCM enzyme produced using this protocol, tEcCM, did not have an increase in enzymatic activity (Fig. 1).


Efficient enzyme data2.jpg

(Neunschwander et al., 2007 - Permission Pending)

Figure 1 - Quantification of the catalytic activity of the wild-type chorismate mutase enzyme (EcCM), chorismate with the engineered helix-loop (hEcCM), the evolved enzyme after two rounds of directed evolution (tEcCM), and the evolved enzyme after directed evolution with "selectio" expression vector (EcCM-200/4 - see Fig. 2). Catalytic activity was determined by an in vitro enzyme specific assay.

Finding a Solution

The authors hypothesized that if they were able increase selective pressure for catalytic activity during the selection process, directed evolution would be much more effective at restoring the enzymatic activity of hEcCM.

To achieve their goal, the authors came up with the following solution: transform an auxtrophic strain of E. coli with an expression vector containing the hEcCM gene and devise a way to keep the enzyme at very low concentrations. Inefficient catalyst activity would result in lethality for the cell (a common selection scheme). Since the levels of the mutated hEcCM would be kept low, only the most efficient enzymes would survive through the selection scheme.

The researchers changed the expression of hEcCM in two ways to keep the enzyme at low concentrations. First, they inserted the hEcCM gene behind a Ptet promoter cassette, which allowed the team to control the cellular levels of the enzyme as a function of tetracycline concentration (Fig. 2). Secondly, they inserted an ssrA tag behind the enzyme, making the enzyme susceptible to degradation by the protease ClpXP (Fig. 2).

EFFICIENTENZYME.jpg

(Neuenschwander et al., 2007 - permission pending)

Figure 2 - The constructed expression vector used to evovle the hEcCM gene. The combination of tetracycline-induced expression and constant degradation by the protease ClpXP meant the hEcCM enzyme was kept at constant low levels during selection, which increased selective pressure for higher rates of activity in the enzyme.

Results

To test the effectiveness of this new method, they created a mutated library of the tEcCM gene using error-prone PCR and DNA shuffling and inserted these genes into this new expression vector. These plasmids were then transformed into the auxotrophic strain of E. coli and the organisms were subjected to a single round of directed evolution. The most efficient mutant of this experiment, EcCM-200/4, displayed a level of enzymatic activity comparable to the original wild-type chorismate mutase gene (Fig. 1).

Advantages of the Method

The method Neuenschwander et al. proved useful and restoring enzymating efficiency to their synthetically-engineered catalyst.

Modularity – change the concentration of the protein depending on the protein. Can easily swap out proteins on their plasmid.

This method appears to be very useful for improving individuals proteins.

Disadvantages of the Method

  1. The technique requires the use of auxotropihc organisms to produce the selected pressure required to drive the improvement in the protein of interest.
  2. The protein of interest must be essential to the life of the organism which may not be the case with completely novel proteins engineered through synthetic biology.
  3. The method requires the knowledge of gene function, which often is not the case.
  4. This method generates a large number false positives due to some E. coli receiving two or more copies of the expression plasmid.