Simulated Behavior of Our Whole System In-Silico
All our efforts converge here.
Final Conclusion
We fitted our parameters using experimental data and tuned our own hybrid promoter and integrated it into our 3D model to verify the behavior of our circuit in real-life conditions of tumor colonization.
.Results
We simulated both our hybrid promoters A and B to test the functioning of our sensing circuit in the real-life scenaario of tumor colonization and all different cases of dcell and Lactate.
Inference
Figures 1 and 2, show that both our promoters are FULLY ON in case of High dcell and High [Lac] conditions of tumor colonization - there is a difference in the time of start of switch ON between the promoters; promoter A switches ON earlier. From Figures 3 and 4, a comparison can be made between the Hybrid promoters A and B. The Promoter B helps achieves a higher steady state Azurin concentration but is less specific as compared to promoter A, as is clearly shown by the difference in steady state concentrations between the High dcell, High [Lac] and High dcell, Low [Lac] conditions for each promoter.
Conclusion
By choosing one promoter or the other, our bacterial system can adapt to the specific needs of the clinical application. For our case, as azurin as been shown to be rather specific towards tumor cells, we may want to go for the promoter B. However, if we were to implement a more potent and less specific cytotoxic agent, we would definitely choose the promoter A.