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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
Published on: July 14, 2015
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Multivariate sequence analysis reveals additional function impacting residues in the SDR superfamily.
Pratibha Tiwari1, Noopur Singh, Aparna Dixit
1School of Biotechnology, Jawaharlal Nehru University, New Delhi, 110 067, India.
Proteins
|July 24, 2014
Summary
Short chain dehydrogenases/reductases (SDRs) with similar structures have distinct functions. Key residues identified via principal component analysis (PCA) drive these functional differences, impacting enzyme activity.
Area of Science:
- Biochemistry
- Structural Biology
- Enzymology
Background:
- The short chain dehydrogenases/reductases (SDR) superfamily exhibits conserved tertiary structures despite diverse functions and sequences.
- Understanding the structural basis for functional divergence within SDRs is crucial for enzyme engineering and drug discovery.
Purpose of the Study:
- To identify residue positions critical for functional specificity within the SDR fold.
- To elucidate the mechanism by which specific residues influence enzyme activity and cofactor interactions.
Main Methods:
- Principal Component Analysis (PCA) applied to structurally aligned SDR families.
- Utilized information-theoretic measures: Jensen-Shannon divergence and average Shannon entropy.
- Site-directed mutagenesis of key residues in UDP-Galactose 4-epimerase.
- Molecular dynamics simulations to investigate reaction mechanisms.
Main Results:
- PCA classified SDR residue positions into six groups based on structural and informational properties.
- A specific group of residues, characterized by low Shannon entropy and high Jensen-Shannon divergence, was identified as crucial for functional identity.
- Mutagenesis of these residues in UDP-Galactose 4-epimerase led to the formation of abortive NADH complexes.
- Molecular dynamics simulations suggested a mechanism involving impaired NADH re-oxidation.
Conclusions:
- Specific residue positions within the SDR fold are key determinants of enzyme function.
- These identified residues modulate the enzyme's catalytic cycle, specifically affecting NADH re-oxidation and leading to non-productive complex formation.
- The study provides insights into structure-function relationships within the SDR superfamily.
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