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Table 3 Rules and related experimental references for endothelial cell sprouting.

From: Elongation, proliferation & migration differentiate endothelial cell phenotypes and determine capillary sprouting

Rule

Logical or Mathematical Statement

Reference

Tip Cell Activation

[VEGF] > 0.5 ng/ml, and vacancy in environment surrounding the tip cell

[44]

VEGF gradient, global ∇VEGF

Variable.

-

 

Default gradient: [VEGF] (ng/ml) in each voxel is uniform, except within a restricted volume. Within this volume, it is randomly generated at the start of each model, and dependent on location.The probability distribution for [VEGF] at location X(i,j,k) is defined by:

 
 

ϕ ( [ VEGF ] j ) = { 1 2 π σ exp [ − ( [ VEGF ] j − [ VEGF ] mean , j 2 σ ) 2 ] MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=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@6533@

 
 

   • where gw/W2 < i < gw/W1    [ VEGF ] meanj = | j â‹… C 1 g h − C 2 | MathType@MTEF@5@5@+=feaagaart1ev2aaatCvAUfKttLearuWrP9MDH5MBPbIqV92AaeXatLxBI9gBaebbnrfifHhDYfgasaacPC6xNi=xH8viVGI8Gi=hEeeu0xXdbba9frFj0xb9qqpG0dXdb9aspeI8k8fiI+fsY=rqGqVepae9pg0db9vqaiVgFr0xfr=xfr=xc9adbaqaaeGaciGaaiaabeqaaeqabiWaaaGcbaGaei4waSLaeeOvayLaeeyrauKaee4raCKaeeOrayKaeiyxa01aaSbaaSqaaiabb2gaTjabbwgaLjabbggaHjabb6gaUjabbQgaQbqabaGccqGH9aqpdaabdaqaaiabbQgaQjabgwSixNqbaoaalaaabaGaee4qamKaeGymaedabaGaee4zaC2aaSbaaeaacqqGObaAaeqaaaaakiabgkHiTiabboeadjabikdaYaGaay5bSlaawIa7aaaa@49DB@

 
 

   • where j > gh/H1

 
 

   • where gl·L2 < k < gl·L1

 
 

   • σ = C3·[VEGF]mean,j

 

Unrestricted Tip Cell Migration Rate with VEGF, M tip

T1·[VEGF (in ng/ml)] + migNoVEGF μm/hr

[54, 56, 57, 96]

Cell Migration Rate without VEGF, migNoVEGF

Default: 6.2 μm/hr

[62, 97]

 

Physiological Range: 5–11 μm/hr1

 

Tip Cell Migration Rate as a Function of Extracellular Matrix Composition and VEGF, M tip

T2·[VEGF (in ng/ml)] + T3·K (fraction collagen content) + migNoVEGFMatrix μm/hr

[46, 57, 59, 62, 98]

Cell Migration Rate without VEGF and minimal/no Matrix, migNoVEGFMatrix

Default: 1.2 μm/hr

[52]

 

Physiological Range: 1.2–30 μm/hr (collagen IV, 2D to glass, 2D)

 

Stalk Cell Proliferation with VEGF, P stalk

% Cell Proliferation vs. Control = P1·[VEGF (in ng/ml)]+ proNoVEGF after 48 to 72 hours (approximate average = 60 hrs)

[10, 44, 57–59, 99, 100]

Initial Tip Cell Growth

If tip cell is < tipMin in length and no stalk cells are present, tip cell grows to tipMin in current timestep. Thereafter it follows default rules for migration, elongation and proliferation.

-

Tip Cell Proliferation and Dll4 +/- Effect on Tip Proliferation, P tip

For Dll4 +/+, tip cell proliferates at a rate of Pstalk with 3% probability

[10, 13, 69, 88]

 

For Dll4 +/-, tip cell proliferates at a rate of Pstalk with 8% probability

 

Tip Cell Division

If tip cell is > tipMax in length, tip cell divides into two cells. The leading cell remains a tip cell, while the cell adjacent to the stalk cells takes on the stalk cell phenotype and rules.

-

Dll4 +/- Effect on Tip Cell Formation

For Dll4+/-, maximum number of tip cells formed per existing capillary of 400 μm length is 2.

[13]

 

For Dll4+/+, maximum number of tip cells formed per existing capillary of 400 μm length is 1.

 

Dll4 +/- Effect on Branching

For Dll4+/-, branchCells = 0.4 and branchTipCells = 0.4. [VEGF] threshold for new tip cell does not need to be crossed. VEGF_branch = 0 ng/ml.

[13]

 

For Dll4+/+, branchCells = 0.2 and branchTipCells = 0. VEGF_branch = 0.5 ng/ml.

 

Persistence as a Function of [VEGF]

Weight for a cell's local search is biased in the direction of the global [VEGF] gradient.

[96] The effects of EGF (epithelial growth factor) on persistence was studied in this reference.

 

• When local [VEGF] gradients are equal in all directions, the weighing range explored: dirBias/denomBias·[VEGF], where dirBias = 0 to 10 in one direction, where there are eight restricted directions. See Figure 6.