BeMAX |
Carrying capacity for the Be population; |
5×1011 Be |
Estimated; (Hanna, 1999) reports that bacterial levels in the blood can reach as high as 108/ml. We assume a (0–1) mL volume for a mediastinal lymph node and approximately 20–50 mediastinal lymph nodes (MLN) (Dietrich, 1998; Schmidt, 2007), giving a range of (0–50) mL for total MLN volume. Using Hanna’s number and 50 mL volume, this gives 5×109 bacteria total and we assume that greater numbers of bacteria can pack into the lymph node tissues than in the blood and thus increase this number to 5×1011
|
ct1, ct2,ct3 |
Controls the effectiveness of the anthrax toxins, TA, to inhibit neutrophil processes (phagocytosis/killing, recruitment and chemotaxis) |
1 TA-units |
Estimated; The inhibition is at 50% when the anthrax toxin reaches its maximum level of 1 TA-unit; |
ctb |
Saturation of the production of anthrax toxin by bacteria |
1000 Be |
Estimated; |
C |
Ciprofloxacin antibiotic treatment amount |
0.675 |
Estimated such that its effects on bacteria would not be negligible nor unrealistically successful in all scenarios |
D |
Doxycycline antibiotic treatment amount |
1.23 |
Estimated such that its effects on bacteria would not be negligible nor unrealistically successful in all scenarios |
k1 |
Rate of apoptosis of resident immune cells in MLN after interaction with Be (i.e. via intracellular anthrax toxin, not specifically modeled) |
10−5 /Be per hr |
Estimated; (DeLeo, 2004) |
k2 |
Rate at which resident lung cells (which we call host cells), H, phagocytose anthrax spores |
10−10/H per hr |
Estimated; when all the spores are taken up, there should be S/ns # of infected host cells. k2 determines how quickly/slowly that happens. that k2=10–10 has all spores taken up by resident lung cells around 10 hours. |
k3 |
Rate at which spore-containing host cells migrate to MLN and release vegetative bacteria (which came about from the germinated spores inside the host cell – we assume that some intra-cellular growth has occurred) |
0.05/hr |
Estimated (Hanna, 1993; Hanna, 1998; Hanna, 1999; Shetron-Rama, 2010). This is computed from simulations such that all infected host cells are gone from the lung compartment by 4 days, for initial spore counts ≤ 2×104. (See paper for more details.) |
k4 |
Rate of production of anthrax toxins by bacteria |
2 TA-units per hr |
Estimated; |
k5 |
Growth rate of extracellular bacteria, Be
|
0.8/hr |
Doubling time =0.78 hour → growth rate of 0.88865/hr (Kalns, 2002). We took the growth rate to be slightly smaller since under normal circumstances growth conditions are not ideal. |
k6 |
Rate at which resident immune cells in MLN kill Be
|
5×10−10/E per hr |
Estimated; Figure 9 in (Cote, 2006) implies there exists other mechanisms other than neutrophils that are involved in killing anthrax but that these are overwhelmed with larger initial spore counts. |
k8 |
Rate of phagocytosis and killing of Be by N |
6×10−10/N per hr |
Estimated; (Hampton, 1994) |
k9 |
Rate at which resting neutrophils are activated by Be
|
5×10−10/BeE per hr |
Estimated |
k10 |
Rate at which resting neutrophils are activated by already activated neutrophils |
1×10−5/N per hr |
Estimated |
N0 |
Source of resting neutrophils |
5500 N |
Estimated such that maximum neutrophil infiltration is not greater than 2.5×109. We assume that a maximum of 5×107 neutrophils can occupy a milliliter of volume. Assuming a volume of 50mL of lymph nodes (See explanation in BeMAX), gives a maximum neutrophil capacity of 2.5×109. |
nb |
Number of bacteria (on average) inside a host cell after migration of the cell to the MLN and after anthrax spores have germinated, become vegetative bacteria and grown intracellularly before lysing the cell. |
5 Be |
Estimated |
ns |
Number of spores (on average) phagocytosed by resident lung host cells |
3 S |
Estimated |
sA |
Source of resident lung host cells (like alveolar macrophages or dendritic cells, prior to phagocytosing spores) |
3×108 H/hr |
Previous work: Day, 2009
|
sE |
Source of resident immune cells in MLN |
1×108 E/hr |
Estimated |
μA |
Death rate of resident lung host cells (like alveolar macrophages or dendritic cell, prior to phagocytosing spores) |
0.05/hr |
Previous work: Day, 2009
|
μE |
Death rate of resident immune cells in MLN |
0.05/hr |
Estimated; based on μA; |
μN |
Death rate of primed neutrophils; |
0.06/hr |
Reynolds, 2006; Half-life 1–2 days (24–48 hours) → (0.01444, 0.02888)/hr- Wikipedia; We use a larger value to include other removal mechanisms of neutrophils (e.g. by macrophages) |
μTA |
Decay of anthrax toxins |
2/hr |
Estimated; Watson_2007 reports PA half-lives of 10–20 minutes → decay rates of (ln(2)/20)*60 to (ln(2)/10)*60 per hour → (2.07944, 4.15888) |