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Stability changes upon mutation of solvent-accessible residues in proteins evaluated by database-derived potentials
Journal of Molecular Biology
|April 19, 1996
Summary
Predicting protein stability changes from single amino acid mutations is crucial. Potentials based on backbone torsion angles accurately estimate these changes for solvent-accessible residues, suggesting local interactions dominate protein surfaces.
Area of Science:
- Biophysics
- Protein Engineering
- Computational Biology
Background:
- Amino acid substitutions can alter protein stability, impacting function.
- Experimental measurement of folding free energy changes quantifies these stability alterations.
- Predicting stability changes is vital for protein design and understanding disease mechanisms.
Purpose of the Study:
- To evaluate effective potentials for predicting stability changes caused by single amino acid mutations.
- To assess the accuracy of different potential types for solvent-accessible residues.
- To identify key interactions governing protein stability at the surface.
Main Methods:
- Computed folding free energy changes using database-derived potentials for 106 mutations in barnase, T4 lysozyme, and other proteins.
- Compared computed values with experimentally measured folding free energy changes.
- Analyzed the influence of residue accessibility, backbone structure, and solvent ionic strength on prediction accuracy.
Main Results:
- Distance-dependent residue-residue potentials were inadequate due to dominance of hydrophobic interactions.
- Potentials based on backbone torsion angle propensities showed good correlation (R=0.87) with experimental data for 96 mutations.
- Excluding mutations affecting backbone structure or involving atypical hydrophobic interactions improved correlation.
- Increased ionic strength enhanced correlation by masking electrostatic interactions.
- Overall correlation of R=0.86 for 135 out of 150 mutations across multiple proteins.
Conclusions:
- Backbone torsion angle potentials effectively predict stability changes for solvent-accessible mutations.
- Local interactions along the protein chain are dominant at the protein surface.
- The approximations used in deriving backbone torsion potentials are adequate for this prediction task.