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Team:Peking/Modeling/Luminesensor/Optimization
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<h3 id="title1">Parameter Analysis & Optimization</h3> | <h3 id="title1">Parameter Analysis & Optimization</h3> | ||
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| - | After modeling prototype <i>Luminesensor</i>, we attempted to optimize it in a rational way. We have tuned the parameters both up and down, one by one, and finally discovered four parameters which predominantly influence the performance of <i>Luminesensor< | + | After modeling prototype <i>Luminesensor</i>, we attempted to optimize it in a rational way. We have tuned the parameters both up and down, one by one, and finally discovered four parameters which predominantly influence the performance of <i>Luminesensor</i>. |
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<table style="width:600px;"><tr> | <table style="width:600px;"><tr> | ||
Revision as of 16:16, 26 September 2012
Parameter Analysis & Optimization
After modeling prototype Luminesensor, we attempted to optimize it in a rational way. We have tuned the parameters both up and down, one by one, and finally discovered four parameters which predominantly influence the performance of Luminesensor.
| Function | Parameter | Description | Remark |
| Reduce responsing time | k1 | Vivid lighting decay rate constant | Mainly on process from Light to Dark |
| k3 | rate constant of monomer LexA releasing from specific binding site | ||
| Enhance contrast | K2 | Vivid association equilibrium constant | More dimerization provides more binding opportunity |
| K5 | dimered LexA binding equilibrium constant | More binding affinity |
Figure 5. Results of Parameter Analysis. "Up" means tuning the parameter up to 10 times. This figure implied that tuning up these parameters can optimize the Luminesensor.
Within the two parameters to enhance contrast, K2 (vivid association equilibrium constant) is related to the association of Vivid protein and K5 (dimerized LexA binding equilibrium constant) is related to the cooperative binding to DNA.
Figure 6. Molecular modeling of mutation I74V, for gaining a faster Luminesensor. We could see that I74V is in the vicinity of Cys108, in order to enhance k1 (vivid decay rate constant).
Figure 7. Molecular modeling of mutation M135I, for gaining a larger contrast (on/off ratio). We could see that M135I is in vivid dimerization domain, in order to increase K2 (vivid association equilibrium constant).
By searching the data of mutant vivid protein in literature, we finally focused on these mutants: M135I in vivid dimerization domain to enhance K2 (vivid association equilibrium constant) and I74V of amino acids surrounding Cys108 to enhance k1 (vivid decay rate constant)[1]. The experimental results verified our prediction (See Characterization).
Figure 8. Experiment result: Effects of introduced mutations on the contrast (on/off ratio) of Luminesensor. We can see that the mutation on M135 obviously improves the contrast (on/off ratio) of Luminesensor, which validate our modeling prediction.
We also chose LexA408, the mutant of LexA, in order to increase K5 (dimered LexA binding equilibrium constant)[2], even though our main reason for choosing LexA408 over the wild-type LexA is due to the bio-orthogonality.
Figure 9. A molecular structure of N-terminal domain of LexA protein. The arrow points to the position of residue 40, 41 and 42. In LexA408 protein, three point mutations P40A, N41S and A42S are introduced into the N-terminal domain. These three mutations near the DNA binding surface of the protein will change its binding specificity. LexA408 will recognize a symmetrically altered sequence different from the one recognized by wild type LexA.
Reference
- 1. Zoltowski, B.D., Vaccaro, B., and Crane, B.R. (2009). Mechanism-based tuning of a LOV domain photoreceptor. Nat. Chem. Biol. 5: 827: 834
- 2. Dmitrova, M., Younes-Cauet, G., Oertel-Buchheit, P., Porte, D., Schnarr, M., Granger-Schnarr, M.(1998) A new LexA-based genetic system for monitoring and analyzing protein heterodimerization in Escherichia coli. Mol. Gen. Genet., 257: 205: 212
