a simple physical model for flow in and around a cannula
TRANSCRIPT
1. What is “CED”?
by The Infusion Physics Study Group*
5-14-09
Getting large molecules into the brain:
The brain is naturally protected from harmful agents by the blood-brain barrier (BBB), a
cellular barrier that selectively controls the movement of molecules between the circulating
blood and the neuronal tissue. It allows the movement of substances essential to metabolic
function but restricts the passage of large molecules (proteins and microorganisms). This
capacity to block the entrance of large molecules has impeded progress in developing
effective drugs for many years.
A way around the BBB is by direct intracerebral infusion, an invasive method. A cannula (or
hollow needle) is inserted into the brain through an opening created in the skull (burr hole)
until its tip reaches the vicinity of where the treatment is needed. Then, a solution containing
the drug is infused through the cannula.
Distributing the substance in the brain:
Once the solution is in the brain, it needs to be distributed throughout the intended target.
There are two mechanisms for dispersion: diffusion and convection.
Diffusion is the process in which the drug molecules move from regions of high concentration,
as prevails immediately at the cannula opening, to regions of lower concentration. Through
spontaneous motion diffusion is very slow at temperatures tolerable for living tissue. As
represented in Figure 1, it produces a concentration profile that drops off very rapidly and
results in limited spreading of the drug.
As an alternative to diffusion, NIH researchers proposed to use the pressure built-up in the
cannula to force the solution containing the drug through the free spaces that exist in the
surrounding tissue1. In this method, the solution spreads further with a more homogenous
concentration of the drug, as shown in Figure 2. This method was named “Convection
Enhanced Delivery” (CED).
Experience with pressure-driven infusion:
A typical method to study the dynamics of infusion is to inject a colored solution into a
medium that has some of the characteristics of brain tissue. Agarose gel is widely used for this
purpose. As it is transparent, the distribution of a colored solution can be observed with the
naked eye.2
A detailed description of the experimental methods we used can be found in a
companion report, “Factors Affecting Drug Distribution Through Infusion.”
Figure 3A shows an example of ideal convection enhanced delivery in a gel model: a
spherical distribution of the colored solution. As the infusion proceeds, the sphere grows.
However, instead of spreading evenly in all directions, the infusate frequently moves up along
the outer surface of the cannula. This type of flow, illustrated in Figure 3B, is called
backflow.
Both phenomena (spherical distribution or backflow) also occur in vivo. They can be
visualized in “real time” by infusing a solution containing a contrast agent, such as
gadolinium, while performing high resolution Magnetic Resonance Imaging (MRI) 3 A
description of the experimental methods we used can be found in the companion report
mentioned above.
Figure 4A shows a coronal MRI view of a brain region with a predominantly spherical
distribution of infusate in the putamen nucleus, a gray matter area of the brain often targeted
to treat Parkinson’s disease. Figure 4B shows a different case in which there is intense
backflow. As the flow moves up along the outside of the cannula, it may reach the corpus
callosum. This is highly undesirable as the corpus callosum will divert (leak) the infusate
away from the putamen.
The success of convection enhanced delivery by infusion depends on identifying a method
that gives:
maximum coverage of the target brain region,
in a reproducible manner,
without causing leakage.
Flow through the cannula:
The flow through the cannula and the flow from the cannula into the medium are described by
two laws of classical fluid dynamics. Poiseuille’s Law describes the flow through the
cannula, with the equation:
P = Q * L/KA
where P is the pressure difference applied over a cannula
L is the length of the cannula
A is the cross-sectional area of the cannula
Q is the flow rate
and K is called the hydraulic conductivity, a property of the
solution
Flow in the surrounding medium:
The flow of the infused solution in the medium, away from the tip of the cannula, is described
by D’Arcy’s Law, which says that the pressure that must prevail at the tip of the cannula is
proportional to the rate at which fluid is transported away from the tip, Q. The slope of
proportionality is related to the permeability of the surrounding material.
Figure 5 shows the pressure required to infuse a solution into water and into 0.6% agarose gel
for different flow rates. The infused solution and cannula length is the same in both cases, yet
the slope is steeper in the case of gel.
It appears that both the resistance of the cannula (and its design) and the resistance of the
surrounding medium (its permeability) are at work.
The pressure observed at a flow rate of 1 µL/min is shown for different gels, and also for dead
and living tissue in Table 1. As expected, denser gels – which have fewer pores and
consequently lower permeability – provide a higher resistance to flow, requiring higher
pressure.
Magnetic Resonance Imaging (MRI) measures distribution in tissue:
MRI can be used to evaluate drug infusion by measuring the distribution of the drug relative
to the desired target brain structure. For Parkinson’s disease, the target brain structure is
usually the putamen. The drug is made visible in MRI by adding a contrast agent to the
solution such as Gadolinium that appears bright in the image.
MRI gives three parameters necessary to quantify the infusion:
Vd: The distribution volume
The pressure at the tip of the cannula pushes the injected solution (volume Vi ) into the free
spaces in the medium. Because these spaces make up only a part of the total volume of the
medium, the infusate will occupy a larger volume than Vi of the surrounding medium. The
volume occupied is called the distribution volume, Vd.
Vput: Distribution volume within the putamen
The distribution volume of drug within the putamen is calculated by measuring the region of
Gadolinium enhancement after infusion within the boundary of the putamen. Ideally, Vput will
be as close as possible to Vd. If Vput is smaller than Vd some infusate presumably escaped.
%put: Portion of putamen covered by infusate
The third parameter calculated from the MRI is the percentage of the putamen that is covered
by the infusate. It is calculated by dividing the volume of infusate in the putamen (Vput) by the
total volume of the putamen. %put needs to be high enough for biologial effectiveness.
A successful infusion is shown in Figure 6. The concentration of the infusate around the
cannula tip follows an approximately spherical distribution (red is the highest, violet is the
lowest). The parameters of this infusion, Vi = 95 µL, Vd = 569 µL, and consequently Vd/Vi =
5.9, suggest that the interstitial volume is about 15% of the tissue volume. 4
Near the catheter,
the concentration is higher. This likely indicates that the pressure of the infusion has
expanded the extracellular space locally. The ratio, Vput/Vd, is 0.47, suggesting that almost
half of the infusate ended up within the desired region. We achieved coverage of 49% of the
total putamen volume. At the outer edges of the infusion, the concentration drops to low
levels, probably due to the effect of diffusion.
Does infusion work in humans as expected?
In Parkinson’s Disease, infusions are intended to deliver drugs, such as growth factors, to the
main areas affected by the disease. As we mentioned before, the putamen is a preferred target.
Interspecies differences in the sizes of the brain regions can be significant and require
different methods of infusion for optimal delivery. Figure 7 shows the volume of the
putamen for rats, non human and human primates7
The large size of the human putamen relative to animal models makes it harder to achieve
uniform coverage of the entire putamen in humans than in animal models. The inadequacy of
infusion methods in human applications was illustrated in an analysis of clinical trials testing
the effects of Glial Derived Neurotrophic Factor (GDNF). 5 Replicating the infusion
conditions in animal models suggested that the growth factor delivery in a key clinical trial
may have reached less than 10% of a human putamen.6
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Next – a look at details of infusion methods.
*The Infusion Physics Study Group:
Research Contributor
Senior investigators and in
vivo/ex vivo experiments Dr. Krystof Bankiewicz, University of
California at San Francisco
Dr. Marina E. Emborg, University of
Wisconsin, Madison
Fluid physics Dr. Raghu Ragavan, Therataxis
Dr. Martin Brady, Therataxis
Simulations/engineering Chris Ross, Engineering Resources
Group, Inc.
MRI physics Dr. Andrew Alexander, University of
Wisconsin, Madison
Dr. Tracy McKnight, University of
California at San Francisco
Technical contributors
(in alphabetical order) Janine Beyer, University of California at
San Francisco
John Bringas, University of California at
San Francisco
Dr. Kevin Brunner, University of
Wisconsin, Madison
Michael Dobbert, University of
Wisconsin, Madison
Ronald Fisher, University of Wisconsin,
Madison
Valerie Joers, University of Wisconsin,
Madison
Philip Pivirotto, University of California
at San Francisco
James J. Raschke, University of
Wisconsin, Madison
Dr. Dali Yin, University of California at
San Francisco
Elizabeth Zakszewski, University of
Wisconsin, Madison
Project management Ken Kubota, Kinetics Foundation
Tom Dunlap, Kinetics Foundation
References:
1. A good summary of early work can be found in “Convection-enhanced delivery of
macromolecules in the brain”, R. Hunt Bobo, Douglas W. Laske, Aytac Akbasak, Paul F.
Morrison, Robert L. Dedrick, and Edward H. Oldfield, Proc. Natl. Acad. Sci. USA, Vol. 91,
pp. 2076-2080, 1994
More recent work is summarized, with application to brain tumors, in “Convection-enhanced
delivery of nanocarriers for the treatment of brain tumors”, Emilie Allard, Catherine Passirani,
Jean-Pierre Benoit, Biomaterials, Vol. 30, pp. 2302-2318, 2009
2. A thorough study using gels can be found in “A realistic brain tissue phantom for
intraparenchymal infusion studies”, Zhi-Jian Chen, George T. Gillies, William C. Broaddus,
Sujit S. Prabhu, Helen Fillmore, Ryan M. Mitchell, Frank D. Corwin and Panos P. Fatouros,
J. Neurosurg, 101: 314-322, 2004
3. For an early review of this technique, please see “Real-time Imaging and Quantification of
Brain Delivery of Liposomes”, Michal T. Krauze, John Forsayeth, John W. Park, and Krystof
S. Bankiewicz, Pharmaceutical Research, pp. 1-12, 2006
4. This is of the same magnitude as observed using a different experimental technique. See
“Diffusion in Brain Extracellular Space”, Eva Sykova and Charles Nicholson, Physiol. , Rev
88, pp. 277-1340, 2007
5. An overview of all these trials can be found in “Crossroads in GDNF Therapy for
Parkinson’s Disease”, Todd B. Sherer, PhD, Brian K. Fiske, PhD, Clive N. Svendsen, PhD,
Anthony E. Lang, MD, FRCP, and J. William Langston, MD, Movement Disorders, Vol 21,
No. 2, pp. 136-141, 2006
A good summary of the different clinical trials from the point of view of infusion can be
found in “Convective delivery of glial cell line-derived neurotrophic factor in the human
putamen”, Paul E. Morrison, PhD, Russell R. Lonser, MD, and Edward H. Oldfield, MD, J.
Neurosurg., Vol. 107, pp. 74-83, 2007
6. “Point source concentration of GDNF may explain failure of phase II clinical trial”,
Michael F. Salvatore, Yi Ai, Brent Fischer, Amanda M. Zhang, Richard C. Grondin, Zhiming
Zhang, Greg A. Gerhardt, Don M. Gash, Experimental Neurology, 2006
7. “The Human Brain in Figures and Tables, A Quantitative Book,” Samuil M. Blinkov and
Il’ya I. Gezer, Basic Books, Inc, Publishers Plenum Press, Table 135, 1968.
Cannula
1-2 mm
Concentration
Distance from cannula0
Figure 1 Sketch of the concentration distribution of a drug spread by diffusion
from the point where it is introduced.
Figure 2 Sketch of the concentration distribution of a drug spread by flow from a pressurized
cannula. Note that the concentration remains constant from the point of
introduction out to the periphery of the distribution.
Cannula
Concentration
Figure 3a Ideal infusion into gel. The colored infusate is distributed spherically.
Time
Figure 3b Backflow: the infusate moves up along the outer surface of the cannula.
Figure 5 Pressure vs. Flow Rate for infusion into water and into 0.6% agarose gel. The
pressure is proportional to the flow rate. The infusate requires more pressure to
move into a medium with lower permeability.
Table 1 Infusing into tissues with lower permeability requires higher pressure to maintain
the same flow rate. For example, infusing into tissue requires higher pressure than
infusing into gel or water.
The flow rate in all cases is held constant at 1uL/min and the pressure is measured
in mmHg.
60.0Ex vivo liver
23.0Ex vivo brain
12.0In vivo brain
5.4Gel, 2.0
4.0Gel, 1.0
0.4Gel, 0.6
0.25Gel, 0.2
0.20Water
PressureMedium
Mode of
Distribution
Threshold
(mmol/l)
Vi
(µl)
Vd
(µl)
Vd/Vi Vd(put)
(µl)
Vd(put)/
Vd
Coverage
(%)
Diffusion +
Convection
0.05 95 569 6.0 269 0.47 49%
Convection 0.20 95 223 2.4 143 0.64 26%
Figure 6 Illustration of a successful in-vivo infusion into the putamen. The image on the left
displays the effects of both convection and diffusion with the concentration of infused
gadolinium in color over a co-registered T1-map. The image on the right depicts the
approximate area covered by convection alone. The scale at the far left shows the
concentration in mmol/liter, and as a percentage of the infused concentration.