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What is one of the significant outcomes of protein engineering mentioned in the text?
What is one of the significant outcomes of protein engineering mentioned in the text?
How has protein engineering impacted the timescale for realizing dramatic improvements in enzymatic performance?
How has protein engineering impacted the timescale for realizing dramatic improvements in enzymatic performance?
What is an example of using biocatalysis as an important tool in chemical synthesis?
What is an example of using biocatalysis as an important tool in chemical synthesis?
How did Codexis improve the activity and stability of the ketoreductase (KRED) mentioned in the text?
How did Codexis improve the activity and stability of the ketoreductase (KRED) mentioned in the text?
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What was the initial issue with the enzyme activities mentioned in the text?
What was the initial issue with the enzyme activities mentioned in the text?
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How does protein engineering compare to natural evolution in terms of timescale mentioned in the text?
How does protein engineering compare to natural evolution in terms of timescale mentioned in the text?
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What is a decisive weakness of biocatalysts?
What is a decisive weakness of biocatalysts?
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What was introduced by Smith and coworkers in 1985 as a method of rational design?
What was introduced by Smith and coworkers in 1985 as a method of rational design?
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What is the drawback of SDM as a method of rational design?
What is the drawback of SDM as a method of rational design?
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What is the reason for the progress of biocatalysis over the past decade?
What is the reason for the progress of biocatalysis over the past decade?
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What does directed evolution require for enzyme engineering?
What does directed evolution require for enzyme engineering?
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What is a major drawback associated with biocatalysts as a generally applicable technique?
What is a major drawback associated with biocatalysts as a generally applicable technique?
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What is one of the major challenges that remain before the advantages of biocatalysis can be fully harnessed?
What is one of the major challenges that remain before the advantages of biocatalysis can be fully harnessed?
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Why does changing 30-40 amino acids and screening tens of thousands of candidates require a large research team?
Why does changing 30-40 amino acids and screening tens of thousands of candidates require a large research team?
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What sets an upper limit to reaction rates in biocatalysis?
What sets an upper limit to reaction rates in biocatalysis?
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What does enzyme engineering assume about individual mutations?
What does enzyme engineering assume about individual mutations?
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What is highly desirable in designing new processes involving enzyme engineering?
What is highly desirable in designing new processes involving enzyme engineering?
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Why is it still unclear which strategies are the better ones in enzyme engineering?
Why is it still unclear which strategies are the better ones in enzyme engineering?
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What is a drawback of the computer-based design of new enzyme activities?
What is a drawback of the computer-based design of new enzyme activities?
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What is a challenge in predicting the outcome of additional mutations in protein engineering?
What is a challenge in predicting the outcome of additional mutations in protein engineering?
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Why are the designed enzymes for catalyzing reactions not found in nature not practical for use?
Why are the designed enzymes for catalyzing reactions not found in nature not practical for use?
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What is a limitation of the current computer-based design of enzymes?
What is a limitation of the current computer-based design of enzymes?
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What is a result of recent advances in protein engineering?
What is a result of recent advances in protein engineering?
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Why is better understanding of enzymatic catalysis dynamics said to be needed?
Why is better understanding of enzymatic catalysis dynamics said to be needed?
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What was the purpose of Frances Arnold's 1993 paper?
What was the purpose of Frances Arnold's 1993 paper?
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What did Stemmer report in 1994 as a complementary technique to errorprone PCR?
What did Stemmer report in 1994 as a complementary technique to errorprone PCR?
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What did Reetz demonstrate in 1997 as a potential use of similar strategies to directed evolution?
What did Reetz demonstrate in 1997 as a potential use of similar strategies to directed evolution?
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Why does directed evolution require high-throughput screening equipment?
Why does directed evolution require high-throughput screening equipment?
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What is the aim of semi-rational engineering, which gained momentum since 2005?
What is the aim of semi-rational engineering, which gained momentum since 2005?
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How can in silico analysis help in semi-rational engineering?
How can in silico analysis help in semi-rational engineering?
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What is the primary criterion used to gauge process-relevant activity of enzymes?
What is the primary criterion used to gauge process-relevant activity of enzymes?
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At what substrate concentration is the enzyme specificity (kcat/KM) misleading for most industrial applications?
At what substrate concentration is the enzyme specificity (kcat/KM) misleading for most industrial applications?
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What is the measure of binding affinity of the substrate to the enzyme in the Michaelis-Menten equation?
What is the measure of binding affinity of the substrate to the enzyme in the Michaelis-Menten equation?
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What is the maximum number of possible combinations for protein sequences?
What is the maximum number of possible combinations for protein sequences?
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Which class of macromolecules consists of a linear chain of 20 different types of amino acids?
Which class of macromolecules consists of a linear chain of 20 different types of amino acids?
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What is the range of amino acid residues in the monomers of enzymes mentioned in the text?
What is the range of amino acid residues in the monomers of enzymes mentioned in the text?
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What is a decisive weakness of biocatalysts?
What is a decisive weakness of biocatalysts?
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What was the arguably most important reason for the progress of biocatalysis over the past decade?
What was the arguably most important reason for the progress of biocatalysis over the past decade?
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What does rational design by site-directed mutagenesis (SDM) involve?
What does rational design by site-directed mutagenesis (SDM) involve?
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What does directed evolution require for enzyme engineering?
What does directed evolution require for enzyme engineering?
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What is a major drawback of the computer-based design of new enzyme activities?
What is a major drawback of the computer-based design of new enzyme activities?
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What sets an upper limit to reaction rates in biocatalysis?
What sets an upper limit to reaction rates in biocatalysis?
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Why does protein engineering still require testing 10–20 predictions for new enzyme activities?
Why does protein engineering still require testing 10–20 predictions for new enzyme activities?
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What is a significant drawback associated with biocatalysts as a generally applicable technique?
What is a significant drawback associated with biocatalysts as a generally applicable technique?
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What is one of the most important reasons for the progress of biocatalysis over the past decade?
What is one of the most important reasons for the progress of biocatalysis over the past decade?
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What does rational design by site-directed mutagenesis (SDM) involve?
What does rational design by site-directed mutagenesis (SDM) involve?
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What is a drawback of directed evolution as a method for enzyme engineering?
What is a drawback of directed evolution as a method for enzyme engineering?
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What is the result of the engineered enzymes' changes in properties mentioned in the text?
What is the result of the engineered enzymes' changes in properties mentioned in the text?
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What is a particularly noteworthy example of biocatalysis mentioned in the text?
What is a particularly noteworthy example of biocatalysis mentioned in the text?
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What is a significant impact of protein engineering according to the text?
What is a significant impact of protein engineering according to the text?
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Study Notes
Protein Engineering Outcomes
- One significant outcome of protein engineering is the dramatic improvement in enzymatic performance.
- Protein engineering has impacted the timescale for realizing dramatic improvements in enzymatic performance, allowing for improvements in a matter of years, compared to millions of years in natural evolution.
Biocatalysis in Chemical Synthesis
- Biocatalysis is an important tool in chemical synthesis, with an example being the use of ketoreductase (KRED) for the production of chemicals.
Improving Enzyme Activity and Stability
- Codexis improved the activity and stability of the ketoreductase (KRED) by using protein engineering techniques.
- The initial issue with the enzyme activities was that they were not suitable for industrial applications.
Comparison to Natural Evolution
- Protein engineering is significantly faster than natural evolution, with improvements achieved in years, compared to millions of years.
Biocatalysts Weakness
- A decisive weakness of biocatalysts is their limited applicability and scalability.
Rational Design
- Smith and coworkers introduced site-directed mutagenesis (SDM) as a method of rational design in 1985.
- The drawback of SDM is that it requires a large research team and significant resources.
Directed Evolution
- Directed evolution requires high-throughput screening equipment and testing of tens of thousands of candidates.
- A major drawback of directed evolution is the requirement for large research teams and significant resources.
Progress of Biocatalysis
- The reason for the progress of biocatalysis over the past decade is the development of protein engineering techniques.
- A major challenge that remains before the advantages of biocatalysis can be fully harnessed is the need for better understanding of enzymatic catalysis dynamics.
Enzyme Engineering
- Directed evolution requires a large research team and significant resources.
- Enzyme engineering assumes that individual mutations will have a predictable effect on enzyme activity.
- Highly desirable in designing new processes involving enzyme engineering is the ability to predict the outcome of additional mutations.
Limitations of Computer-Based Design
- A limitation of the current computer-based design of enzymes is that it requires testing 10–20 predictions for new enzyme activities.
- A drawback of the computer-based design of new enzyme activities is that it is not always effective.
Semi-Rational Engineering
- The aim of semi-rational engineering, which gained momentum since 2005, is to design new enzymes with improved activity and stability.
- In silico analysis can help in semi-rational engineering by predicting the outcome of additional mutations.
Enzyme Activity
- The primary criterion used to gauge process-relevant activity of enzymes is the Michaelis-Menten equation.
- The measure of binding affinity of the substrate to the enzyme in the Michaelis-Menten equation is KM.
Proteins
- Proteins consist of a linear chain of 20 different types of amino acids.
- The range of amino acid residues in the monomers of enzymes is 50-100.
- The maximum number of possible combinations for protein sequences is 20^100.
Impact of Protein Engineering
- A significant impact of protein engineering is the ability to design new enzymes with improved activity and stability.
- A particularly noteworthy example of biocatalysis is the use of ketoreductase (KRED) for the production of chemicals.
- The result of the engineered enzymes' changes in properties is the improvement in enzymatic performance.
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Description
Test your knowledge of protein engineering techniques, including methods for identifying cooperative effects, predicting additive mutations, and computer-based design of new enzyme activities. Learn about the challenges and limitations in protein engineering.