Abstract
Our mathematical model of epithelial transport (Larsen et al. Acta Physiol. 195:171–186, 2009) is extended by equations for currents and conductance of apical SGLT2. With independent variables of the physiological parameter space, the model reproduces intracellular solute concentrations, ion and water fluxes, and electrophysiology of proximal convoluted tubule. The following were shown:
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1.
Water flux is given by active Na+ flux into lateral spaces, while osmolarity of absorbed fluid depends on osmotic permeability of apical membranes.
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2.
Following aquaporin “knock-out,” water uptake is not reduced but redirected to the paracellular pathway.
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3.
Reported decrease in epithelial water uptake in aquaporin-1 knock-out mouse is caused by downregulation of active Na+ absorption.
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4.
Luminal glucose stimulates Na+ uptake by instantaneous depolarization-induced pump activity (“cross-talk”) and delayed stimulation because of slow rise in intracellular [Na+].
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5.
Rate of fluid absorption and flux of active K+ absorption would have to be attuned at epithelial cell level for the [K+] of the absorbate being in the physiological range of interstitial [K+].
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6.
Following unilateral osmotic perturbation, time course of water fluxes between intraepithelial compartments provides physical explanation for the transepithelial osmotic permeability being orders of magnitude smaller than cell membranes’ osmotic permeability.
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7.
Fluid absorption is always hyperosmotic to bath.
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8.
Deviation from isosmotic absorption is increased in presence of glucose contrasting experimental studies showing isosmotic transport being independent of glucose uptake.
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9.
For achieving isosmotic transport, the cost of Na+ recirculation is predicted to be but a few percent of the energy consumption of Na+/K+ pumps.
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Keywords
- AQP-1 knock-out
- Glucose absorption
- Isosmotic transport
- Kidney proximal tubule
- Mathematical-modeling
- Osmotic permeability
- Time dependent- and stationary states of water and ion fluxes
1 Introduction
In the study from A. K. Solomon’s laboratory of Necturus proximal tubule in which net flux of NaCl and water were measured over the same period of time, reabsorbed fluid was isosmotic over a wide range of water fluxes. In the phrasing of the authors (Windhager et al. 1959), “water transport in the proximal tubule depends on the tubular NaCl concentration rather than upon the water activity,” and “the driving force for water movement arises from the efflux of NaCl from tubule to plasma,” which was shown to be inhibited by the Na+/K+-ATPase inhibitor ouabain (Schatzmann et al. 1958). Work from several groups confirmed isosmotic transport by kidney proximal tubule (Bennett et al. 1967; Kokko et al. 1971; Morel and Murayama 1970; Schafer et al. 1974) and by other low-resistance epithelia (Curran 1960; Diamond 1964). More recently, isosmotic transport was also observed in high-resistance epithelia (Gaeggeler et al. 2011; Nielsen and Larsen 2007; Schafer 1993), indicating that the ability to transport water at osmotic equilibrium energized by the Na+/K+-ATPase is a general feature of transporting epithelia. This may occur even against an adverse osmotic gradient, confirming that epithelia are capable of spending metabolic energy to move water (Diamond 1964; Green et al. 1991; Nielsen and Larsen 2007; Parsons and Wingate 1958). The mechanism of isosmotic transport is debated (Andreoli and Schafer 1979; Fischbarg 2010; Larsen et al. 2009; Nedergaard et al. 1999; Spring 1999; Tripathi and Boulpaep 1989; Whittembury and Reuss 1992; Zeuthen 2000; Zeuthen et al. 2001). Since Na+/K+ pumps are expressed in membranes lining the lateral intercellular space (DiBona and Mills 1979; Maunsbach and Boulpaep 1991; Mills et al. 1977; Padilla-Benavides et al. 2010; Stirling 1972) similarly to aquaporin water channels (Agre et al. 1993b), it is generally accepted that this space by way of osmosis couples the active Na+ flux and the water flux and that isosmotic transport simply follows from a large water permeability (Altenberg and Reuss 2013).
Weinstein and Stephenson (1981) established tradition for applying mathematical formalisms in the analysis of steady state water and ion absorption by kidney proximal tubule (Weinstein 1986, 1992, 2013). Our steady state mathematical models of leaky epithelia (Larsen et al. 2000, 2002) have been expanded for computing time-dependent states (Larsen et al. 2009). The present analytical model comprising new apical glucose transport equations and comprehensive mathematical handling of electrical properties enables us to confront quantitatively computations with crucial experiments on kidney proximal tubule.
The present study has a dual purpose. Firstly, we present in detail complex relationships between active ion fluxes and water flows in an epithelium of extremely large membrane hydraulic permeabilities, as exemplified by mammalian proximal tubule of amplified apical and lateral plasma membrane areas (Welling and Welling 1975, 1988), which make this nephron segment one of the most water-permeable epithelia in nature (Carpi-Medina et al. 1983; Schafer 1990). This is done by quantitative analysis of a mathematical model which comprises cellular and paracellular pathways for fluxes of ions, glucose, and water. It is an important quality of our treatment that water absorption is governed by a driving force resulting from solute fluxes and intraepithelial solute solvent coupling reflecting the conditions in vivo (Gottschalk 1963) and in microperfused isolated tubules (Green et al. 1991). By including glucose and electrical properties, commonly applied laboratory protocols can be simulated for investigating the explanatory power of the model over a wide range of observations. Besides analysis of relationships between volume flows and solute fluxes, our analysis comprises time-dependent states evoked by perturbation of, e.g., osmolarity of external solutions or “knock-out” of a specific membrane transporter providing novel insight into redistributions of water flows between cells and paracellular space.
The second purpose of the study is to analyse in the depth problems of importance for the function of vertebrate kidney that hitherto have been out of focus. Examples are the conflict between osmotic permeability of whole epithelium and that of individual membranes, with reference to the studies from Solomon’s laboratory discussed above; the relative significance of sodium pump activity to aquaporin water channel osmotic permeability for the rate of water absorption; robustness of mathematical solutions giving isosmotic absorption; and the relative significance of transcellular and paracellular fluid absorption, respectively. Our analysis of every one of these problems provides novel information of definitive and general nature.
2 Description of the Minimalistic Model
2.1 Functional Organization of Proximal Tubule Epithelium
Mammalian proximal tubule is a heterocellular epithelium with three consecutive segments of individual functional and structural complexity (Maunsbach 1966; Welling and Welling 1988; Zhuo and Li 2013). All segments are engaged in isosmotic fluid absorption energized by lateral Na+/K+ pumps. The minimalistic model epithelium reproduces Na+-coupled water transport in all three segments, and by having lumen-negative transepithelial potential difference and water absorption coupled predominantly to absorption of NaCl and glucose, the model epithelium has these features in common with the proximal convoluted tubule. It follows that the model discussed here does not handle acid-base transport and cannot, therefore, reproduce absorption of bicarbonate ions. However, by containing the essential module of subcellular complexity driving isosmotic transport, all conclusions of the present study apply to all three segments – and generally to other transporting epithelia.
The width of the lateral space (distance between neighbouring cells) is constant while neighbouring cells interdigitate in progressively more complicated way toward the cell base (Maunsbach 1973; Welling and Welling 1988). A quantitative stereologic study of size and shape of cells and lateral intercellular spaces (lis) of all three segments of proximal tubule indicated similar relatively large areas of apical membrane (comprising brush border surface and intervening membrane) and lateral membrane (Welling and Welling 1988). The area of serosal membrane contacting the basement membrane is much smaller than those of the above two membrane domains. The interspace basement membrane providing exit from the lateral intercellular space is about 10% of the area of the entire basement membrane. Morphometric analyses further indicated that the so-called basal infoldings do not stem from serosal membrane contacting the basement membrane but represent a complex lateral-membrane arrangement of arbitrary orientation in the basal 20% region of tubule cells (Welling et al. 1987a). A fluorometric micro-assay of Na+/K+-ATPase (Garg et al. 1981) demonstrated highest expression of this enzyme in proximal convoluted tubule as compared to downstream segments of the nephron, and net Na+ transport previously measured in microperfused tubule segments correlated well with their Na+/K+-ATPase activity. Immunocytochemical studies localized the Na+/K+-ATPase to lateral plasma membranes and to the abovementioned complex of lateral plasma membrane infoldings at the base of tubule cells (Kashgarian et al. 1985; Maunsbach and Boulpaep 1991). Immunochemical reaction was not observed on those areas of the basal plasma membrane directly contacting basal lamina (Kashgarian et al. 1985) nor is this transporter found on the luminal brush border (Jørgensen 1986). This agrees with studies on localization of [3H]-ouabain in other transporting epithelia (DiBona and Mills 1979; Mills and DiBona 1977, 1978; Stirling 1972). In ileal intestinal mucosa, a thyroid epithelial FRT-cell line, and MDCK cells grown as a confluent monolayer on permeable filter support is the Na+/K+-ATPase present in lateral membranes of cells with no immunofluorescent staining neither at apical nor at serosal cell surfaces (Amerongen et al. 1989; Padilla-Benavides et al. 2010; Zurzolo and Rodriguezboulan 1993). Thus, in transporting epithelia, the lateral plasma membrane and the serosal plasma membrane constitute different functional domains implying that sodium ions transported into the cell through the apical plasma membrane are actively transported into lis for exiting the epithelium through the interspace basement membrane. Because the so-called “basolateral” osmotic permeability identified as AQP-1 (Agre et al. 1993a, b) is confined to the lateral membrane, the lateral intercellular space constitutes a compartment of its own with physically well-defined boundary toward the serosal (interstitial) compartment as depicted in Fig. 1a. Thus, for transepithelial osmotic equilibrium, water entering the epithelium through any membrane domain leaves the epithelium through the interspace basement membrane. This applies even if the serosal cell membrane’s osmotic permeability is non-zero and follows from a slightly hyperosmotic cell water driving water into the cell not only from luminal solution but also from serosal bath. The above functional organization constitutes the prerequisite for truly isosmotic transport. Thus, quantitative analysis of water uptake by our minimalistic model provides insight into isosmotic transport by absorbing epithelia in general.
2.2 Solute Flux Equations
The computations presented in this paper do not depend on any particular assumption about the nature of luminal entrance mechanisms as long as we keep absolute ion fluxes and water flows in agreement with measured quantities. With this requirement being fulfilled, there are additional features of the minimalistic model that would have to be met for our purpose. In the absence of glucose and amino acids, Frömter’s seminal study reported a fairly large apical membrane conductance of about 4 mS cm−2 with a ratio of the resistance of the luminal membrane to the transcellular resistance of 0.8 (Frömter 1982). In the cell, both K+ and Cl− are above thermodynamic equilibrium (Cassola et al. 1983; Edelman et al. 1978; Windhager 1979). Since neither is secreted into the luminal solution, the above electrical conductance is governed predominantly by a Na+ conductance. A Na+ conductance is associated with the 3 Na+:1HPO42− cotransporter. Frömter (1982) perfused the kidney tubule with physiological saline containing 1 mM HPO42−; thus with a coupling ratio of 3 Na+:1HPO42−, it is unlikely that this transporter accounts for the relatively very large conductance of 4 mS/cm2, which leaves a Na+ channel as the most likely candidate for the Na+ conductance of the apical membrane. This goes along with the study by Morel and Murayama (1970), who obtained isosmotic reabsorption in microperfused rat proximal tubule in the absence of phosphate ions in the luminal perfusion solution. Added to this, a sodium ion channel was disclosed by patch clamp of rabbit proximal straight tubule (Gögelein and Greger 1986). The Goldman-Hodgkin-Katz (GHK) constant field equations are applied for handling this as well as electrodiffusion fluxes in the other ion channels including tight junction and interspace basement membrane (Goldman 1943; Hodgkin and Katz 1949; Sten-Knudsen 2002):
The associated chord conductance is:
Pj is the ion permeability and V potential difference across the membrane. I = lumen and II = cell for the apical membrane, I = cell and II = lis for the lateral membrane, and I = cell and II = serosa for the serosal membrane. The proximal tubule reabsorbs 50–70% of the filtered K+ load. Wilson et al. (1997) showed that cyanide caused a reduction in net potassium flux over the entire range of fluid fluxes in their double-perfusion experiments. Subsequent single-perfusion experiments (tubule lumen only) using the specific K+-H+-ATPase inhibitor, SCH28080, did not reveal evidence for primary active K+ absorption. The authors discussed the possibility that tubular absorption of K+ is accomplished by paracellular solvent drag. This mechanism is included in our model and will be quantitatively evaluated in Results for concluding that solvent drag cannot account for transtubular absorption of K+. The principal importance of active K+ absorption is independent of the molecular design of the transporter. It is of importance, however, that the transepithelial active flux of potassium ions results in a K+ concentration of the absorbate that is close to the concentration of K+ in serosal fluid. The K+ absorption against the prevailing small transepithelial electrochemical potential difference shall be accounted for by assuming (1Na+, 1K+, 2Cl−) cotransport across the apical membrane:
Here, r = 1 for Na+ and K+ and r = 2 for Cl−. In agreement with cellular Cl− accumulation via a Na+ -dependent cotransporter in Necturus (Spring and Kimura 1978, 1979) and rat (Karniski and Aronson 1987; Warnock and Lucci 1979), we assume that a (1Na+, 1Cl−) cotransporter is present in the apical membrane:
For generalizing the description, apical Cl− and K+ channels are included, but in the present calculations, they do not carry significant fluxes because they are largely quiescent under normal conditions (Boron and Boulpaep 2017).
In 1976, a sodium ion/proton antiporter was discovered in vesicles isolated from renal brush-border membranes of rat by Murer et al. (1976); it was cloned and named NHE3 (Sardet et al. 1989). As recently reviewed by Zhuo and Li (2013), subsequent studies confirmed its function as pathway for eliminating protons in exchange for luminal sodium ions in kidney proximal nephron. The NHE3 antiporter operates in series with a lateral electrogenic cotransporter of stoichiometry 1 Na+:3 HCO3−. Bicarbonate is regenerated from OH−- and CO2 catalyzed by a cytoplasmic carbonic anhydrase (Boron and Boulpaep 2017). The operation of this enzyme together with the NHE3 antiporter is assumed to recover quantitatively HCO3−, which is transported together with sodium ions into the interstitial fluid (Boron and Boulpaep 1983a, b; Yoshitomi et al. 1985). At this stage of our studies, we aim at transport features that are independent of acid-base transporters. As shall be demonstrated below, this “minimalistic” model is excellently suited for analysis of general features of isosmotic transport, e.g., none of our conclusions are being affected by this simplification.
Driving forces for glucose uptake across the luminal membrane of rat convoluted proximal tubule are the transmembrane Na+ concentration gradient, the transmembrane glucose concentration gradient, and the membrane potential. The transporter saturates with luminal Na+ concentration as well as with luminal glucose concentration (Samarzija et al. 1982). Glucose is coupled to Na+ uptake by the Na+/D-glucose cotransporter-2 (SGLT2) with a stoichiometry of 1 Na+:1 glucose in tubule segments S1 and S2 and Na+/D-glucose cotransporter-1 (SGLT1) with a stoichiometry of 2 Na+:1 glucose in tubule segments S3 (Ghezzi et al. 2018; Hummel et al. 2011; Parent et al. 1992; Turner and Moran 1982; Turner and Silverman 1977). SGLT2 is rheogenic, and with 150 mM external Na+ concentration, the transporter generates a nonlinear current-voltage relationship reflecting voltage dependence of the Na+ current (Hummel et al. 2011; Parent et al. 1992). With sign conventions in epithelial studies, inward Na+ currents are positive and Vam = ψo − ψcell with the associated current-voltage relationship being upward concave. This corresponds to the downward concave current-voltage relationship obtained with SGLT2 expressed in Xenopus oocyte (Parent et al. 1992) or HEK293T cells (Hummel et al. 2011) where inward Na+ currents are given a negative sign, and membrane potential is defined as V = ψcell − ψo. The last mentioned studies reported zero SGLT2-current in the absence of external glucose or in the absence of external Na+. Thus, in the absence of luminal glucose, the Na+ conductance of SGLT2 is zero. Finally, the reversal potential of the SGLT2-cotransporter \( {E}_{rev}^{am, Glu\cdot Na} \) would have to fulfill the requirement that Gibbs free energy remains constant following one transport cycle as expressed by (Schultz 1980):
The abovementioned requirements are fulfilled by the following set of equations:
\( {P}^{Glu\cdot {Na}^{+}} \) is the maximal turnover of SGLT2, where \( {K}_{Glu}^{Glu\cdot {Na}^{+}} \) ≈ 5 mM and \( {K}_{Na^{+}}^{Glu\cdot {Na}^{+}} \) ≈ 25 mM are apparent dissociation constants of the transporter’s binding sites (Hummel et al. 2011). For obtaining the associated chord (integral) conductance, the current carried by SGLT2 is introduced and multiplied by unity expressed as \( \left({V}^{am}-{E}_{rev}^{am, Glu}\right)/\left({V}^{am}-{E}_{rev}^{am, Glu}\right) \):
By having the form Ij = Gj (Vm − Ej), the integral conductance is calculated from:
where \( {E}_{rev}^{am, Glu\cdot Na} \) is given by Eq. (3b) and P′ by:
Other SGLT2-models also handle saturation kinetics and substrate interactions, e.g., Layton et al. (2015) and Weinstein (1985). Unlike these previous treatments, Eqs. (3a–3d) cover the transporter’s contributions to membrane potential and membrane conductance; in the present study, this is required for its validation by comparing computations with experiments.
Immuno-labeling has shown that Na+/K+-ATPase (Skou 1965) is expressed exclusively in lateral plasma membrane (Kashgarian et al. 1985). The active cation fluxes are saturating function of cell Na+ (\( {C}_{Na}^{cell} \)) and concentration of K+ in lateral intercellular space (\( {C}_K^{lis} \)) (Garay and Garrahan 1973; Goldin 1977; Jørgensen 1980). The pump rate is also a function of the electrical work done in moving one charge across the membrane per pump cycle (Thomas 1972), which is a function of lateral membrane potential, Vlm, and the electrical work contributed by the pump-ATPase, here denoted Epump. The above properties are fulfilled by the following set of equations (Larsen et al. 2009):
\( \frac{P_{Na,K}^{lm, pump}}{F} \) of dimension of mol s−1 V−1 per unit area of plasma membrane represents the Na+ efflux through the sodium pump saturated with internal Na+ and external K+ at normal cytoplasmic ATP levels. With a 3 Na+:2 K+ stoichiometry, the expression for the pump current is:
Eq. (4b) gives pump currents that are linearly dependent on membrane potential, which is an acceptable approximation for the interval, −110 mV < Vlm < −5 mV (Gadsby and Nakao 1989; Läuger 1991; Wu and Civan 1991) that covers computations of the present study. The reversal potential of pump currents is \( {E}_{rev}^{pump}=-{E}^{pump} \) with free energy of ATP hydrolysis, ΔGATP ≈ −60 kJ/mol and stoichiometry of 3 Na+:2 K+:1 ATP, Epump is about 200 mV which is within the range discussed by de Weer et al. (1988) and used in all our computations independently of the rate of pump flux. Unlike the reversal potential of the Na+ pump of a tight epithelium, e.g., frog skin (Larsen 1973; Eskesen and Ussing 1985), the last mentioned assumption is plausible for proximal tubule cells of high density of mitochondria in remarkably close contact with pump sites that would minimize the diffusion distance between sites of dephosphorylation of ATP and rephosphorylation of ADP, respectively (Dørup and Maunsbach 1997). Following Läuger (1991), by inspection of Eq. (4b) in the range indicated where \( {P}_{Na,K}^{lm, pump} \) is considered constant, the integral conductance of the pump would be:
Early mathematical models of proximal tubule by Sackin and Boulpaep (1975) and Weinstein (1986, 1992) did not include membrane potential as driving force for pump currents. Other studies included the membrane conductance-dependent electrogenic contribution of the pump to membrane potential (Lew et al. 1979 and Larsen 1991). The above Eq. (4a) is an expansion of previous treatments by acknowledging that potential per se is driving force for pump currents. The advantage of this new treatment shall be underscored in Results.
The expression for convection-diffusion of glucose across tight junction and interspace basement membrane obeys the Smoluchowski equation (Smoluchowski 1915). It was derived by Hertz (1922), and when applied to a membrane of reflection coefficient indicated by σ, the expression reads (Larsen et al. 2000):
The equation was expanded for covering the convection-electrodiffusion regime (Larsen et al. 2002),
Here, it is assumed that the pore is symmetrical such that reflection coefficient and partition coefficient (β) are related by σ = (1 − β) as shown by Finkelstein (1987). JV is the volume flux from compartment I (lumen or lis) to II (lis or serosa), and σj is the reflection coefficient of ion j of the membrane. Exit of glucose across lateral membrane is governed by saturation kinetics of a symmetrical carrier (Stein 1967),
2.3 Water Flux Equations
In agreement with cloned aquaporins of proximal tubule (Borgnia et al. 1999), we assume reflection coefficient of unity for water flow through all plasma membranes. Thus, equations for the respective volume fluxes per unit area of apical plasma membrane are,
Water fluxes through membranes delimiting the lateral intercellular space from external solutions have to include reflection coefficients,
Rather than hydraulic conductance, Lp, in the text, we refer to osmotic permeability, Pf. With molar volume of water indicated by \( {\overline{V}}_W \), Lp and Pf are related by Finkelstein (1987),
Mean valence of nondiffusible anions in the cell with concentration, \( {C}_A^{cell} \), is denoted by zA. Thus, the two electroneutrality conditions are given by:
If Iclamp is the transepithelial clamping current and Ij is the current carried by j through the membrane indicated by superscript (j = Na+, K+, or Cl−), the mathematical solution would have to obey the requirement:
where Iclamp = 0 (“open circuit”) defines the mathematical solution containing the transepithelial potential difference.
2.4 Compliant Model and Volumes of Intraepithelial Compartments
For obtaining the hydrostatic pressure of the cell, we followed Weinstein and Stephenson (1979, 1981) and introduce a compliance model that assumes linear relationship between cell volume and cell pressure. If it is further assumed that the hydrostatic pressure of the cell adjusts itself to a value between ambient pressures weighted relative to the local compliant constants that are given the symbol μm, we can write (Larsen et al. 2000),
Introducing relative compliance constants,
With the volume of lis in the absence of fluid transport denoted, Vollis,ref, we have (Larsen et al. 2002):
Dcell and MA are number of cells per unit area of apical membrane and amount of nondiffusible anions per cell, respectively. Hence, cell volume is:
Here, \( {C}_A^{cell} \) belongs to dependent variables.
2.5 Electrical-Circuit Analysis
Shown in Fig. 1c, the five epithelial membranes constitute a bridge circuit. For convenience, in the Mathematica© equations below, the five membranes are indicated by am = 1, sm = 2, lm = 3, tj = 4, and ibm = 5. The method used for calculating the transepithelial conductance (resistance) is as follows. Having chosen values for independent variables, the numerical solution provides all primary dependent variables. Integral conductances calculated as specified above are used to calculate the resistance of each of the five membranes, R1…R5. Simulating a step change of the current ΔItrans through the circuit, Kirchhoff’s rules are applied for setting up five simultaneous linear equations,
The currents flowing through the five resistors were obtained by using the solve routine of Mathematica©:
The transepithelial electrical potential displacement ΔVtrans and the resistance of the apical (luminal) membrane relative to the transcellular resistance are given by the relations,
Finally, the transepithelial conductance is calculated as Gt = ΔItrans/ΔVtrans.
2.6 Nomenclature and Sign Conventions
Nomenclature is indicated in Fig. 1b and Appendix 1. The model comprises four well-stirred compartments: outside (luminal-) compartment (o), cell compartment (cell), lateral intercellular space (lis), and inside (serosal-, interstitial-) compartment (i). These are confined by five membranes: apical (am), serosal (sm), lateral (lm), tight junction (tj), and intercellular basement membrane (ibm). The primary unknowns include cellular and paracellular concentrations of Na+, K+, and Cl−, glucose and nondiffusible intracellular anions, hydrostatic pressures in cell and lis, and electrical potentials in cell, lis, and outside compartment. Fluxes directed from lumen to cell and lis, from cell to serosa and lis, and from lis to serosa are positive. Electrical potentials are indicated with reference to serosal compartment (ψi ≡ 0) so that the individual membrane potentials are given by Vsm = ψcell − ψi, Vlm = ψcell − ψlis, Vam = ψo − ψcell, Vtj = ψo − ψlis, and Vibm = ψlis − ψi.
2.7 Numerical Methods
The set of equations can be solved for both steady states and time-dependent states. In the general case, the transport equations for water and solutes are written as (Larsen et al. 2009):
where \( \overline{V} \) denotes the volume of cell or lateral intercellular space, and \( {J}_{\overline{V}} \) and JS denote water and solute fluxes, respectively, through the various membranes, with m indicating membrane (m = 1–5). In steady state, left hand side is zero. When transients are studied, time-dependent behavior of Eqs. (20) and (21) needs to be simulated. To solve the equations in time, we utilize second-order accurate, three-point backward difference schemes (Taylor expansion) as follows:
where index n refers to time tn and Δt is the time step, such that tn = tn−1 + Δt. Thus, the equations are solved for all variables with index n at time t = tn, leaving the remaining terms as known from the former time steps. The equations are solved together with the above equations for electroneutrality and the compliance model. The strongly coupled nonlinear equations were solved to machine accuracy by a conventional iterative Newton-Raphson method. In forming the Jacobian matrix, the equations were not differentiated analytically as a simple difference scheme was employed. For analyses of transient states, the term “sampling frequency” refers to frequency of time steps. With a single time step, we jump directly from one steady state to another – skipping transient states.
2.8 Choice of Independent Variables
Appendix 2 lists independent variables of the model displayed in Fig. 1b. Ion permeabilities and maximum pump rates were chosen to obtain a net uptake of Na+ of about 5,000 pmol cm−2 s−1 with associated volume absorption of 30–40 nL cm−2 s−1 together with intracellular concentrations and serosa-membrane potential in reasonable agreement with measured quantities (Windhager 1979). From measurements, \( {C}_{Na}^{cell} \) = 17.5, \( {C}_K^{cell} \) = 113, and \( {C}_{Cl}^{cell} \) = 18 mM at a serosal membrane potential of −76 mV (Cassola et al. 1983; Edelman et al. 1978; Yoshitomi and Fromter 1985). The corresponding model values are given in Fig. 2. For simulating the somewhat low \( {C}_K^{cell} \), we assumed a mean net charge of intracellular nondiffusible anions less than unity (zA = −0.75). In the model, the Na+/K+ pump in the serosal plasma membrane is “silent” so that the active Na+ uptake is due entirely to the activity of lateral pumps (Kashgarian et al. 1985). The major electro-diffusive K+ exit from cells is through the K+ channels of lm. Both apical and “basolateral” plasma membrane domains contain water channels (Nielsen et al. 1996). The osmotic permeabilities were taken from experiments on rabbit proximal tubule (Carpi-Medina et al. 1984; Gonzáles et al. 1984). Solvent drag on sucrose indicated that the paracellular pathway of the kidney proximal tubule contributes to water transport across the epithelium (Whittembury et al. 1988), but the hydraulic conductance of tight junctions, which constitutes the rate limiting structure along the pathway, is not easy to determine. One would think that one way of doing this would be to block water channels of the apical membrane and measure the residual transepithelial water flux. This method was applied by Whittembury’s laboratory (Carpi-Medina and Whittembury 1988), and we have used the value thus estimated, \( {P}_{osm}^{tj} \) = 2.5 × 103 μm s−1. As we shall see below, blocking the osmotic permeability of the apical membrane will lead to an increase in the osmolarity of lis, forcing an increased water flow along the paracellular pathway. Thus, our osmotic permeability of tight junctions is overestimated. However, as none of the conclusions, generally of semiquantitative nature, are affected by this choice, it is applied here in lack of better estimate. As emphasized above, the serosal plasma membrane contacting the epithelium’s basement membrane and the lateral plasma membrane constitute two separate domains. The model is born with similar transport systems in the two domains. The serosal-membrane fluxes governing the majority of computations were obtained by choosing small values of associated independent variables.
Molecular biological and biophysical studies indicated that paracellular fluxes are mediated both by cation and anion selective tight junction pores, recently reviewed by Fromm et al. (2017). Claudin-2 is selectively permeable for small cations like Na+ and K+ and permeable for water. Claudin-10a (and perhaps claudin-17) is selectively permeable for small anions like Cl−. Reflection coefficients of tight junctions were taken from literature \( {\sigma}_{Na}^{tj}={\sigma}_K^{tj}=0.7 \) and \( {\sigma}_{Cl}^{tj}=0.45 \) (Ullrich 1973). The interspace basement membrane is governed by physical properties of the basement membrane, and a morphometric study of rabbit proximal tubule indicating that ibm constitutes 10% of the basement membrane area of the entire tubule (Welling and Grantham 1972; Welling et al. 1987a, b). Ion permeability of convection pores was selected to obtain the paracellular electrical resistance estimated by Frömter (1979) of about 5 Ω cm2, which requires a relatively high Cl− permeability of delimiting membranes. The cation “selectivity” of the interspace basement membrane is that of free diffusion in water.
2.9 Geometrical Dimensions and Units of Physical Quantities
A stereological study of S1 segment of rabbit proximal tubule indicated an outer and inner diameter of 38 and 24 μm, respectively, corresponding to a cell height of 7 μm. Referring to 1 mm of tubule length, the following numbers were obtained: an epithelial volume of 6.8 × 105 μm3, an apical membrane area of 2.20 × 106 μm2, and a lateral membrane area of 2.29 × 106 μm2 (Welling and Welling 1988). With 300 cells per mm (Welling et al. 1987a), single-cell volume is about 2,267 fL. With gap junctions between cells, we assume that the epithelium constitutes a continuous functional syncytium.
Physical constants, independent variables, and computed dependent variables are in MKSA units. In the text, however, all variables are presented in units commonly used in physiological literature.
3 Results
3.1 General Features
Kidney proximal tubule accomplishes isosmotic transport in absence of glucose in luminal perfusion solution (Windhager et al. 1959; Morel and Murayama 1970). Figure 2 contains values given by the model for the reference state exposed to symmetrical external glucose-free solutions. With respect to cellular ion concentrations, it is noted that \( {C}_K^{cell} \) of 117 mM is fairly low, which is in agreement with measurements, recently reviewed by Weinstein (2013): 70 mM (Necturus), 113 mM (rat), and 68 mM (rabbit). The intracellular electrical potential, Vcell = −82 mV, agrees with values measured in rat ranging between −64 and − 85 mV (Frömter 1979). The lumen-negative transepithelial potential difference is no more than Vtrans = −1.78 mV, governed by high paracellular electrical conductance and the following transepithelial ion fluxes (pmol cm−2 s−1): JNa = 5,197, JK = 187, and JCl = 5,384. Fluxes through the apical membrane are associated with an apical membrane resistance of 313 Ω cm2, which is 57 times larger than the shunt resistance of 5.5 Ω cm2. The corresponding values for rat are 260 and 5 Ω cm2, respectively (Frömter 1982). At transepithelial osmotic equilibrium, water uptake would have to be translateral, and with osmotic permeabilities obtained in experiments by Carpi-Medina and Whittembury (1988), the water uptake via apical membrane is 21.3 nL cm−2 s−1. This is about twice the water flux of 12.7 nL cm−2 s−1 through tight junctions, which is driven by Δπ = 5 mosM. Convection fluxes energized by paracellular water absorption are discussed in detail below. Here it suffices to point out that paracellular solvent drag on potassium ions cannot account for transtubular K+ absorption which provides a K+ concentration of the absorbate that is significantly less than 1 mM; an estimate using numbers of Fig. 2 would give 3.0 pmol cm−2 s−1/22.7 nl cm−2 s−1 = 0.24 mM. This should be compared to the total K+ absorption that gives a K+ concentration of the absorbate of 187/34.0 = 5.5 mM (Fig. 2), that is, a value much closer to the 4 mM of the serosal bath. When glucose absorption is included, this number drops to [K+]absorbate = 190 pmol cm−2 nl/46 nl cm−2 = 4.1 mM, see Fig. 4. Exit of water through the interspace basement membrane of low reflection coefficients is driven by a small hydrostatic pressure difference (plis − pi) of 3.95 × 10−3 atm. With a total apical water uptake of JV = 34.0 nL cm−2 s−1 at steady state, this is also the volume flux across ibm. The lateral intercellular space of an osmolarity of 305 mosM is no more than 1.7% hyperosmotic relative to the symmetrical bathing solutions of 300 mosM. Nevertheless, the fluid exiting the lateral space of 316 mosM is 5.3% hyperosmotic with respect to bath. The difference in osmolarity between lis and the fluid emerging from lis, in this example 11 mosM, shows that exit fluxes are governed by relatively large electrodiffusion permeabilities of ibm (conf. Eq. 6), which exposes the unavoidable diffusion-convection problem of the exit pathway in isosmotic transport.
3.2 A Component of Na+ Uptake Bypasses the Pump
Although the electrical driving force for Na+ movement through tight junctions is −2.19 mV, the flux of Na+ of 380 pmol cm−2 s−1 is inward showing that solvent drag overrules the electrochemical driving force of opposite direction. Formally, the Na+ current through tight junctions can be written,
\( {G}_{Na}^{tj} \) is the Na+ conductance of tight junctions, \( {E}_{Na}^{tj} \) the Na+ equilibrium potential across tight junctions, Vtj the transjunctional potential difference, and \( {\Phi}_{Na}^{tj} \) the driving force due to convection, which Ussing has given the expressive term “solvent drag.” In the electrodiffusion-convection regime, the term denoted \( {\Phi}_{Na}^{tj} \) of Eq. (24) is the driving force resulting from the convection process. Because we here consider an ion current, it follows that its dimension is “volt.” Ussing’s original mathematical treatment of solvent drag concerned unidirectional isotope fluxes of electroneutral molecules that included a hydrostatic pressure gradient as driving force for the net water flux. With this in mind, it should be evident that our treatment of solvent drag agrees with the original definition. Aiming at solvent drag:
There is strong dependence of \( {\Phi}_{Na}^{tj} \) on \( {P}_{Na}^{tj} \) (see Table 1). However, unlike paracellular transport, the overall tubule function is insensitive to a 10× decrease in \( {P}_{Na}^{tj} \), which on the other hand leads to 11.3 times increase in paracellular solvent drag. Thus, even though the transepithelial potential difference is negative, our quantitative analysis predicts that solvent drag in tight junctions prevents passive back leak of Na+ to tubule lumen, which is contrary to information given in medical textbooks (Boron and Boulpaep 2017).
3.3 Inhibition of the Na+/K+ Pump
The lateral Na+/K+-ATPase energizes ion and water fluxes through the epithelium (Garg et al. 1981; Gyory and Kinne 1971), and owing to the very high expression of the enzyme in proximal tubule (Jørgensen 1986), pump currents may have significant electrophysiological and hydrodynamic effects. Inhibiting the Na+/K+ pump by a 50× reduction of \( {P}_{Na^{+},{K}^{+}}^{lm, pump} \) (Eq. 4a) is shown in Fig. 3. The time course of inhibition is given by,
Here, c(0)/c(∞) = 50 and τ = 0.1 s. Due to the voltage dependence of the pump current, the instantaneous membrane depolarization is fast and large. Computations given by the model (Fig. 3a) predict an ouabain-induced cell depolarization of 40 mV for a pump current of 155 μA cm−2. This is to be compared to a pump-generated hyperpolarization of 15–20 mV of the inward facing membrane of frog skin for pump currents of 40–50 μA cm−2 (Nagel 1980), and a 1.8 mV hyperpolarization of giant axon caused by a pump current of 1.8 μA cm−2 (Hodgkin and Keynes 1955). Our conclusion here is that the contribution of the pump current to the membrane potential has evolved for serving tissue specific functions of the Na+/K+ pump; in proximal tubule, the pump serves the returning of a large volume of isosmotic fluid to the extracellular fluid which requires high activity of the Na+/K+-ATPase. In the skin of frogs on land the function of the sodium pump is to return Na+ (and Cl−) to the body fluids during evaporative water loss from the cutaneous surface fluid generated by subepidermal mucous glands (Larsen 2011). Finally, electrical signalling in excitable cells relies on the membrane potential being uniquely given by the ratio of the membrane’s Na+ and K+ permeabilities (Hodgkin 1958), which presupposes relatively very low activity of the Na+/K+-ATPase. Secondary to the voltage dependent sudden decrease, the pump flux decreases further but with a longer time constant caused by the relatively slow redistribution of cellular cation pools (Fig. 3b). With negatively charged intracellular macroions, the working of the pump keeps the cell from swelling and bursting, which otherwise would take place due to the continuous inflow of Na+ (and Cl−), conf. the theory of Gibbs-Donnan equilibrium (Sten-Knudsen 2002). Thus, concomitant with accumulation of cellular Na+ and Cl−, the cell swells (Fig. 3b). The sudden reduction in pumping of Na+ into the lateral intercellular space and the slow cellular ion gradient dissipations result in reduction in osmolarity and volume of lis that takes place with similar fast and slow time courses (Fig. 3c). The coupling of the pump flux and the water flow across the lateral membrane as indicated in Fig. 3c is discussed in detail in Sect. 3.5. The rate of exit of fluid into the serosal compartment is governed by the hydrostatic pressure difference between the lateral intercellular space, plis, and serosal compartment, pi of 1 atm (Fig. 3d).
3.4 Effect of Adding Glucose
Sodium and water absorption increase significantly together with apical membrane depolarization if organic solutes are added to the tubular perfusion solution (Lapointe and Duplain 1991). In rabbit and rat proximal convoluted tubules, significant effects on the rate of fluid absorption were observed upon removal of luminal glucose and other metabolites (Burg et al. 1976; Frömter 1982). We have chosen values of independent variables governing apical Na+ uptake (Eqs. 1a–3a) for reproducing studies simulating the abovementioned significant effects of glucose. Thus, in the following, fluxes carried by Eq. (3a) are significant as compared to fluxes generated by Eqs. (1a) and (2a). The computed steady state with the physiological concentration of 5 mM glucose is shown in Fig. 4. The pertinent findings can be summarized. In steady state, the cellular glucose concentration is about twice that of the external concentration. Compared to Fig. 2 with no glucose, \( {C}_{Na}^{cell} \) is increased while \( {C}_K^{cell} \) is decreased, leading to 3% cell swelling from 2,366 to 2,436 fL. Such a small cell volume change indicates a priori an insignificant increase in intracellular chloride concentration, which is confirmed quantitatively by numbers given by the model, \( {C}_{Cl}^{cell} \) = 21.8 and 22.5 mM, respectively. The glucose-induced hyperpolarization of the transepithelial potential difference of −0.45 mV from −1.78 to −2.23 mV, compare Fig. 2 with Fig. 4, is comparable in absolute magnitude to that of rat proximal tubule, −0.36 ± 0.22 mV, mean ± S.D. (Frömter 1982). In the same study, Frömter perfused rat tubule in situ with Ringer’s solution containing 30 mM bicarbonate in the perfusion solution. Prior to glucose, the transepithelial potential difference was lumen positive but becoming lumen negative, as predicted by model computation, when perfused with 3 mM glucose. The stimulated sodium pump flux results in increased osmolarity of lis together with an increased water uptake from 34 to 46 nL cm−2 s−1. The deviation (Δ) from isosmotic transport becomes significantly larger following addition of glucose, i.e., Δ = 16 mosM and Δ = 29 mosM as indicated in Figs. 2 and 4. The increased fluid uptake discussed above includes an increased flow of fluid in tight junctions, from 12.7 to 19.3 nL cm−2 s−1, which results from increased osmolarity of lis from 305 to 311 mosM. Due to convection, this has direct effect on cation fluxes in tight junctions; e.g., for \( {P}_{Na}^{tj} \) = 1.25 × 10−3 cm s−1 is \( {J}_{Na}^{tj} \) increased from 380 to 662 pmol cm−2 s−1. The number of 662 pmol cm−2 s−1 obtained with glucose in luminal solution is probably the better estimate of the paracellular Na+ reabsorption driven by solvent drag in proximal convoluted tubule.
In Fig. 5 are shown time-dependent states induced by 60-s bilateral exposure to 5 mM-glucose. By choosing τ = 0.1 s (Eq. 25), the time course of cell variables given in Fig. 5 is reflecting characteristic times of intracellular pools of the “functional syncytium.” Due to the electrogenic nature of the apical Na+-glucose transporter (Eq. 3a), the cell membrane potential depolarizes by 7 mV (Fig. 5d), which is comparable to 5.7 mV ± 2.0 in rat (Frömter 1982). In the same study, Frömter found that the resistance of the brush border membrane decreased to 52.8 ± 12% (mean ± SD) of its control value. In the model, apical membrane resistance dropped from 313 to 96 Ω cm2, i.e., to 31% of the control value. A plausible reason for the difference between experiment and computation is that Frömter had 3 mM glucose in the luminal perfusion solution as compared to our 5 mM glucose (Eq. 3a). Thus, with 3 mM glucose, the computed apical membrane resistance dropped to 46% of the control value which is within the abovementioned experimental range (details not shown). As a novel result, it should be noted that the addition of glucose also leads to “instantaneous” increase in \( {J}_{Na}^{lm, pump} \) (Fig. 5a, green graph) which is the consequence of the pump current being an instantaneous function of lateral membrane potential (Eq. 4a). The effect of activating rheogenic Na+ uptake across the apical membranes on Na+ pumping rate at the lateral membrane and the associated enhanced rate of fluid uptake constitute a mechanism of “cross-talk” that is not described before. The depolarization is about the same for apical and lateral membranes, because the cell is “short-circuited” by the low-resistance paracellular shunt, cf. time course of Vtrans shown in Fig. 5d. Subsequently, \( {J}_{Na}^{lm, pump} \) increases slowly governed by slow increase in \( {C}_{Na}^{cell} \) (Fig. 5b).
The cell depolarization indicated in Fig. 5d decreases the Na+ flux in apical GHK-rectifying Na+ channels, conf. Eq. (1a) (Fig. 5a purple graph). In recordings of the total membrane current, this would be masked by the larger Na+ flux via the Na+-glucose transporter (Fig. 5a). The decrease in \( {C}_K^{cell} \) from 116 to 106 mM (Fig. 5e), concomitant with the increase in \( {C}_{Na}^{cell} \), should be compared with the small cell swelling mentioned above, which by and large is caused by the accumulated electroneutral glucose (Fig. 5b, e). This conclusion is in agreement with microscopically observed cell volume changes in microperfused proximal convoluted tubule of rabbit kidney (Burg et al. 1976).
In conclusion, the model reproduces measured glucose effects on Na+ fluxes, electrophysiology, and cell volume. Besides stimulated transepithelial Na+ and glucose fluxes fluid uptake as well is increased. It is noteworthy that the solute-coupled fluid flux is predicted to become more hyperosmotic when the proximal kidney tubule is engaged in glucose reabsorption, i.e., 316 mosM versus 335 mosM, which should be compared to “bath” osmolarities of 300 and 305 mosM, respectively.
3.5 Blocking Water Channels of Apical Membrane
Reducing the osmotic permeability of the apical membrane from 0.449 × 104 to 0.449 μm s−1 results in elimination of translateral water flow with hardly detectable effects on rate of active Na+ uptake and overall transepithelial water absorption, the latter being 34.0 and 35.5 nL cm−2 s−1, respectively (Figs. 2 and 6). At the new steady state with little change in apical flux of sodium ions, the pumping of Na+ into lis is also changed by a small amount by the above maneuver, \( {J}_{Na}^{lm, pump} \) = 4,816 and 4,837 pmol cm−2·s−1, respectively (Figs. 2 and 6). Water is now forced to take the paracellular route. Osmolarity and hydrostatic pressure of lis, governing entrance and exit of water across tight junction and interspace basement membrane, respectively, energize the significantly increased water flux along the paracellular route. The larger ion concentrations of lis result in increased convection-electrodiffusion fluxes through ibm as reflected in the increased osmolarity to 359 mosM of the fluid emerging from lis (Fig. 6).
The relationships described above can be analyzed in detail by inspecting time-dependent states following a mono-exponential reduction of \( {P}_f^{am} \) from 0.449 × 104 to 0.449 μm/s governed by τ = 1 s (Eq. 25); see Fig. 7a–f. The initial response to “eliminating” the apical water permeability is a shift of water volume from cells to lis driven by the difference in osmolarity between the two compartments, which is maintained by pumping of Na+ into lis (Fig. 7a). In the beginning, where volume shift is fast, \( {C}_{Na}^{cell} \) increases rapidly, whereby the Na+ pump flux is transiently stimulated (Fig. 7b). This lasts for about 20 s, where the osmolarity of lis of a relatively small volume increases toward its new steady-state value. While \( {C}_{Cl}^{cell} \) increases transiently, the concentration of nondiffusible anions increases in parallel with loss of cell volume (Fig. 7c). The increase in osmolarity of lis drives fluid into lis from the luminal solution (Fig. 7d), which brings ions into the compartment by solvent drag (Eq. 6). At the beginning of lis-volume expansion, plis is too low for preventing a decrease in the flux of fluid across ibm, \( {J}_V^{ibm} \), conf. Eq. (9b) (Fig. 7e). This is transient, however; the continued influx of fluid across tight junction causes plis to increase, which enhances the fluid efflux across ibm into the serosal compartment. The new steady state is reached when \( {J}_V^{ibm} \) matches \( {J}_V^{tm} \) (Fig. 7e, \( {J}_V^{lm} \) = 0 at all times). The significantly increased solute concentrations of lis combined with relatively large ion diffusion permeabilities of ibm (Eq. 6) causes the osmolarity of the fluid exiting the epithelium to increase to 359 mosM, which now becomes hyperosmotic by 59 mosM.
With isosmotic luminal perfusate and bath solutions, Schnermann et al. (1998) found that the fluid absorption rate in the S2 portion was halved in AQP-1 knock-out [−/−] mice; expressed in nL per mm tubule length, the rate dropped from 0.64 ± 0.15 (wild type, n = 8) to 0.31 ± 0.12 (−/−, n = 5). Our analysis presented above showed that a very significant reduction in the number of water channels of the luminal membrane effectively eliminated cellular water fluxes but did not per se reduce the transepithelial absorption of water when studied at transepithelial osmotic equilibrium, where the rate of transepithelial water uptake as found by Solomon’s group (Windhager et al. 1959) is being directed by the rate of active Na+ uptake. Therefore, it might well be that the observed significant reduction in fluid absorption in AQP-1(−/−) mice observed by Schnermann et al. (1998) would have to be ascribed to the authors’ concomitantly reported reduction in active Na+ absorption. For testing this hypothesis, we studied the effect of reducing the rate of Na+ absorption on transtubular water absorption; see Fig. 8. Wild type and AQP-1 knock-out show similar reduction in rate of fluid uptake in response to reduction in the rate of transepithelial Na+ uptake, here expressed as volume flow out of lis, cf. the time course of \( {J}_V^{ibm} \) in Fig. 8a, b. The transepithelial water flow in Fig. 8b is entirely paracellular so the lack of translateral water uptake is reflected in an increased transjunctional water flux and osmolarity of lis, compare Fig. 8d with Fig. 8c. The decisive influence on water absorption of the rate of active Na+ flux across the lateral membrane is well documented by the computed relationships between transepithelial water uptake and the rate of pumping of Na+ into the lateral space in wild type and apical AQP-1 knock-out, respectively; see Fig. 9.
3.6 Volume Response of the Epithelium to a Luminal Osmotic Pulse
Exposure of the epithelium to a luminal hyperosmotic pulse results in reversible cell shrinkage (Fig. 10a, b). This is similar to rabbit proximal straight tubule, which does not exhibit volume regulatory increase (Kirk et al. 1987). Volume of the lateral intercellular space increases (Fig. 10c), reflecting that the influx of water from cells to lis exceeds the efflux of water to luminal bath through tight junctions. The explanation for this is obvious: the osmotic water permeability of apical and lateral plasma membranes is larger than that of tight junctions; there is, therefore, a flow of water from cells to lis, which swells. The loss of cell volume is quantitatively reflected in the increase in concentration of nondiffusible anions (Fig. 10d), a principle that was applied by Reuss (1985) for real-time monitoring of volume changes of epithelial cells in studies of cell volume regulation. The transient increase in osmolarity of cells and lis follows the external osmotic pulse in such a way that lis remains hyperosmotic to cells at all times maintained by lateral Na+/K+ pump (Fig. 10e, f).
3.7 Uphill Water Transport and Intraepithelial Water Fluxes
In Fig. 11, a non-permeable electroneutral solute is added in steps of 5 mosM to the luminal compartment. The two examples are with and without 5 mM glucose, respectively. In both cases, the relationship between water fluxes emerging from the lateral intercellular space and osmotic driving force is near-linear, displaying x-axis intercepts of −27 and −37 mosM, respectively. Thus, the model reproduces “uphill” water transport as observed in proximal tubule of rat (Green et al. 1991) and mice (Schnermann et al. 1998) and generated by previous models of leaky epithelia (Weinstein and Stephenson 1981; Larsen et al. 2000, 2009). In the literature, an (apparent) osmotic permeability of the epithelium is calculated by:
where \( {\overline{V}}_W \) = 18.1 cm3/mol is the molar volume of water at 310 K. From the slope of linear fits, \( {P}_f^{epit} \) = 680 μm s−1. This is significantly smaller than the rate-limiting osmotic permeabilities of apical entrance pathways, \( {P}_f^{am}+{P}_f^{tj} \) = 4,490 + 2,500 = 6,990 μm s−1. To explain this discrepancy, we will study nonstationary water fluxes between intraepithelial compartments by model computations, which cannot be studied by experiment. Figure 12 depicts the response of the apical membrane water flux to a 30 mosM pulse applied to luminal compartment. Prior to the pulse, the water flux is 21.3 nL cm−2 s−1. The “instantaneous” response is a fast reversal of the water flux to −197 nL cm−2 s−1, driven by the imposed osmotic pulse, followed by relaxation toward an inward stationary flux of 35.1 nL cm−2 s−1 at the end of the pulse. While this inward water flux is energized by ATP hydrolysis at the lateral Na+/K+ pumps, the time course of the relaxation depends on the compliance of the lateral plasma membrane; the more resilient the membrane, the longer it takes to achieve the new stationary flux, and for large μlm, the water flux response is heavily attenuated as compared to the squared shape of the osmotic pulse. The standard compliance constant of the lateral membrane, μlm = 2.5 × 10−3 Pa−1, is taken from experiments on Necturus gallbladder (Spring and Hope 1978). As seen, this gives rise to transients of a few seconds duration. At the prevailing sampling rate of 300 Hz, the amplitude of the “instantaneous” response is 21.3 + 197 = 218 nL cm−2 s−1 corresponding to an apparent osmotic permeability, \( {P}_f^{am} \) = 4,037 μm s−1. This is significantly larger than the estimate provided by the method of Fig. 11, and much closer to, but not identical with the model’s permeability of, \( {P}_f^{am} \) = 4,490 μm s−1. This is not due to the sampling rate of 300 Hz being too slow (not shown), but because the osmotic permeability of the “network” of epithelial membranes distributes “instantaneously” water fluxes between intraepithelial compartments. This is illustrated in Fig. 13a–d, where the analysis is extended for covering all intraepithelial water fluxes. Quasi-stationary states are achieved for all fluxes within the pulse length of 10 s; the numbers given in the four panels verify consistency of intraepithelial fluxes.
3.8 Isosmotic Transport
The present study shows that a physiological variation of the rate of fluid absorption by proximal tubule of constant osmotic membrane permeabilities results in predictable variation in osmolarity of transported fluid. For example, an osmolarity of transported fluid of 316 mosM becomes 335 mosM when the rate of fluid absorption is increased by adding glucose to the external solutions (Figs. 2 and 4). Decreasing the osmotic permeability of the luminal membrane also increased the hyperosmolarity, e.g., from 316 to 359 mosM (Figs. 6 and 7). In vitro, the proximal tubule accomplishes isosmotic transport independent of the presence of glucose in luminal perfusion solution. Thus, the above computations show that our model cannot provide an isosmotic absorbate for a given set of osmotic permeabilities. This is an important finding because it indicates that isosmotic absorption is achieved by regulation at epithelial cell level. In an experimental study designed by Ussing of the mechanism of isosmotic transport by the small intestine, Nedergaard et al. (1999) observed that sodium ions are recirculated from the serosal solution via cells back into the lateral intercellular space, which suggested a mechanism for regulating the osmolarity of the transported fluid. In the small intestine (Larsen et al. 2002) and amphibian skin (Larsen et al. 2009), the recirculation pathway would be the 1Na:2Cl:1K cotransporter studied by Frizzell et al. (1979), Ferreira and Ferreira (1981), and Ussing (1985), respectively. In the heterocellular proximal tubule with absorption of Na+, Cl−, and HCO3−, one would expect that different segments handle recirculation by different cotransporters depending on whether Cl− or HCO3− are transported together with Na+. For illustrating the significance of regulated ion recirculation in the minimalistic model of the proximal tubule, we introduced a 1Na:1Cl cotransporter of the serosal membrane and adjusted the fluxes carried by this transporter until an overall isosmotic fluid transport was achieved. The result is shown in Fig. 14. It can be seen that a recirculation of \( {J}_{NaCl}^{sm} \) = −293 pmol cm−2 s−1 results in truly isosmotic transport of 300 mosM; this is associated with an increase of \( {C}_{Na}^{cell} \) from 16.2 to 18.8 mM and an increase of \( {C}_{Cl}^{cell} \) from 21.8 to 31.4 mM. The concomitant increase in active Na+ pump flux from 4,816 to 5,107 pmol cm−2 s−1 indicates that the extra metabolic load of generating truly isosmotic transport would be modest, 100 (5,107 − 4,816)/4,816 = 6.0%, compared to the results of Fig. 2 obtained with no recirculation.
4 Discussion
Our previously published analytical model of transporting epithelia (Larsen et al. 2002) is here extended for analyzing transient states evoked by perturbing independent variables for simulating commonly applied experimental protocols. This has allowed us to deal with time-dependent dynamic interactions of ion and water fluxes through the epithelium and, for the first time, between subepithelial compartments. The updated model also contains equations for the Na+/K+ pump and the Na+-glucose transporter (SGLT2) with new equations for these transport systems’ contribution to the electrical conductance of the plasma membranes. The model was shown to be quite sufficient for giving answers to a number of pertinent problems in kidney physiology that presupposes quantitative biophysical analysis. The check on these points was provided by comparing published experimental observations with predictions given by the model.
4.1 The Coupling Between Active Sodium Transport and Fluid Uptake
The model reproduces a large number of observations based on a physiologically plausible set of input variables such as intracellular ion composition, membrane potentials and resistances, cell volumes, and transepithelial fluxes of water and ions all in agreement with proximal convoluted tubule in situ and microperfused tubule segments (Figs. 2 and 4). Ion composition, hydrostatic pressure, and volume of the lateral intercellular space, inaccessible to measurements in a transporting epithelium, are obtained at any physiological condition. The convection-electrodiffusion equation for tight junction transport provides basis for discussion of leak fluxes associated the reabsorption of the major fraction of the ultrafiltrate. Interestingly, based upon the convection-electrodiffusion equation (Eq. 6), calculations shown in Figs. 4 and 6 and in Table 1 predict as a novel result that passive back leaks would be prevented by solvent drag in tight junctions in the initial segment of proximal tubule, where the electrochemical driving force otherwise would return a component of the Na+ flux to the tubule lumen.
This seems to be a suitable point at which to emphasize that absorption by proximal tubule of K+ requires active uptake mechanism, here given by Eq. (2a), because paracellular solvent drag turned out to be quite insufficient, see Sect. 3.1, underscoring the importance of the experimental study by Wilson et al. (1997). By choosing appropriate value of the intrinsic parameter, KNaK2Cl, am of Eq. (2a) we could direct the overall transepithelial K+ absorption so that the potassium ion concentration of the absorbate becoming close to that of the interstitial fluid. [Results of such a use of the model are independent of the molecular mechanism of active K+ uptake]. Thus, governed by the same value of KNaK2Cl, am in Figs. 2 and 4, the K+ concentration of the absorbate calculates to be 5.2 and 4.1 mM, respectively. With a fluid absorption rate of 120 l/day by proximal tubule of human kidney the extracellular K+ concentration could possibly not be maintained within physiological values unless the [K+] of the absorbate is regulated at epithelial cell level to be within a range not much different from the physiological range stated to be between 3.8 and 5.0 mM (Hall 2016). By emphasizing the necessity of active K+ absorption by proximal tubule and the significance of achieving a [K+] of the absorbate that is not much different from that of the serosal fluid our analysis has pointed out two important questions for future studies: (1) identification of the molecular mechanism of active transport across the apical membrane, and (2) disclosure of the nature of coordination of the rate of fluid absorption and the flux of K+ absorption, respectively, for securing near-extracellular [K+] of the absorbate.
The model predicts the well-established stimulation of Na+- and fluid absorption by glucose (Figs. 4 and 5). Of particular interest, the new kinetics- and conductance-equations for SGLT2 (Eqs. 3a, 3c) predict the membrane depolarization and decrease in apical membrane resistance caused by glucose absorption, as observed in a microelectrode study by Frömter (1982). With reference to Fig. 4, computed for 5 mM external glucose, the reversal potential of the SGLT2 transporter is given by the expression (cf. Methods),
This is 100 mV above the membrane potential of −79 mV indicating that our conclusion of glucose absorption by the reversible SGLT2 is robust. It is a new and physiologically significant finding of our study that the voltage dependence of the active Na+ flux (Eq. 4a) predicts an overlooked “cross-talk” mechanism between apical rheogenic Na+ uptake and active Na+/K+ pump fluxes across the lateral membrane. The physiological implication of this mechanism is indicated by the secondary effect on rate of fluid uptake and a higher osmolarity of the fluid exiting the epithelium via the lateral intercellular space (Fig. 4).
4.2 Eliminating the Osmotic Permeability of Apical Membrane
An intriguing result was obtained when a simulation of aquaporin knock-out showed that water uptake at transepithelial osmotic equilibrium is not significantly changed after elimination of the osmotic permeability of the apical membrane: JV = 34.0 nL cm−2 s−1 for \( {P}_f^{am} \) = 4,490 μm s−1 and JV = 35.4 nL cm−2 s−1 for \( {P}_f^{am} \) = 0.449 μm s−1, respectively (Figs. 2 and 6). This maneuver effectively blocked the translateral water flux and forced the water absorption to be entirely paracellular (Fig. 6). This response was analyzed in detail by following the development of nonstationary states toward the new steady state. By predicting an increase in the osmolarity of the lateral intercellular space, the analysis provided the biophysical mechanism for the large increase in osmolarity of the absorbate (Fig. 7). The experimental study by Schnermann et al. (1998) showed that AQP-1-null mice exhibited a tubular fluid absorption that is 50% of that of AQP-1(+/+) mice. In our analysis of this finding, we showed that the rate of fluid absorption is given by the rate at which sodium ions are pumped into the lateral intercellular space, independent of the pathway taken by water (Figs. 8 and 9). Therefore, we can conclude that the observed significant decrease in rate of fluid absorption in AQP-1(−/−) mice has to be ascribed solely to the authors’ concomitantly reported reduction in active Na+ absorption. The computed relationship between transepithelial water uptake and active flux of sodium ions (Fig. 9) is a general and fundamental feature of fluid transporting epithelia.
The general applicability of the present study is underscored by pointing out that our analysis eliminates the paradox discussed by Wittekindt and Dietl (2019) that aquaporins in the lung facilitate osmotic water transport, whereas their contribution to water fluxes at near-isosmotic conditions was concluded “elusive.” Our analysis of this problem leads to the conclusion that also in the lung are aquaporins of physiological importance for isosmotic transport with the rate of water transport given by the active sodium flux, that is, not by expression of aquaporins. This applies to AQP-1(−/−) engineered lung epithelia as well where the water flow is redirected to the paracellular pathway at a rate given by the active Na+ flux (conf. Figs. 2 and 6).
4.3 Transepithelial Osmotic Permeability Versus Osmotic Permeability of Individual Membranes
The substantial discrepancy between the osmotic permeability of the epithelium obtained by transepithelial osmotic step experiments and the significantly larger experimentally estimated osmotic permeabilities of individual plasma membranes (Carpi-Medina et al. 1984; Gonzáles et al. 1984; Schafer et al. 1978) was characterized by Weinstein (2013) as “one of the confusing features” of epithelia specialized for isosmotic transport. Our analysis provided the mechanistic explanation for this “confusing feature” by revealing how lateral Na+/K+ pumps on a time scale of about 1 s energize redistribution of water flows between intraepithelial compartments that in the end results in relatively small changes in transepithelial water fluxes and uphill water transport across the epithelium (Figs. 11, 12 and 13). This result illustrates the advantage of our dynamic model over and above the steady-state model of Weinstein (2013) which requires a hypotonic luminal space for generating an absorbed fluid that is “isosmotic to plasma.” Our computational analytical method providing time-dependent states of physical variables enabled us to study the time course of intraepithelial water redistributions that result from an imposed external osmotic pulse. Obviously, a “transepithelial osmotic permeability” calculated from this type of experimental protocol is inadequate for functional characterization of the transporting epithelium (Figs. 9 and 12). Furthermore, the result of our analysis shows that Weinstein’s concept of “intraepithelial solute polarization” cannot be ascribed physical significance. In conclusion, it is a result of significant physiological implications that the osmotic permeability of the whole epithelium \( {P}_f^{epit} \) has ambiguous biophysical meaning and should be abandoned in studies of water fluxes across intact epithelia.
4.4 Truly Isosmotic Transport
In the standing gradient theory of isosmotic transport by Diamond and Bossert (1967), sodium pumps are located in the closed apical end of the lateral intercellular space. It was hypothesized that for a particular set of independent variables such as active pumping rate, diffusion coefficients in lis of unstirred fluid, and physical dimensions of the space, this model would have capacity to generate isosmotic transport. The theory directed fresh approaches to the problem of solute-coupled fluid transport and broadened the field by including epithelia of a larger number of animal species adapted to a variety of habitats as reviewed in Berridge and Oschmann (1972). The theory is now abandoned because pumps are uniformly distributed in the lateral membrane or concentrated near the basal end, tight junctions are permeable to both ions and water, and the lateral space cannot be assumed unstirred. Importantly, however, Diamond and Bossert’s theoretical approach gave rise to a clear formulation of the fundamental problem of isosmotic transport. In the authors’ own words (loc. cit. page 2077), “two forces are responsible for carrying solute out the open mouth of the system: the diffusion of solute down its concentration gradient, and the sweeping effect of water flow upon solute. Any factor that increases the relative importance of diffusion will make the emergent fluid more hypertonic, while factors increasing the relative importance of water flow are associated with a more nearly isotonic emergent fluid.”
Mathematical models of today are significantly different from the Diamond and Bossert model; the fluid of the lateral intercellular space is assumed well stirred, tight junctions are ion- and water permeable, a basement membrane is separating lis and serosal compartment, and hydrostatic pressures and membrane potentials constitute driving forces for water and ion flows. Furthermore, in our treatment of convection-electrodiffusion at the interfaces limiting the lateral intercellular space from outside and inside compartments, respectively, we introduced an expanded version of Hertz’ equation (Larsen et al. 2002). Nevertheless, in general terms, our computations underscored the above conclusion of the Diamond-Bossert paper.
A study applying the pre-steady-state theorem (Sten-Knudsen and Ussing 1981) for separating paracellular and transcellular radioactive Na+ fluxes in small intestine indicated recirculation of sodium ions from serosal solution bath back into lateral space via the transporting epithelial cells (Nedergaard et al. 1999). Our subsequent theoretical analysis (Larsen et al. 2002) indicated that the fairly large recirculation fluxes of the above study follow logically from the relatively small osmotic permeability of small intestine. The present study indicates that in the highly water permeable proximal tubule the putative Na+ recirculation flux necessary for isosmotic transport would be small and probably too small for being measured. This prediction focuses future research on the precise nature and operation of the serosal Na+ cotransporters that may mediate Na+ recirculation in the different segments of proximal tubule.
5 Additional Information
Competing Interests
None declared.
Author Contributions
EHL contributed to the conception of the work. JNS developed the FORTRAN program including the numerical methods. EHL provided mathematical equations, performed most of the computations, and wrote the first draft of the manuscript that was further edited by both authors. Both authors have approved the final version of the manuscript and agree to be accountable for all aspects of the work and qualify for authorship. No one else qualify for authorship.
Funding
This work was supported by grant CF17-0186 from the Carlsberg Foundation.
Change history
19 August 2020
The chapter ‘Stationary and Nonstationary Ion and Water Flux Interactions in Kidney Proximal Tubule: Mathematical Analysis of Isosmotic Transport by a Minimalistic Model’ has now been made available open access under a CC BY 4.0 license.
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Appendices
Appendix 1: Nomenclature
See also overview in Fig. 1b.
Variables or constants and their definition | Symbol |
---|---|
Concentration of j (Na+, K+, Cl−, A−, or glucose) in compartment comp (o, cell, lis, or i) | \( {C}_j^{comp} \) |
Osmolarity of compartment indicated by superscript (o, cell, lis, or i) | πcomp |
Hydrostatic pressure of compartment indicated (o, cell, lis, or i) | pcomp |
Electrical potential of compartment indicated (o, cell, lis, or i) with ψi ≡ 0 | ψcomp |
Transepithelial potential difference, ψo − ψi | Vtrans |
Electrical potential difference between o and cell, ψo − ψcell | Vam |
Electrical potential difference between cell and lis, ψcell − ψlis | Vlm |
Electrical potential difference between cell and i, ψcell − ψi | Vsm |
Passive permeability of j in membrane m (am, lm, sm, tj, ibm) | \( {P}_j^m \) |
Reflection coefficient of j (Na+, K+, Cl−, glucose) in m (tj, ibm) | \( {\sigma}_j^m \) |
Flux of j (= Na+, K+, Cl−, glucose) across m (am, lm, sm, tj, ibm) | \( {J}_j^m \) |
Electrical current carried by j (Na+, K+, Cl−) across m (am, lm, sm, tj, ibm) | \( {I}_j^m \) |
Integral ion (j) conductance of membrane m | \( {G}_j^m \) |
Water volume flux across m (am, lm, sm, tj, ibm) | \( {J}_V^m \) |
Hydraulic conductance of membrane m (am, lm, sm, tj, ibm) | Lm |
Osmotic permeability of m (am, lm, sm, tj, ibm) | \( {P}_f^m \) |
Relative compliance constant of membrane m (am, lm, sm) | μm |
Absolute compliance constant of lm | \( {\overline{\mu}}^{lm} \) |
Empirical constant of 1Na:1K:2Cl cotransporter of membrane m | KNaK2Cl, m |
Empirical constant of 1Na:1Cl cotransporter of membrane m | KNaCl, m |
Apparent dissociation constants of Na+ binding of Na+/K+ pump at lm | \( {K}_{Na^{+}}^{pump, lm} \) |
Apparent dissociation constants of K+ binding of Na+/K+ pump at lm | \( {K}_{K^{+}}^{pump, lm} \) |
Turnover constant of Na+:glucose transporter at am | \( {P}^{Glu\cdot {Na}^{+}} \) |
Empirical apparent dissociation constant of Na+:glucose transporter at am | \( {K}_{Glu}^{Glu\cdot Na} \) |
Empirical apparent dissociation constant for glucose of Na+:glucose transporter at am | \( {K}_{Na^{+}}^{Glu\cdot Na} \) |
Maximum turnover of glucose exchanger at lm | \( {J}_{Glu}^{\max, lm} \) |
App dissociation const. of symmetrical carrier at lm | \( {K}_{Glu}^{lm} \) |
Turnover constant of Na+:glucose transporter at am | \( {P}^{Glu\cdot {Na}^{+}} \) |
Temperature in K | T |
Faraday | F |
Universal gas constant | R |
Appendix 2: Independent Variables
Name | Symbol | Value | MKSA unit |
---|---|---|---|
Hydraulic conductance of am | L am | 3.1370d−11 | m3 s−1 N−1 |
Hydraulic conductance of sm | L sm | 3.5000d−14 | m3 s−1 N−1 |
Hydraulic conductance of lm | L lm | 3.4980d−11 | m3 s−1 N−1 |
Hydraulic conductance of tj | L tj | 3.1370d−11 | m3 s−1 N−1 |
Hydraulic conductance of ibm | L ibm | 2.3100d−07 | m3 s−1 N−1 |
Na+ concentration of outside compartment | \( {C}_{Na}^o \) | 146 | mol m−3 |
K+ concentration of outside compartment | \( {C}_K^o \) | 4 | mol m−3 |
Cl− concentration of outside compartment | \( {C}_{Cl}^o \) | 150 | mol m−3 |
Concentration of non-diffusible solute of outside compartment | \( {C}_S^o \) | Protocol dependent | mol m−3 |
Glucose concentration of outside compartment | \( {C}_{glu}^o \) | 0, 3 or 5 | mol m−3 |
Na+ concentration of inside compartment | \( {C}_{Na}^i \) | 146 | mol m−3 |
K+ concentration of inside compartment | \( {C}_K^i \) | 4 | mol m−3 |
Cl− concentration of inside compartment | \( {C}_{Cl}^i \) | 150 | mol m−3 |
Concentration of non-diffusible solute of inside comp. | \( {C}_S^i \) | 0 | mol m−3 |
Glucose concentration of inside compartment | \( {C}_{glu}^i \) | 0, 3, or 5 | mol m−3 |
Na+ GHK permeability of am | \( {P}_{Na}^{am} \) | 0.100d−6 | m s−1 |
K+ GHK permeability of am | \( {P}_K^{am} \) | 0.274d−12 | m s−1 |
Cl− GHK permeability of am | \( {P}_{Cl}^{am} \) | 0.160d−11 | m s−1 |
Na+ GHK permeability of sm | \( {P}_{Na}^{sm} \) | 0.100d−11 | m s−1 |
K+ GHK permeability of sm | \( {P}_K^{sm} \) | 0.100d−11 | m s−1 |
Cl− GHK permeability of sm | \( {P}_{Cl}^{sm} \) | 0.100d−11 | m s−1 |
Na+ GHK permeability of lm | \( {P}_{Na}^{lm} \) | 0.300d−12 | m s−1 |
K+ GHK permeability of lm | \( {P}_K^{lm} \) | 0.120d−6 | m s−1 |
Cl− GHK permeability of lm | \( {P}_{Cl}^{lm} \) | 0.800d−7 | m s−1 |
Na+ GHK permeability of tj | \( {P}_{Na}^{tj} \) | 0.125d−6 | m s−1 |
K+ GHK permeability of tj | \( {P}_K^{tj} \) | 0.180d−6 | m s−1 |
Cl− GHK permeability of tj | \( {P}_{Cl}^{tj} \) | 0.400d−5 | m s−1 |
Glucose permeability of tj | \( {P}_{glu}^{ibm} \) | 0.950d−8 | m s−1 |
Na+ GHK permeability of ibm | \( {P}_{Na}^{ibm} \) | 0.750d−6 | m s−1 |
K+ GHK permeability of ibm | \( {P}_K^{ibm} \) | 0.110d−5 | m s−1 |
Cl− GHK permeability of ibm | \( {P}_{Cl}^{ibm} \) | 0.159d−4 | m s−1 |
Glucose permeability if ibm | \( {P}_{glu}^{ibm} \) | 0.350d−5 | m s−1 |
1Na:1 K:2Cl co-transporter constant of am | K NaK2Cl, am | 0.150d−12 | m10 s−1 mol−3 |
1Na:1Cl co-transporter constant of am | K NaCl, am | 0.100d−10 | m4 s−1 mol−1 |
Turnover constant of lateral 3Na+/2K+ pump | \( {P}_{Na^{+},{K}^{+}}^{pump, lm} \) | 0.100d−2 | mol s−1 m−2 |
Electromotive force of the 3Na+/2K+ pump | E pump | 0.2 | Volt |
Apparent dissociation constants of Na+ binding | \( {K}_{Na^{+}}^{pump, lm} \) | 3.40d0 | mol m−3 |
Apparent dissociation constants of K+ binding | \( {K}_{K^{+}}^{pump, lm} \) | 0.75d0 | mol m−3 |
Turnover constant of Na+:glucose transporter of am | \( {P}^{Glu\cdot {Na}^{+}} \) | 1.6d−8 | mol s−1 m−2 |
Apparent dissociation constant for Na+ | \( {K}_{Glu}^{Glu\cdot Na} \) | 5.d0 | mol m−3 |
Apparent dissociation constant for glucose | \( {K}_{Na^{+}}^{Glu\cdot Na} \) | 0.25d2 | mol m−3 |
Maximum turnover of glucose exchanger at lm | \( {J}_{Glu}^{\max, lm} \) | 2.0d−4 | mol s−1 m−2 |
App dissociation const. of symmetry. carrier at lm | \( {K}_{Glu}^{lm} \) | 5.0d1 | mol m−3 |
Hydrostatic pressure of outside compartment | p o | 1.01325e5 | Pa |
Hydrostatic pressure of inside compartment | p i | 1.01325e5 | Pa |
Electrical potential of inside compartment | ψi | 0 | Volt |
Mean valence of nondiffusible intracellular anions | z A | −0.75 | |
Na+ reflection coefficient of tj | \( {\sigma}_{Na}^{tj} \) | 0.70 | |
K+ reflection coefficient of tj | \( {\sigma}_K^{tj} \) | 0.70 | |
Cl− reflection coefficient of tj | \( {\sigma}_{Cl}^{tj} \) | 0.45 | |
Glucose reflection coefficient of tj | \( {\sigma}_{Glu}^{tj} \) | 0.80 | |
Na+ reflection coefficient of ibm | \( {\sigma}_{Na}^{ibm} \) | 0.03 | |
K+ reflection coefficient of ibm | \( {\sigma}_K^{ibm} \) | 0.03 | |
Cl− reflection coefficient of ibm | \( {\sigma}_{Cl}^{ibm} \) | 0.03 | |
Glucose reflection coefficient of ibm | \( {\sigma}_{Glu}^{ibm} \) | 0.03 | |
Temperature | T | 310 | K |
Faraday | F | 96,485 | C mol−1 |
Absolute compliance constant of lm | μ lm | 0.250d−2 | Pa−1 |
Reference volume of lis | Vol lis,ref | 3.10d−7 | m3 m−2 |
Cell density | D cell | 4.00d+9 | # cells m−2 |
Nondiffusible anions in cell | M A | 3.50d−13 | mol cell−1 |
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Larsen, E.H., Sørensen, J.N. (2019). Stationary and Nonstationary Ion and Water Flux Interactions in Kidney Proximal Tubule: Mathematical Analysis of Isosmotic Transport by a Minimalistic Model. In: Pedersen, S.H.F. (eds) Reviews of Physiology, Biochemistry and Pharmacology . Reviews of Physiology, Biochemistry and Pharmacology, vol 177. Springer, Cham. https://doi.org/10.1007/112_2019_16
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DOI: https://doi.org/10.1007/112_2019_16
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