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J Appl Physiol 85: 333-352, 1998;
8750-7587/98 $5.00
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Vol. 85, Issue 1, 333-352, July 1998

MODELING IN PHYSIOLOGY
A theoretical study of surfactant and liquid delivery into the lung

D. Halpern1, O. E. Jensen2, and J. B. Grotberg3

1 Department of Mathematics, University of Alabama, Tuscaloosa, Alabama 35487; 2 Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 9EW, United Kingdom; and 3 Department of Biomedical Engineering, Northwestern University, Evanston, 60208, and Department of Anesthesiology, Northwestern University Medical School, Chicago, Illinois 60611

    ABSTRACT
Top
Abstract
Introduction
Results
Discussion
Appendix
References

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
Top
Abstract
Introduction
Results
Discussion
Appendix
References

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 alpha -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 gamma (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 open circle  and endogenous surfactant with bullet . 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.

 alpha 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
bB Total airway perimeter
&Bcirc; Scaled perimeter function used in Marangoni flow regime
bn Total airway perimeter at generation n
b0 Tracheal perimeter
 beta Perimeter parameter
Ca Capillary number
Catr Tracheal capillary number
dn Mean airway diameter at generation n
d, D Airway diameter
d0 Tracheal diameter
Delta Airway taper parameter
 Delta sigma n Surface-tension difference over length ln
F Ratio of surfactant delivery to the alveolar space to the rate of uptake

&Fcirc; Rescaled delivery of surfactant-to-uptake ratio
g Gravitational acceleration
G Ratio of typical gravity draining speed to Marangoni speed
 gamma ,Gamma , <A><AC>&Ggr;</AC><AC>ˆ</AC></A> Surfactant concentration
 gamma AGamma A Alveolar surfactant concentration
 Gamma eq Equilibrium alveolar surfactant concentration
 <A><AC>&Ggr;</AC><AC>ˆ</AC></A>eq Equilibrium surfactant concentration in Marangoni flow regime
h, HĤ 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
 lambda Leading edge of bolus draining under gravity
 Lambda 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
pAPA 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&Rcirc; Airway radius
rn Mean airway radius at generation n
r0 Tracheal radius
 rho Liquid density
SM Surface-tension difference across the Marangoni regime
S0 Surface-tension difference along the surface layer
 sigma Surface tension
 sigma n Surface tension at generation n
t Time
T Dimensionless time used for deposited film flow
Talpha Transit time for gravity-driven flow
TI Inspiration time
TM Marangoni time scale
&Tcirc;s Surfactant transit time at steady state
&Tcirc; Dimensionless time for surface-layer transport
 tau Alveolar uptake time variable
 tau D Exogenous surfactant delivery time
theta Surfactant activity parameter
 phi 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
V 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
&Xcirc; Dimensionless distance along fluid layer starting at generation 7
&Xcirc;a Size of domain of Marangoni regime
xnXn Distance along fluid layer to generation n
 xi 1xi 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
<IT>d<SUB>n</SUB></IT> = <IT>d</IT><SUB>0</SUB>2<SUP>−<IT>n</IT>/3</SUP>,  <IT>r<SUB>n</SUB></IT> = <IT>r</IT><SUB>0</SUB>2<SUP>−<IT>n</IT>/3</SUP>, (1)
 <IT>l<SUB>n</SUB> = l</IT><SUB>0</SUB>2<SUP>−<IT>n</IT>/3</SUP>,  <IT>a<SUB>n</SUB> = a</IT><SUB>0</SUB>2<SUP><IT>n</IT>/3</SUP>,  <IT>b<SUB>n</SUB> = b</IT><SUB>0</SUB>2<SUP>2<IT>n</IT>/3</SUP>
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
<IT>x<SUB>n</SUB> = −l</IT><SUB>0</SUB> + <LIM><OP>∑</OP><LL><IT>m</IT> = 0</LL><UL><IT>n</IT></UL></LIM> <IT>l<SUB>m</SUB> = L</IT><SUB>0</SUB>(1 − 2<SUP>−<IT>n</IT>/3</SUP>) (2)
where the total path length is L0 = l0/(21/3 - 1) approx  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
<IT>D</IT>(<IT>X</IT> ) = <FR><NU><IT>d</IT>(<IT>x</IT>)</NU><DE><IT>d</IT><SUB>0</SUB></DE></FR> = (1 − <IT>X</IT> ), <IT>R</IT>(<IT>X</IT> ) = <FR><NU><IT>r</IT>(<IT>x</IT>)</NU><DE><IT>r</IT><SUB>0</SUB></DE></FR> = (1 − <IT>X</IT> )
<IT>A</IT>(<IT>X</IT> ) = <FR><NU><IT>a</IT>(<IT>x</IT>)</NU><DE><IT>a</IT><SUB>0</SUB></DE></FR> = (1 − <IT>X</IT> )<SUP>−1</SUP>, <IT>B</IT>(<IT>X</IT> ) = <FR><NU><IT>b</IT>(<IT>x</IT>)</NU><DE><IT>b</IT><SUB>0</SUB></DE></FR> = (1 − <IT>X</IT> )<SUP>−2</SUP> (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 right-arrow 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, pi d7 replaces b0, and pi 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 V, 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
<FR><NU>d<IT>v</IT></NU><DE>d<IT>x</IT></DE></FR> = −[<IT>a</IT>(<IT>x</IT>) − <IT>a</IT><SUB>e</SUB>(<IT>x</IT>)] = −<IT>bh</IT> <FENCE>1 − <FR><NU><IT>h</IT></NU><DE>2<IT>r</IT></DE></FR></FENCE> (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 (V), 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 = µV /(sigma ae), which is a dimensionless airflow speed. Here, µ is the fluid's viscosity, and sigma  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
<IT>Ca</IT>(<IT>X</IT> ) = <IT>Ca</IT><SUB>tr</SUB> <FR><NU>(1 − <IT>X</IT> )</NU><DE>(1 − <IT>H</IT> )<SUP>2</SUP></DE></FR> (5)
where Catr = µV/(sigma 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)
<IT>H</IT> = &phgr;(<IT>Ca</IT>) = 0.36(1 − <IT>e</IT><SUP>−2<IT>Ca</IT><SUP>0.523</SUP></SUP>) (6)
This function of H asymptotes to the value 0.36 in the limit Ca right-arrow infinity . As a practical matter, H approx  0.36 when Ca > 4.0. In the other limit, as Ca << 1, H approx  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
<IT>V</IT>(<IT>X</IT> ) = <FR><NU><IT>v</IT>(<IT>x</IT>)</NU><DE><IT>V</IT><SUB>p</SUB></DE></FR> = 1 − <FR><NU>1</NU><DE>2<IT>W</IT><SUB>p</SUB>&Lgr;</DE></FR> <LIM><OP>∫</OP><LL>0</LL><UL><IT>X</IT></UL></LIM> <FR><NU>&phgr;(1 − &phgr;/2)</NU><DE>1 − <IT>X</IT></DE></FR> d<IT>X</IT> (7)
where phi  depends on X, according to Eqs. 5 and 6, Wp = Vp/Vtr is the ratio of the initial plug volume to tracheal volume, Vtr = pi r20 l0, and Lambda  = 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 /sigma (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
<IT>H</IT> = 1 − (1 − <IT>W</IT><SUB>b</SUB>)<SUP>½</SUP> (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 = rho  g h2n/(3µ) (1), where rho  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 Delta sigma n /ln, where a surface-tension difference Delta sigma n is felt over the distance ln and the flow has average speed UM = Delta sigma 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 = 2rho g hn ln/(3Delta sigma 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 approx  1 or when hn = HM, where
<IT>H</IT><SUB>M</SUB> ≈ <FR><NU>3<IT>S</IT><SUB>0</SUB></NU><DE>2&rgr;<IT>gL</IT><SUB>0</SUB></DE></FR> (9)
Delta  sigma 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 rho  approx  1 g/cm3; g approx  103 cm/s2, and S0 approx  50 dyn/cm. This surface tension difference is initially distributed across the path length L0 approx  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
(<IT>BRH</IT> )<SUB><IT>T</IT></SUB> + (<IT>BR</IT><SUP>3</SUP><IT>H</IT><SUP> 3</SUP>)<SUB><IT>X</IT></SUB> = 0 (10)
where the dimensionless time variable is T = rho gr20t /(3µ L0). A solution of Eq. 10 for the evolving film thickness H (X,T) is
<IT>H</IT>(<IT>X</IT>, <IT>T</IT> ) = [(1 − <IT>X</IT> )<IT>T</IT> ]<SUP>−½</SUP> (11)
 for 0 ≤ <IT>X</IT> ≤ &lgr;(<IT>T</IT> ) = 1 − [1 + &Lgr;<IT>W</IT><SUB>b</SUB><IT>T</IT><SUP> ½</SUP>]<SUP>−2</SUP>
<IT>H</IT>(<IT>X</IT>, <IT>T</IT> ) = 0  for <IT>X</IT> > &lgr;(<IT>T</IT> )
For an adult, Lambda  = 0.2, whereas for a neonate Lambda  = 0.16. H (X,T) has a sharp front at the film's leading edge located at X lambda (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 = lambda . 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, Ĥ(&Xcirc;,&Tcirc;) = h (x,t)/h7 and the surfactant concentration, <A><AC>&Ggr;</AC><AC>ˆ</AC></A>(&Xcirc;,&Tcirc;) gamma (x,t)/gamma 7, change as functions of &Xcirc; and &Tcirc;, 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 = sigma 18 - sigma 7 = -theta (gamma 18 - gamma 7), where the surfactant activity theta  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 &Xcirc; = x/LM and &Tcirc; = t/TM.

Conservation of mass and momentum lead to the governing equations for Ĥ and <A><AC>&Ggr;</AC><AC>ˆ</AC></A>, Eq. A1 in APPENDIX. These include the parameter Delta , representing the effects of surface-tension-driven flows due to airway taper. The equations are solved numerically in the domain <=  &Xcirc; <=  &Xcirc;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 &Xcirc;, it may rupture there because of destabilizing van der Waals forces, i.e., Ĥ = 0, which may lead to a cessation of spreading (42). However, if Ĥ 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 Ĥ and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> for a single, uniform tube.

Figure 4 shows the time evolution of Ĥ and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> for the case of a single, uniform tube with the upstream and downstream surfactant concentrations fixed at <A><AC>&Ggr;</AC><AC>ˆ</AC></A> (&Xcirc; = 0,&Tcirc;) = 1 and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> (&Xcirc; = &Xcirc;a,&Tcirc;) Gamma A = 0.2, respectively, where Gamma A = gamma A/gamma 7. The initial conditions for Ĥ and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> are discussed in the APPENDIX. Shear stresses from the initially large negative gradient in surfactant concentration drive a flow in the &Xcirc; direction, causing the fluid layer to well up behind the leading edge of the advancing disturbance (e.g., at &Tcirc; = 0.1). As the monolayer advances, the disturbance first grows and then diminishes in size. At &Tcirc; approx  2, the leading edge of the disturbance in <A><AC>&Ggr;</AC><AC>ˆ</AC></A> reaches &Xcirc; = &Xcirc;a, and a nonzero surfactant gradient is established there. This surfactant gradient increases and induces film thinning at the downstream end until &Tcirc; approx  4, when the fluxes of surfactant at &Xcirc; = 0 and &Xcirc; = &Xcirc;a equalize, and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> has essentially reached a steady state. The Ĥ distribution evolves for a slightly longer time. These steady solutions are obtained by setting <A><AC>&Ggr;</AC><AC>ˆ</AC></A>&Tcirc; Ĥ&Tcirc; = 0 in Eq. A1, which can be integrated to yield
<A><AC>&Ggr;</AC><AC>ˆ</AC></A>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> ) = <IT><A><AC>H</AC><AC>ˆ</AC></A></IT>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT>) = [1 − (1 − &Ggr;<SUP>3</SUP><SUB>A</SUB>)<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> ]<SUP>2/3</SUP>, 0 < <IT><A><AC>X</AC><AC>ˆ</AC></A></IT> < <IT><A><AC>X</AC><AC>ˆ</AC></A></IT><SUB>a</SUB> (12)
These solutions resemble the steady solutions for the case Gamma A = 0 given by Ref. 12.


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Fig. 4.   Ĥ(&Xcirc;,&Tcirc;) (A) and <A><AC>&Ggr;</AC><AC>ˆ</AC></A>(&Xcirc;,&Tcirc;) (B) vs. &Xcirc; at &Tcirc; = 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, Delta  = 0) and an initially flat film with Gamma A = 0.2. bullet  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 &Xcirc; = &Xcirc;a. As was shown in Ref. 28, an increase in Gamma 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. Ĥ and <A><AC>&Ggr;</AC><AC>ˆ</AC></A> are plotted as functions of &Xcirc; (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 Ĥ (&Xcirc;,&Tcirc;) 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 &Tcirc; = 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 &Xcirc; 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 (&Tcirc; = 1, 2), and, hence, <A><AC>&Ggr;</AC><AC>ˆ</AC></A> 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 <A><AC>&Ggr;</AC><AC>ˆ</AC></A> to fall (&Tcirc; >=  4).


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Fig. 5.   Ĥ(&Xcirc;,&Tcirc;) vs. &Xcirc; on a logarithmic scale (A) and <A><AC>&Ggr;</AC><AC>ˆ</AC></A>(&Xcirc;,&Tcirc;) vs. generation number n at &Tcirc; = 0, 0.1, 1, 2, 4, and 8 (B, C), incorporating effects of surface-area expansion, obtained by solving Eq. 1A with Gamma A = 0.2 and Delta  = 0. Solid curves with symbols show ultimate steady state; bullet  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 &Tcirc; approx  7. Analytical steady-state solutions can be obtained from the governing equations (Eq. A1) and are given by
<A><AC>&Ggr;</AC><AC>ˆ</AC></A>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> ) = <IT><A><AC>H</AC><AC>ˆ</AC></A></IT>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> ) = [1 − (1 − &Ggr;<SUP>3</SUP><SUB>A</SUB>)<IT>f</IT>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> )]<SUP>2/3</SUP>, (13)
 where <IT>f</IT>(<IT><A><AC>X</AC><AC>ˆ</AC></A></IT> ) = <FR><NU>1 − (1 − <IT><A><AC>X</AC><AC>ˆ</AC></A></IT> )<SUP>3</SUP></NU><DE>1 − (1 − <IT><A><AC>X</AC><AC>ˆ</AC></A></IT><SUB>a</SUB>)<SUP>3</SUP></DE></FR>
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<A><AC>&Ggr;</AC><AC>ˆ</AC></A>/d&Xcirc;| increases with &Xcirc; for the uniform tube but decreases monotonically with &Xcirc; 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, gamma 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)
<FR><NU>d&ggr;<SUB>A</SUB></NU><DE>d<IT>t</IT></DE></FR> = <FR><NU><IT>q</IT><SUB>A</SUB></NU><DE><IT>A</IT><SUB>A</SUB></DE></FR> − <IT>K</IT> &ggr;<SUB>A</SUB> + <IT>p</IT><SUB>A</SUB> (14)
where gamma 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 gamma 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 tau  = Kt, which is scaled on the uptake rate; the alveolar surfactant concentration Gamma A = gamma A/gamma 7; the flux QA = qA/q7, such that q7 = gamma 7b7 LM/TM and PA = pA/(gamma 7K) is a parameter representing the ratio of natural surfactant supply to its uptake. Expressing Eq. 14 in these nondimensional variables, we have
<FR><NU>d&Ggr;<SUB>A</SUB></NU><DE>d&tgr;</DE></FR> = <IT>FQ</IT><SUB>A</SUB> − &Ggr;<SUB>A</SUB> + <IT>P</IT><SUB>A</SUB> (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
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Abstract
Introduction
Results
Discussion
Appendix
References

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 = pi r20l0 = 30 cm3, whereas a premature neonatal value is Vtr = 2-7pi 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