Name
Title | ||
|---|---|---|
Efficient In Silico Saturation Mutagenesis Of A Member Of The Caspase Protease Family |
Abstract | ||
|---|---|---|
Rational-design methods have proven to be a valuable toolkit in the field of protein design. Numerical approaches such as free-energy calculations or QM/MM methods are fit to widen the understanding of a protein-sequence space but require large amounts of computational time and power. Here, we apply an efficient method for free-energy calculations that combines the one-step perturbation (OSP) with the third-power-fitting (TPF) approach. It is fit to calculate full free energies of binding from three different end states only. The nonpolar contribution to the free energies are calculated for a set of chosen amino acids from a single simulation of a judiciously chosen reference state. The electrostatic contributions, on the other hand, are predicted from simulations of the neutral and charged end states of the individual amino acids. We used this method to perform in silico saturation mutagenesis of two sites in human Caspase-2. We calculated relative binding free energies toward two different substrates that differ in their P1' site and in their affinity toward the unmutated protease. Although being approximate, our approach showed very good agreement upon validation against experimental data. 76% of the predicted relative free energies of amino acid mutations was found to be true positives or true negatives. We observed that this method is fit to discriminate amino acid mutations because the rate of false negatives is very low (<1.5%). The approach works better for a substrate with medium/low affinity with a Matthews correlation coefficient (MCC) of 0.63, whereas for a substrate with very low affinity, the MCC was 0.38. In all cases, the combined TPF + OSP approach outperformed the linear interaction energy method. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1021/acs.jcim.0c01216 | JOURNAL OF CHEMICAL INFORMATION AND MODELING |
DocType | Volume | Issue |
Journal | 61 | 3 |
ISSN | Citations | PageRank |
1549-9596 | 0 | 0.34 |
References | Authors | |
0 | 7 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Christoph Öhlknecht | 1 | 0 | 0.34 |
| Sonja Katz | 2 | 0 | 0.34 |
| Christina Kröß | 3 | 0 | 0.34 |
| Bernhard Sprenger | 4 | 0 | 0.34 |
| Petra Engele | 5 | 0 | 0.34 |
| Rainer Schneider | 6 | 0 | 0.34 |
| Chris Oostenbrink | 7 | 297 | 38.41 |