Team:ETH Zurich/Model/Environment Sensing/system specifications

Definition of system specifications

GOAL

Determine the target specifications of our bacterial system regarding the detection levels and azurin production levels

In order to tune our bacteria so that it would behave correctly in vivo, we had to define precise, quantitative criteria that had to be met. This includes on the one hand the detection thresholds in term of bacterial cells density and lactate concentration for our AND gate, and on the other hand the azurin output level that could be reasonably obtained in the tumor from the lysis of our bacteria. As this later criterium is tightly related to the bacterial cells density that can be achieved in the tumor (the more bacterial, the more azurin is released), let us begin with focusing on bacterial cells density.

Bacterial cells density

Estimating a precise distribution of cells into the tumor is not straightforward, and we had to apply assumptions that appeared reasonable to us to be able to estimate a plausible quantitative repartition of bacteria in solid tumors.

  • Volume of E. coli = 1 µm3 [1]
  • Diameter of the tumor = 20 mm
  • Diameter of E. coli colonization shell area = 10 mm
  • Width of E. coli colonization shell area = 0.5 mm

The three last values where obtained from an estimation made from the microscopy images of mouse tumors presented in a paper studying E. coli Nissle colonization of tumors [2]. In addition to this data, we took into account the measured overall concentration of E. coli in the tumor, 1x109CFU.g-1 to deduce an estimated more precise distribution of the bacteria in the tumor. Considering that the bacteria colonize preferentially the "shell area" at the border between the necrotic area of the tumor and the alive tissue, the effective concentration of bacteria in this area can be inferred from a simple proportionality equation:

LaTeX

We could therefore infer the bacterial density present in the tumor: 5% of the volume is locally filled with bacteria, in a shell shape. As for other tissues, we take as a reference value a concentration of bacteria corresponding to the.

References

  1. ^ Bionumbers.org
  2. ^ Stritzker, Jochen, et al. "Tumor-specific colonization, tissue distribution, and gene induction by probiotic Escherichia coli Nissle 1917 in live mice." International journal of medical microbiology 297.3 (2007): 151-162.