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A model of filtration and solute<br />

transport across the<br />

Blood-Brain Barrier<br />

Laura Facchini Alberto Bellin Eleuterio F. Toro<br />

Mathematics<br />

Civil and Environmental Engineering Civil and Environmental Engineering<br />

University of Trento (Italy)<br />

University of Trento (Italy)<br />

University of Trento (Italy)<br />

laura.facchini@unitn.it alberto.bellin@unitn.it toro@ing.unitn.it<br />

PURPOSE<br />

Altered venous hemodynamics affects the transport<br />

properties of vessel walls [1], creating microbleed,<br />

perivenular iron stores and hypoxia.<br />

In the present study, we propose a simple<br />

mathematical model for water and solute transport<br />

across vessel wall.<br />

With the help of suitable analytical and numerical<br />

solutions of this model, we investigate<br />

the effect of a blood pressure increase on both<br />

water flow and molecule transport across the<br />

Blood-Brain Barrier (BBB).<br />

1 INTRODUCTION<br />

In a typical (peripheral) microvessel, the lumen<br />

side of the endothelial cells composing the vessel<br />

wall is covered by the glycocalyx, a thin<br />

membrane which is believed to exert a sieving<br />

effect on macromolecules.<br />

Figure 1. Structure of a peripheral blood vessel [modified from<br />

http://www.hubrecht.eu/research/dekoning/research.html].<br />

Since the BBB has the role of protecting the<br />

Central Nervous System (CNS) from the neurotoxic<br />

substances contained in the blood, while<br />

nourishing the surrounding brain tissue, it must<br />

be highly selective. Indeed, the clefts separating<br />

adjacent endothelial cells of the BBB are<br />

partially closed by the tight junctions. Furthermore,<br />

the microvessels of the CNS are protected<br />

externally by the basement membrane<br />

and by the astrocyte feet and the pericytes.<br />

Figure 2. BBB anatomical structure.<br />

Under normal conditions, while macromolecules<br />

cross the BBB through transcellular<br />

pathways [2], water and small hydrophilic solutes<br />

follow paracellular pathways through the<br />

clefts separating adjacent endothelial cells [3].<br />

Figure 3. Paracellular and transcellular transport.<br />

The breakdown of the BBB with the associated<br />

increase of vessel permeability has been observed<br />

in traumatic head injury [4], Alzheimer’s<br />

disease [5] and it has recently been hypothesised<br />

in Multiple Sclerosis ([6], [7]).<br />

2 MATERIALS and METHODS<br />

From the conservation of water and solute mass<br />

in the steady-state case (following [8]) and after<br />

simplifications, we derive the following nonlinear<br />

system of ordinary differential equations<br />

{ (p ′ + rp ′′ ) − σ(π ′ + rπ ′′ )=0,<br />

Aπ(π ′ + rπ ′′ )+rπ ′ (Bπ ′ + Cp ′ (1)<br />

)=0.<br />

Here<br />

• r is the distance from the vessel axis,<br />

• p = p(r) is the hydrostatic pressure,<br />

• π = π(r) is the osmotic pressure,<br />

• σ is the reflection coefficient of the wall,<br />

• A = l p σ 2 −l d , B = l p σ−l d and C = l p (σ−1)<br />

are physiological parameters,<br />

• l p is a permeability coefficient,<br />

• l d is a diffusion coefficient.<br />

Then we calculate<br />

P (r) =p(r) − σπ(r), (2)<br />

q v (r) =−l p [p ′ (r) − σπ ′ (r)], (3)<br />

q s (r) = π(r)<br />

ϕRT [Bπ′ (r)+Cp ′ (r)] , (4)<br />

where<br />

• P (r) is the net pressure,<br />

• q v (r) and q s (r) are the volume and solute<br />

fluxes per unit length of the vessel,<br />

• ϕ is the Stokes radius,<br />

• R is the gas constant,<br />

• T is the absolute temperature.<br />

Now, using the model, we investigate the effect<br />

of an increase of blood pressure p c on both water<br />

flow and molecule transport across the BBB.<br />

Anatomical parameters are obtained from published<br />

studies on electron microscopy observations<br />

of animal brain or mesenteric vessels.<br />

3 RESULT<br />

Figures 4 to 6 show our results in graphical<br />

form.<br />

Figure 4. Volume flux per unit length of the vessel with respect<br />

to the blood pressure p c, with typical venular values of σ and l p<br />

(solid curve), and altered values of σ and l p (dashed curve) simulating<br />

the glycocalyx/BBB breakdown.<br />

Figure 5. Solute flux per unit length of the vessel with respect<br />

to the blood pressure p c, with typical venular values of σ and l p<br />

(solid curve), and altered values of σ and l p (dashed curve) simulating<br />

the glycocalyx/BBB breakdown.<br />

Figure 6. Osmotic (π), hydrostatic (p) and net (P ) pressures<br />

across the vessel wall, with typical values of venular blood pressure<br />

p c (solid curves) and altered values (discontinuous curves),<br />

in both cases of lower and higher than normal blood pressure.<br />

4 CONCLUSIONS<br />

• Blood pressure increase (hypertension)<br />

causes an increase in the volume and solute<br />

fluxes per unit length across the vessel wall.<br />

• The glycocalyx (and thus BBB) breakdown<br />

gives rise to an increase in both fluxes.<br />

• We have depicted the osmotic, hydrostatic and<br />

net pressures across the vessel wall.<br />

• These are very preliminary results and there<br />

is some work on more sophisticated model.<br />

References<br />

[1] Singh A. V. & Zamboni P., J. Cereb. Blood Flow Metab. 29(12), 1867-1878 (2009).<br />

[2] Pardridge W. M., Molecular Biotechnology 30(1), 57-69 (2005).<br />

[3] Hawkins B. T. & Davis T. P., Pharmacological Reviews 57(2), 173-185 (2005).<br />

[4] Fukuda K. et al., Journal of Neurotrauma 12(3), 315-324 (1995).<br />

[5] Farkas E. & Luiten P. G. M., Progress in Neurobiology 64(6), 575-611 (2001).<br />

[6] Zamboni P. et al., J. Vas. Med. 50(5), 1348-1358 (2009).<br />

[7] Tucker T. W., Med. Hypotheses 77(6), 1074-1078 (2011).<br />

[8] Katchalsky A. & Curran P.F., Harvard Univ. Press Cambridge MA (1965).

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