A computational study is presented for the
transport of liquids and insoluble surfactant through the lung airways,
delivered from a source at the distal end of the trachea. Four distinct transport regimes are considered: 1)
the instilled bolus may create a liquid plug that occludes the large
airways but is forced peripherally during mechanical ventilation;
2) the bolus creates a deposited film on the airway walls, either from the liquid plug transport or from
direct coating, that drains under the influence of gravity through the
first few airway generations; 3) in
smaller airways, surfactant species form a surface layer that spreads
due to surface-tension gradients, i.e., Marangoni flows; and
4) the surfactant finally reaches
the alveolar compartment where it is cleared according to first-order
kinetics. The time required for a quasi-steady-state transport process
to evolve and for the subsequent delivery of the dose is predicted.
Following fairly rapid transients, on the order of seconds,
steady-state transport develops and is governed by the interaction of
Marangoni flow and alveolar kinetics. Total delivery time is ~24 h
for a typical first dose. Numerical solutions show that both transit
and delivery times are strongly influenced by the strength of the
preexisting surfactant and the geometric properties of the airway
network. Delivery times for follow-up doses can increase significantly
as the level of preexisting surfactant rises.
pulmonary surfactant; drug delivery; surfactant replacement
therapy; respiratory distress syndrome; Marangoni flow; airway liquid; surface tension dynamics; pulmonary fluid mechanics
 |
INTRODUCTION |
DIRECT INSTILLATION of a liquid bolus into the lung is
common to a number of pulmonary events and clinical treatments. For example, partial liquid ventilation, when using perfluorocarbon liquids, has been suggested for treating respiratory distress syndrome
(RDS) either in place of, or in conjunction with,
surfactant-replacement therapy (SRT) (20, 50, 72, 79). Perfluorocarbon
liquids have low surface tension and high oxygen and carbon dioxide
solubilities and have been shown to improve lung mechanics and gas
exchange. As another example, present investigations of gene therapy
for cystic fibrosis and
-1 antitrypsin deficiency utilize delivery of the vector (e.g., adenovirus, liposome) onto the airway epithelial cells by liquid bolus (4, 8, 10, 37). Liquid delivery has also been
recognized as a potential means to "piggyback" delivery of drugs
(e.g., during cardiopulmonary resuscitation) and unwanted environmental
toxins (22, 44, 49). Introduction of liquids into the lung also occurs
in therapeutic and diagnostic bronchial alveolar lavage. A very
prevalent application is SRT.
The delivery of exogenous surfactants into the lung for SRT is now a
standard treatment for neonates with RDS (9, 46, 48, 54). In some
studies, it has reduced infant mortality by one-half (54). The delivery
method may be a bolus instilled into the trachea or an aerosol mixture
(51, 81) and has been studied either as a prophylactic dose at birth or
as rescue doses given several hours after delivery (48). At this
juncture, the more popular treatment is the intratracheal bolus that
spreads by a combination of various physical forces. The initial
spreading can be quite rapid (11), reaching substantial amounts of the lung fields in 20 s. The early response of improved oxygenation for the
patient appears to be due to an increase in functional residual
capacity (25). Exogenous surfactant administration has also been used
as a therapy for acute RDS (ARDS) (53, 69), for sepsis-induced ARDS (3)
by aerosol, for mitigation of oxygen-toxic lung injury (56) and
wood-smoke inhalation injury (18), for improvement of lung transplant
results (58), and for treatment of meconium aspiration (78).
Strategies for optimizing liquid delivery into the lung depend,
necessarily, on the particular application (SRT, liquid ventilation, gene therapy, drug delivery, etc.). In some cases, it may be desirable to transport the liquid primarily to the alveoli, in others, it may be
more effective to coat primarily the airways. It may be important for
the liquid to spread homogeneously or to be directed preferentially to
specific lobes or generations. The residence time could be long or
short. It may be advantageous to "blow" the liquid as a plug into
the airways or to let it drain slowly into the lung.
In SRT, several parameters involving the physiology and the delivery
technique may affect the transport (67): the bolus volume (24); its
injection rate (73); gravity and orientation (73); development of
airway occlusion by the liquid; ventilation parameters at normal or
high frequency (38, 65); the viscosity and surface tension of the fluid
injected; the dose strength; the instillation site; and repeat-dosing
protocols and intervals. There is evidence, for example, that a second
dose of SRT tends to distribute to lung regions where the first dose
was transported (73), possibly because of the opening of airways and
ease of transport for the second dose through them. On the other hand, there may be delays in second-dose transport because the first dose
ultimately lowers the surface-tension gradient driving the flow of the
second dose (28). It is known, for example, that the second and
following doses can be much less effective than the first dose (54),
possibly because of the reduced gradient. The clearance of instilled
surfactants is also very important in the overall transport, as is
discussed below. In clinical studies, the nonresponse rate to instilled
surfactants ranges from 15 to 35%, for example, depending on the study
and patient group. Could the lack of response be due, in part, to
inadequate surfactant transport and delivery? Consider the delivery
pathway of a liquid bolus as it makes its way from the trachea to the
alveoli. It may start as a liquid plug, progress to a deposited film
lining the airways, establish a surface layer, and then reach the
alveolar compartment. These four transport regimes are
dominated by different physical forces.
The liquid-plug transport regime occurs if the liquid volume instilled
is large enough and given over a short enough period for it to occlude
the airway. Then the plug flow is driven by the pressure drop across
the plug during inspiration, and the resulting motion depends on its
viscosity, density, surface tension, and gravity. As the plug is blown
peripherally, it deposits its liquid onto the airway wall, leaving
behind a trailing film the thickness of which depends on the system
parameters. Eventually, through the action of subdividing at airway
bifurcations and depositing its mass onto the airway wall, the plug
will lose enough liquid that it ruptures. This mode is likely to be
operative in the trachea and larger airways.
The deposited-film transport regime occurs after plug rupture or direct
coating. The resulting film coating the airways will flow from
combinations of gravity, airflow shear effects, and surface tension,
and these effects may compete depending on the system parameters. This
mode is probably dominant in the large-to-medium-sized airways.
When the liquid and its constituents (such as surfactant) form a
surface layer, then surface-tension gradients (when present) become
significant whenever gravity and capillarity are weak, as is the case
in thin layers. These gradients cause Marangoni flows that distribute
the surfactant. This regime is likely to be present in the
medium-to-small airways. The fundamental fluid mechanics and transport
phenomena of surface-layer surfactant spreading were reviewed in Refs.
26 and 27. The available theoretical models of the Marangoni flow on
thin, viscous films are based on lubrication theory (5, 16, 22, 28, 31, 42, 43, 45, 71), from which coupled evolution equations for the film
depth and the surfactant concentration are derived. If the surfactant
is localized on an otherwise clean interface (Fig.
1A),
the unsteady spreading flow generates a wave that travels in the
direction of lower surfactant concentration (higher surface tension)
(Fig. 1B). If surface diffusion of
the monolayer and gravity are negligible, the wave behaves like a shock
wave, with rapid changes in height and surface-tension gradients over a
very short distance. The film thickens to twice its undisturbed height at the traveling shock, and the film thins significantly behind it, so
much so that it may rupture there (21, 42). Film rupture causes the
spreading to stop, an unwanted result for SRT. The speed of this
advancing shock wave depends on the surface-tension difference driving
the flow, the film thickness, the surfactant activity, and the fluid
viscosity.

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Fig. 1.
A: surfactant monolayer on a uniform
clean film of height
h0 before
spreading, at time t = 0. Lex denotes
position of leading edge of exogenous surfactant.
B: surfactant spreading on a deforming
interface, where
h(x,t)
is the film height and
(x,t)
is surfactant concentration at a distance
x from trachea and at
t > 0. C: surfactant monolayer on a
contaminated film before spreading begins, where exogenous surfactant
is depicted with and endogenous surfactant with .
D: effect of preexisting endogenous
surfactant on film deformation, surfactant distribution, and position
of Lex
front with respect to leading edge of compression wave
LD. See
Glossary for other definitions.
|
|
In physiological applications, there is a preexisting or background
surfactant already on the interface before exogenous surfactant is
added. It may arise from natural (endogenous) sources or from previous
SRT treatments. If the surfactant is localized on an interface with
preexisting surfactant (Fig. 1, C and
D), the leading edge of the new
exogenous material
(Lex), spreads
more slowly because of the background surfactant (28). This is due to
the smaller surface-tension gradients. However, a second phenomenon arises: compression of the background surfactant as the exogenous surfactant spreads. This compression wave causes the background surfactant particles to move closer together, i.e., to increase in
concentration, and the wave speed is faster than the spreading speed of
the exogenous surfactant. Thus the leading edge of the compression wave
(LD) travels
ahead of Lex
(Fig. 1D). For larger initial
background concentrations, the compression speed actually increases
because of greater mobility in the interface while the spreading speed
decreases. These phenomena were presented and discussed in Ref.
28.
Components within the liquid (surfactants, drugs) may reach the
alveolar compartment where the transport conditions may include removal
and production kinetics. The clearance mechanisms for instilled
surfactants, both lipid and protein fractions, are not entirely
understood, although several studies have addressed some of the key
issues (80). Alveolar type II cells appear to take in the vast majority
(7, 64) and can recycle a portion for secretion. Minor amounts appear
to be taken up by alveolar macrophages and bronchial Clara cells (7,
60). A few percent exits by the proximal airway (61). Treatment doses
of surfactant are often as much as ten times the endogenous pool of
surfactant. There have been a number of clearance studies examining
recovery of radiolabeled surfactant from alveolar wash or lung tissue. Although several early papers have viewed surfactant as being cleared
at a fixed percentage (of the initial mass) per hour (19, 60, 62, 68),
it has become more clear that the kinetics is first order (63, 64). It
has been shown that clearance rates can be modified if there is lung
injury. For example, it was found by Novotny et al. (59) that clearance
rates for adult rabbit lungs with prolonged 100% oxygen exposure were
lowered. Such changes become important in determining dosing regimens
for the injured lung, as may occur in ARDS. Also, some acute injuries may not affect clearance. The acute lung injury models shown in Refs.
35 and 52 were made with injections of
N-nitroso-N-methylurethane. Clearance of instilled surfactant was similar to that in controls (52),
there was altered endogenous surfactant metabolism in response to
surfactant treatment in the injured animals, and exogenous surfactant
was beneficial to the injured animals (35).
In an earlier study (44), we examined surfactant spreading in a lung
model based on Marangoni flow alone. That model allowed for the rapid
increase in airway surface area due to airway branching, which can
quickly dilute the spreading surfactant. This surface-area dilution
reduces the Marangoni mechanism locally and dramatically slows the
process: transit times of the order of 2-3 h for an adult and
10-20 min for an infant were predicted by using zero flux end
conditions. In the present work, we extend and improve this model to
account for the other three transport regimes mentioned above. The
model remains one dimensional, so that much of the geometric complexity
of the bronchial tree is ignored, although the salient geometric
features are retained. We shall estimate transit times and the time
required for essentially complete delivery of the surfactant dose to
the alveoli. How these transport times depend on the system parameters
will be a main focus of the work. Through this modeling, we seek to
develop an understanding of the fluid mechanics and transport of liquid
delivery into the lung. Such an approach to overall lung transport for
instilled liquid delivery, including exogenous surfactants, can provide a rational basis for developing strategies to optimize their
delivery.
 |
FORMULATION OF THE MODEL |
Glossary
It will be useful and instructive to cast several of our variables in
dimensional terms and in their dimensionless counterparts. We shall
adopt the convention of using lowercase symbols to denote dimensional
variables and uppercase symbols to denote their dimensionless version.
 |
Fraction of fluid in draining region
|
| a, A |
Total airway cross-sectional area
|
| ae |
Total airway cross-sectional area exposed to air
|
| an |
Total cross-sectional area at generation
n
|
| a0 |
Tracheal cross-sectional area
|
| AA |
Total alveolar surface area
|
| Atr |
Cross-sectional area of endotracheal tube
|
| b, B |
Total airway perimeter
|
 |
Scaled perimeter function used in Marangoni flow regime
|
| bn |
Total airway perimeter at generation n
|
| b0 |
Tracheal perimeter
|
 |
Perimeter parameter
|
| Ca |
Capillary number
|
| Catr |
Tracheal capillary number
|
| dn |
Mean airway diameter at generation n
|
| d, D |
Airway diameter
|
| d0 |
Tracheal diameter
|
 |
Airway taper parameter
|
 n |
Surface-tension difference over length
ln
|
| F |
Ratio of surfactant delivery to the alveolar space to the rate of
uptake
|
 |
Rescaled delivery of surfactant-to-uptake ratio
|
| g |
Gravitational acceleration
|
| G |
Ratio of typical gravity draining speed to Marangoni speed
|
, ,  |
Surfactant concentration
|
A, A |
Alveolar surfactant concentration
|
eq |
Equilibrium alveolar surfactant concentration
|
eq |
Equilibrium surfactant concentration in Marangoni flow regime
|
h, H,  |
Film depth
|
| Heq |
Equilibrium film thickness in the Marangoni regime
|
| HM |
Critical film thickness for transition from gravity to Marangoni
regimes
|
| hn |
Liquid lining thickness at generation
n
|
| K |
Rate constant for alveolar surfactant uptake
|
| ln |
Mean airway length of generation n
|
| l0 |
Tracheal length
|
| LD |
Leading edge of surface-compression wave
|
| Lex |
Leading edge of exogenous surfactant
|
| LM |
Marangoni regime length
|
| L0 |
Total airway path length
|
 |
Leading edge of bolus draining under gravity
|
 |
Ratio of tracheal length to four times the path length
|
| m, M |
Mass of exogenous surfactant delivered to the alveoli
|
| mdose |
Dose of surfactant delivered
|
| µ |
Fluid viscosity
|
| n |
Airway generation number
|
| NA |
Avogadro's number
|
| nr |
Critical generation number for plug rupture
|
| pA, PA |
Alveolar surfactant production rate
|
| q,
Q |
Surfactant flux and fluid volume flux in Marangoni regime
|
| qa,
QA |
Surfactant flux into the alveolar compartment
|
r, R,  |
Airway radius
|
| rn |
Mean airway radius at generation n
|
| r0 |
Tracheal radius
|
 |
Liquid density
|
| SM |
Surface-tension difference across the Marangoni regime
|
| S0 |
Surface-tension difference along the surface layer
|
 |
Surface tension
|
n |
Surface tension at generation n
|
| t |
Time
|
| T |
Dimensionless time used for deposited film flow
|
T |
Transit time for gravity-driven flow
|
| TI |
Inspiration time
|
| TM |
Marangoni time scale
|
s |
Surfactant transit time at steady state
|
 |
Dimensionless time for surface-layer transport
|
 |
Alveolar uptake time variable
|
D |
Exogenous surfactant delivery time
|
 |
Surfactant activity parameter
|
 |
Film thickness correlation function
|
| U |
Speed of propagation of liquid plug
|
| Ug |
Typical speed of gravity-driven drainage
|
| UM |
Marangoni velocity scale
|
| Ûs |
Marangoni velocity at air-liquid interface
|
| Utr |
Tracheal velocity scale
|
| v, V |
Liquid bolus volume
|
| Vb |
Initial bolus volume
|
 |
Airflow rate
|
| Vp |
Initial liquid plug volume
|
| VT |
Tidal volume
|
| Vtr |
Tracheal volume
|
| Wb |
Ratio of bolus volume to tracheal volume
|
| Wp |
Ratio of initial plug volume to tracheal volume
|
| Wr |
Value of Wp that
will rupture at generation n
|
| x, X |
Distance along fluid layer, measured from the tracheal carina
|
 |
Dimensionless distance along fluid layer starting at
generation 7
|
a |
Size of domain of Marangoni regime
|
| xn, Xn |
Distance along fluid layer to generation
n
|
1, 2 |
Initial condition parameters for surface-layer flow
|
Lung
morphometry.
The transport models we develop require as
input a mathematical description of airway geometry. We have employed
the model used in Ref. 76, which assumes that the adult lung is a
symmetric, dichotomous branching tree, in which the mean length of an
airway is proportional to its diameter and for which the airway volume for each generation is constant. According to this model, the number of
airways at generation n is
2n, for 0
n
23, and the mean airway diameter
(radius) is dn (rn), the mean
airway length is
ln, the total
cross-sectional area of the airways is
an, the total
airway perimeter is
bn, given respectively by
|
(1)
|
Here,
d0
(r0),
l0,
a0, and
b0 represent the
tracheal diameter (radius), length, cross-sectional area, and
perimeter, respectively. The tracheal values from Ref. 76 are
d0 = 1.8 cm and
l0 = 12 cm, from which
r0,
a0, and
b0 may be
computed. The distance from the tracheal carina to the end of
generation n is denoted by the discrete variable,
xn. It may be
expressed as the sum of the intervening airway lengths
ln, as given in
Eq. 1. This geometric sum yields a
simpler form
|
(2)
|
where
the total path length is
L0 = l0/(21/3
1)
15 cm in the adult. Using Eq. 2, we eliminate n from
Eq. 1 and replace the discrete
variable xn with
the continuous variable x. Then the functions in Eq. 1 become continuous
functions of x. These are further
simplified by representing them in dimensionless form as follows
|
(3)
|
where the dimensionless pathway distance is now
X = x/L0,
and we note that 0
X < 1. Upper
(lower) case variables are used to indicate nondimensional
(dimensional) variables. The introduction of continuous variables and
functions will allow us to apply conservation equations for mass and
momentum as they arise in the analyses.
For example, using the above formulation, the path distance to the
beginning of generation 9 is
X9 = x9/L0 = 1
2
3 = 0.875. At
that location, the airway diameter (radius) is 0.125 times the tracheal
diameter (radius), the cross-sectional area is 8 times the tracheal
cross-sectional area, and the total airway perimeter is 64 times the
tracheal perimeter. The beginning of the alveolated region of the lung
can be represented by generation 18,
say, which is at
X18 = x18/L0 = 1
2
6 = 0.984. We
use this value as our boundary with the alveoli, so that the
singularities in
A(X)
and
B(X)
as X
1 (see
Eq. 3) are always avoided. The
Weibel model describes the mean diameter of the first 10 generations
reasonably accurately but underpredicts the diameter for generations
beyond n = 10 and overestimates the number of airways at large n (77). The
derived formula for distance along the path as a function of airway
generation, Eq. 2, approximates measurements of path length (29, 75) within a few percent, except for
generations 1 and
2 where the error is larger. No
allowance is made for asymmetry in airway branching. However, we use
this model to keep the analysis relatively simple. Employment of more sophisticated functions of X will be
possible in future studies.
In the Weibel model (76), the pulmonary tree is self-similar, so that
the scaling relationship between adjacent airway generations is
independent of generation number. It is, therefore, possible to employ
the same functional forms for
D(X),
R(X),
A(X),
and B(X)
to represent truncated portions of the pulmonary tree, although the
reference path length
L0, the reference
perimeter b0, and the X range of interest must be
redefined appropriately. This is particularly useful for representing
infant lung morphometry, necessary for predictions of liquid and
surfactant transport in our analyses. We assume for simplicity that the
neonatal lung may be modeled by equating the neonatal trachea to the
adult generation 7 airway, and then
use the distal adult lung section, 7
n
18, as the remaining neonatal
lung. Therefore, the neonatal trachea diameter is equivalent to
d7 = 0.36 cm
according to Eq. 1, a value typical
for premature infants. Then the reference quantities in Eq. 3 would be replaced by the
generation 7 values for a single airway, i.e., d7
replaces d0,
r7 replaces
r0,
d7 replaces
b0, and
r27 replaces
a0. Then
L0 in
Eq. 2 must be replaced by
2
7/3 L0 = 3.75 cm, which is the neonatal total path length.
We now present some analyses of the four transport regimes: liquid
plug, deposited film, surface layer, and alveolar compartment. For
delivery of surfactants, for example, we shall see that the liquid plug flow and the initial drainage of a deposited film due to
gravity occur on the order of seconds. The ultimate delivery of the
surfactant to the alveoli is governed by a balance of surfactant supply
along the surface layer and surfactant uptake in the alveolar compartment, which occurs on the order of hours. The details of the
first two regimes are given to demonstrate the relevant transport mechanisms. The initial distribution of surfactant from these relatively rapid events then provides input to the second two regimes.
Liquid plug flow. After a liquid bolus
of surfactant is delivered into the trachea, it may be large enough to
occlude the airway. If so, it will initially be pushed into the distal
regions of the lung by the ventilatory airflow. As this liquid plug
propagates through the tracheobronchial tree, driven by a constant
airflow rate
, it leaves behind a trailing
liquid film of thickness h coating the
airway (see Fig.
2A). As
long as it is not picking up comparable amounts of liquid from the
airway wall ahead, the size of the plug will diminish until it ruptures
(Fig. 2B). More complex situations
involving airway liquid linings, which are comparable in thickness to
the trailing film and in which airway flexibility is important, are not
treated here. An estimate of how far a liquid plug travels through the
lung before it ruptures is made by using simple mass-conservation
arguments. The change of plug volume
v, with respect to distance
x, is given by
|
(4)
|
where
ae(x) is the total cross-sectional
area seen by the gas flow behind the plug. Note that
ae(x) is smaller than the total airway cross-sectional area a(x), due to the
deposited liquid film.

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Fig. 2.
A: liquid plug of volume
(V) propagating down an airway of
radius (r) due to airflow rate
( ), leaving behind a trailing film of
thickness (h).
B: progression of liquid plug through
a symmetric airway network illustrating loss of volume as it travels
from trachea to generation 3. See
Glossary for other definitions.
|
|
This type of flow has been studied by previous investigators who
examine the motion of long bubbles in tubes (6, 70). Their results
indicate that the ratio of deposited film thickness to airway radius,
H = h/r,
depends on the capillary number,
Ca = µ
/(
ae),
which is a dimensionless airflow speed. Here, µ is the fluid's
viscosity, and
is its surface tension (assumed for the present to
be constant). Note that Ca is a
decreasing function of x, since
ae increases with
x. It is convenient to relate the
variable Ca to its tracheal value
Catr, such that
|
(5)
|
where
Catr = µ
/(
a0).
H may be obtained by curve-fitting the
results of a numerical analysis for bubbles advancing along tubes
(D. Halpern, unpublished observations), which is similar to our
previous theoretical work on such flows in channels (30)
|
(6)
|
This
function of H asymptotes to the value
0.36 in the limit Ca
. As a practical matter, H
0.36 when Ca > 4.0. In the other limit, as Ca << 1, H
0.72Ca0.523. Both
of these limits are consistent with the previous literature (55, 70).
Inserting Eq. 3 into
Eq. 4 and integrating with respect to
X yields the dimensionless plug volume
distributed across the airway generation at
X
|
(7)
|
where
depends on X, according to
Eqs. 5 and 6,
Wp = Vp/Vtr
is the ratio of the initial plug volume to tracheal volume, Vtr =
r20 l0,
and
= l0/(4L0).
The plug ruptures when
V(X) = 0. This occurs if
Catr is large
enough or if Wp
is sufficiently small for the right-hand side of Eq. 7 to reach zero at some
X < 1.
A liquid plug in the airways can only proceed distally if it is
inflating the lung region ahead of it. Blowing a plug into the airways,
as discussed above, accomplishes this. Gravity, on the other hand, is
not likely to provide enough force for the distal motion of an intact
liquid plug. However, gravity can disrupt its motion and cause it to
drain along the walls.
It is important to consider under what conditions a liquid plug is
formed during tracheal instillation. Experimental studies of the
criteria for plug formation during instillation have been presented in
the work of Espinosa and Kamm (15), for example, in which effects of
flow speed and duration, along with fluid properties, are examined. For
the purposes intended here, we shall consider an initial liquid bolus
instilled into the trachea as immediately coating the tracheal wall
uniformly. Then the pertinent issue becomes what liquid bolus volume,
when delivered into the trachea, would be large enough to form a liquid
plug. From stability studies of liquid-lined tubes (17, 32, 33, 47), a
uniform film coating the walls will form a plug when the liquid-film
thickness divided by the tube radius H
is roughly >0.12-0.16. The range depends mainly on the
surfactant concentration, its strength or activity, the tube length,
and the relative wall flexibility (33). Once the film becomes unstable,
it will quickly form a plug over a time interval on the order of
µr /
(34), which is much
shorter than 1 s over a wide range of parameter values. From simple
volume calculations, the film's initial thickness in the trachea is
|
(8)
|
where
Wb is the ratio
of bolus volume to tracheal volume. Clearly
H = 1 when
Wb = 1 and the
trachea is completely filled. For a tracheal plug not to form, we could
seek a criterion that H
0.1, which
occurs whenever
Wb
0.19. For a
tracheal plug to form, we could specify that 0.2
H
1, which occurs when 0.36
Wb
1, and this would be the range where
Wp = Wb, i.e., the
initial bolus volume becomes the initial plug volume.
A significant issue in the practical aspects of surfactant and liquid
delivery into the lung is the regurgitation, or reflux, of material out
of the trachea following instillation. One potential explanation of
this phenomenon is related to the criterion for plug formation
discussed above. For any airway, not just the trachea, if the liquid
lining becomes too thick, i.e., H
0.2, then it will form a plug, given sufficient time. As the tracheal
plug is blown distally during inspiration, the trailing film thickness may exceed this criterion in some airway generations that will be
subject to formation of their own plugs. Depending on which airway
generation is involved and when this happens in the respiratory cycle,
these newly formed plugs may be convected out of the trachea during
expiration. The clinician who encounters reflux may respond by trying
to blow in the tracheal bolus more forcefully with the intent of
quickly pushing it to the alveolar region. Our model indicates that
this approach could be counterproductive, since the reflux may be a
result of a newly formed plug and not the original plug, which could
have reached the distal parts of the lungs. Also, more forceful
delivery implies a larger Ca and,
hence, a thicker film.
Deposited-film flow. The advancing
plug leaves behind itself a film of thickness
h. Once the plug ruptures, this
trailing film contains the liquids or surfactants that may need to
reach the alveoli. The transport of this film then becomes an important issue. Here, we want to determine whether this film flow is dominated by gravity or by Marangoni forces. Although airways are oriented in many different directions, clinically, the patient may be positioned at several angles during the delivery process, so that the majority of
airways may experience appreciable gravitational forces directed distally.
The speed of gravity-driven drainage of the liquid lining in a single
airway generation n is approximately
Ug =
g h2n/(3µ) (1), where
is the liquid density,
g is the gravitational constant, and
hn is the liquid
lining thickness at generation n. By
comparison, if the same thin fluid layer is subject to a surface-tension gradient of magnitude

n /ln,
where a surface-tension difference

n is felt over the distance ln and the flow
has average speed
UM = 
n hn/(2µ ln) (42) due to Marangoni forces. Both of these velocities are proportional to µ
1, but
Ug has a
quadratic dependence on the film thickness
hn, whereas
UM has a linear
dependence. We, therefore, expect surface-tension gradients to dominate
the film flow as the film thickness decreases. Let the parameter
G = Ug/UM = 2
g hn ln/(3
n)
represent the ratio of these speeds. If
G >> 1, spreading of the deposited film may be gravity dominated; when G
<< 1, surface-tension gradients, Marangoni flows, may be dominant.
The two flow mechanisms are, therefore, of comparable magnitude when
G
1 or when
hn = HM, where
|
(9)
|
n /ln
has been replaced by the average estimate for the whole domain,
S0/L0
(S0 represents
the surface tension difference between the trachea and the alveoli).
This relation defines a critical film thickness for the deposited
film, above which gravitational forces may be dominant and beneath
which surface-tension gradients may be dominant.
We can estimate the magnitude of
HM for delivery
of a liquid bolus to an adult lung by taking
1 g/cm3;
g
103
cm/s2, and
S0
50 dyn/cm.
This surface tension difference is initially distributed across the
path length L0
15 cm, yielding
HM = 50 µm. As
shown later, for typical ventilation rates and tracheal plug volumes in
an adult, the trailing film reaches this value of
HM near
generation 7. For a neonate, the
initial surface-tension gradient is distributed over a length of only
3.75 cm, so HM = 200 µm. This value of
HM is 11% of the
tracheal radius, a value that may lead to plug formation. Then
transport will, again, be dominated by airflow.
We first consider the gravity-driven drainage regime in an adult. For
simplicity, we are considering that the deposition by the liquid bolus
occurs first, followed by drainage. It is helpful to consider two
extreme cases. One case is when the instilled bolus forms a plug in the
trachea and it ruptures in the trachea. Equivalently, this starting
condition could be achieved by direct deposit of the initial liquid
bolus on the tracheal walls. Either way, this would leave the entire
bolus volume to drain from the trachea to the distal airways. The other
case is when the plug ruptures or persists in the alveolus, leaving a
coating over all airways.
If the bolus ruptures in the trachea, then the initial bolus volume
Vb drains
unsteadily and nonuniformly down the airway walls (see Fig.
3). We model this process, by extending
existing theories (40, 57) of flow down a vertical surface to include the increase of surface perimeter
B(X)
(see Eq. 3), along the draining
axis, as occurs in the lung. Applying conservation equations for mass
and momentum for lubrication flow, the resulting evolution equation for
the dimensionless film thickness
H (X,T)
is found to be
|
(10)
|
where
the dimensionless time variable is T =
gr20t /(3µ L0).
A solution of Eq. 10 for the
evolving film thickness H (X,T)
is
|
(11)
|
For
an adult,
= 0.2, whereas for a neonate
= 0.16. H (X,T)
has a sharp front at the film's leading edge located at
X =
(T). This analysis tells us the
drainage front speed and the thickness of the film behind this front.
The thinnest value of h,
(h = rH), is at the front, so when it is
comparable to HM
(see Eq. 9), Marangoni forces become
important for transport in the surface-film regime. This solution in
Eq. 11 may then also be used to
calculate the amount of time required for all of the deposited film to
drain past a certain airway generation. Whereas the front may take only
seconds to reach generation 7, for
example, it may take many hours for all of the remaining liquid to
drain past generation 7. Calculations
for the front-arrival time and the liquid-drainage time are given
below.

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Fig. 3.
Liquid bolus of thickness h draining
due to gravity on a vertical wall. Leading edge of bolus is denoted by
X = . See
Glossary for other definitions.
|
|
The other extreme case is when the plug ruptures or persists at the
alveolar level. Now there is liquid deposited between generations 0 and
18. Because
H (X,T)
in Eq. 11 is a similarity solution,
eventually, the deposited liquid is likely to evolve to this
distribution. Now the appropriate range of
t is for times greater than the time
to rupture. So we see that the two extremes yield similar features:
front transit on the order of seconds, and further drainage of the
liquid lining on the order of hours.
Surface-layer transport.
Surface-tension effects dominate spreading once the film becomes
sufficiently thin, as shown in the previous section. We examine two
types of surface-tension-driven flows: Marangoni flow driven by
surface-tension gradients (Fig. 1) and flows driven by axially varying
pressure gradients associated with nonuniform curvature of tapering
airways. The analysis (given in
APPENDIX) shows that Marangoni flows
are eventually much stronger than those due to nonuniform curvature.
Both the initial rapid transient behavior of these flows and their
subsequent steady states are considered.
The unsteady, transient flow created by the surface-tension gradients,
although short-lived, is important to understand, since it may cause
certain undesirable events to occur. For example, as the flow is
initiated, the airway liquid-lining thickness,
(
,
) = h (x,t)/h7
and the surfactant concentration,
(
,
) =
(x,t)/
7,
change as functions of
and
, where the hat over the variables indicates new
scalings that better represent the Marangoni regime (see
APPENDIX). The
h7 is the
reference film thickness at generation
7 in the adult. The surface-tension difference between generations 7 and
18 is
SM =
18
7 = 
(
18
7), where the surfactant
activity
represents the
surface-tension-reducing capacity of the monolayer and is taken to be
constant. This is equivalent to assuming a linear equation of state for
the surface tension-surface concentration relationship. The scaling for
the axial variable is the Marangoni regime length,
LM = x18
x7, and the
scaling for time is
TM = µ L2M /SMh7, which is characteristic of Marangoni flow over the distance
LM, so that
= x/LM and
= t/TM.
Conservation of mass and momentum lead to the governing equations for
and
, Eq. A1 in APPENDIX. These
include the parameter
, representing the effects of
surface-tension-driven flows due to airway taper. The equations are
solved numerically in the domain 0
a, which corresponds
to the pathway segment from the beginning of
generation 7 to the beginning of
generation 18, where the alveolar
boundary is located. If the lining becomes too thin at a particular
value of
, it may rupture there because of
destabilizing van der Waals forces, i.e.,
= 0, which may lead to a cessation of spreading (42). However, if
becomes too large, then there may be plug
formation, as discussed above, which will also stop spreading. Before
examining the effects of surface-area expansion, we consider an
unsteady solution of Eq. A1 for
and
for a single, uniform tube.
Figure 4 shows the time evolution of
and
for the case of a single,
uniform tube with the upstream and downstream surfactant concentrations
fixed at
(
= 0,
) = 1 and
(
=
a,
) =
A = 0.2, respectively, where
A =
A/
7.
The initial conditions for
and
are
discussed in the APPENDIX. Shear
stresses from the initially large negative gradient in surfactant
concentration drive a flow in the
direction,
causing the fluid layer to well up behind the leading edge of the
advancing disturbance (e.g., at
= 0.1). As the
monolayer advances, the disturbance first grows and then diminishes in
size. At
2, the leading edge of the
disturbance in
reaches
=
a, and a
nonzero surfactant gradient is established there. This surfactant
gradient increases and induces film thinning at the downstream end
until
4, when the fluxes of
surfactant at
= 0 and
=
a
equalize, and
has essentially reached a steady
state. The
distribution evolves for a slightly
longer time. These steady solutions are obtained by setting

= 
= 0 in Eq. A1, which can be integrated to
yield
|
(12)
|
These
solutions resemble the steady solutions for the case
A = 0 given by Ref. 12.

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Fig. 4.
( , )
(A) and
( , )
(B) vs. at
= 0, 0.1, 0.25, 0.5, 1, and 1.5 for spreading
with no surface-area expansion or curvature effects (total airway
perimeter B = 1, = 0) and an
initially flat film with A = 0.2. in B show leading
edge of exogenous surfactant distribution at times 0, 0.1, 0.25, 0.5. See Glossary for other definitions.
|
|
The leading edge of the exogenous surfactant distribution, shown by the
black markers in Fig. 4B, takes
approximately half a time unit to reach the downstream end,
significantly longer than the time taken for the disturbance first to
reach
=
a. As was shown in Ref. 28,
an increase in
A causes the
transit time of exogenous surfactant to increase, since the
surface-tension gradient driving the flow is reduced.
The effect of the lung's surface-area expansion on the unsteady
spreading of surfactant is shown in Fig. 5.
and
are plotted as
functions of
(on a logarithmic scale) and the
equivalent generation number n.
Pressure-driven flows due to changes in airway radius are neglected for
the time being. As
(
,
)
in Fig. 5A evolves from the initial
conditions (given in APPENDIX), a
kinematic wave propagates from left to right (as in Fig.
4A), with thinning occurring at the
upstream end of the domain. After the wave reaches the downstream end,
the film begins to thicken, and the wave is damped. Compared with Fig.
4B, the leading edge of the surfactant front in Fig. 5B progresses to the
distal airways more slowly because surfactant has to distribute itself
over an expanding surface area and also because the initial film
thickness (given by Eq. A4) is
thinner than that used in Fig. 4. At
= 0.6, a nonzero surfactant flux at the downstream end is established, which is
weaker than the uniform-tube case. Whereas the surfactant concentration
increases monotonically with time at fixed
in the uniform tube (Fig. 4B), this is
not the case (Fig. 5, B and C) for an expanding surface area.
When the disturbance first reaches the downstream end of the domain,
the fluid layer is relatively thin, so that large shear stresses are
needed to drive the flow (
= 1, 2), and, hence,
rises to relatively high values in generations 13-17 (Fig.
5C). Later, as fluid is driven
distally and the liquid layer thickens in this region (Fig.
5A), the viscous resistance to flow
falls and the surfactant gradients fall also, causing
to fall (
4).

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Fig. 5.
( , )
vs. on a logarithmic scale
(A) and
( , )
vs. generation number n at
= 0, 0.1, 1, 2, 4, and 8 (B,
C), incorporating effects of
surface-area expansion, obtained by solving Eq.
1A with A = 0.2 and = 0. Solid curves with symbols show ultimate steady state;
in B show leading edge of
exogenous surfactant distribution at times 0, 0.1, 1, 2, and 3.07. See
Glossary for other definitions.
|
|
A steady state is reached once
7. Analytical
steady-state solutions can be obtained from the governing equations
(Eq. A1) and are given by
|
(13)
|
A
comparison of the steady states plotted in Figs.
4B and
5B confirms that surface-area
expansion dampens surface-tension gradients considerably. This is
demonstrated by considering Eqs. 12 and 13, from which it can be shown
that
|d
/d
|
increases with
for the uniform tube but
decreases monotonically with
for the
surface-area-expansion lung model.
Alveolar compartment transport. When
liquid and surfactant from the instilled bolus finally reach the
alveolar region, alveolar surfactant kinetics begin to play a central
role. As surfactant accumulates in the alveoli, the average
concentration there,
A, will
slowly rise and weaken the Marangoni flow. To determine the delivery
time more accurately, a time-dependent model of alveolar surfactant
uptake is developed. Treating the alveolar space as well mixed, the
average surfactant concentration there can be modeled by using a simple
model for the kinetics of alveolar surfactant (Fig.
6)
|
(14)
|
where
A is the alveolar surface
concentration of surfactant,
qA is the
dimensional exogenous surfactant flux arriving at the alveolar
compartment from the Marangoni flow,
AA is the total alveolar surface area exposed to the instilled bolus,
K is the rate constant for surfactant
uptake, and pA is
the alveolar surfactant production rate, which we take to be constant
as a first approximation. This constant may be varied to represent
different states of disease or recovery.

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Fig. 6.
First-order alveolar compartmental model, indicating that alveolar
surfactant concentration A
increases due to alveolar production
pA and airway
surfactant flux
qA but decreases
due to constant rate of uptake K.
|
|
It appears that a half-life in the range of 5-15 h occurs for many
of the surfactants used in alveolar-wash kinetics studies (60, 63, 64).
Therefore, a reasonable estimate of the rate constant range is 0.046/h
K
0.138/h. It is
convenient and instructive to recast Eq. 14 in nondimensional terms. We define the
nondimensional variables as follows: the time
= Kt, which is scaled on the uptake
rate; the alveolar surfactant concentration
A =
A/
7;
the flux QA = qA/q7,
such that q7 =
7b7 LM/TM
and PA = pA/(
7K)
is a parameter representing the ratio of natural surfactant supply to
its uptake. Expressing Eq. 14 in these
nondimensional variables, we have
|
(15)
|
where
F = (b7 LM)/(AA K TM)
is a nondimensional parameter representing the ratio of the rate of
delivery of surfactant to the alveolar space to the rate of uptake.
 |
RESULTS |
Liquid plug flow. As was shown in
FORMULATION OF THE MODEL,
Liquid plug flow, the volume of a
liquid plug (Eq. 7) depends critically on the tracheal capillary number,
Catr, and on the ratio of initial plug volume to tracheal volume
Wp. The adult tracheal volume is
Vtr =
r20l0 = 30 cm3, whereas a premature
neonatal value is
Vtr = 2
7
r20l0 = 0.25 cm3, roughly equivalent to
the volume of a single adult generation 7 airway. For neonates, a typical dose of surfactant
liquid is two half-doses of 2.5 ml/kg. The first half-dose is instilled in small portions in time with each mechanical inspiration. Normally, the drug is administered over a 1- to 2-min period, corresponding