Table 3.
ε-value | Modulated enzymes | Optimal objective value | |||
---|---|---|---|---|---|
1 | 1.271 | 1.081 | 1.560 | PK | 0.970 |
1.342 | 1.068 | 1.780 | G6PDH | 0.975 | |
2 | 1.248 | 1.518 | 1.652 | G6PDH, SERS | 0.846 |
1.211 | 1.409 | 1.456 | PK, SERS | 0.878† | |
1.778 | 1.106 | 2.185 | PK, G6PDH | 0.969 | |
3 | 1.578 | 1.860 | 2.027 | G6PDH, PK, SERS | 0.782 |
1.388 | 1.730 | 1.872 | G6PDH, SERS, RPPK | 0.814† | |
4 | 1.801 | 1.973 | 2.225 | G6PDH, PK, SERS, RPPK | 0.778 |
1.492 | 1.934 | 2.175 | G6PDH, PK, SERS, DAHPS | 0.787† | |
5 | 1.597 | 2.258 | 2.467 | G6PDH, PK, SERS, RPPK, DAHPS | 0.763 |
1.958 | 2.134 | 2.322 | G6PDH, PK, SERS, RPPK, SYN1 | 0.786 |
The optimal enzymatic modulation to maximize aromatic amino acid, serine, and oxaloacetate synthesis rates simultaneously by E. coli without considering cell viability constraints. and are set to 0.2. and are set to 5.0. The superscript * means optimal solution, † denotes that the solution is not a Pareto solution, and ε is the number of allowed manipulated genes.