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Centre for Applied Pharmacokinetic Research, School of Pharmacy and Pharmaceutical Sciences, University of Manchester, United Kingdom
(Received February 8, 2007; accepted April 26, 2007)
| Abstract |
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5) using ATP, and this process is predictable from the combined effects of pH-driven ion accumulation and unsaturable binding representing partition into membranes. The resultant predicted maximum Kp correlated strongly with the observed maximum Kp. Thus, at low substrate concentrations, the fraction of drug unbound in the hepatocyte incubation (critical for assessing drug clearance and drug-drug interaction potential) may be dependent upon saturable as well as unsaturable binding, and for lipophilic, basic drugs, this can be readily estimated assuming a common degree of uptake into lysosomes.
Determining the drug concentration available to the enzyme and/or transporter within the in vitro system is a key issue. As accumulation of drugs in hepatocytes may occur via active uptake processes and/or intracellular binding, a concentration difference may exist between hepatocytes and microsomes, and whether the drug is a bound or free entity within the cell is of importance. Intracellular binding to sites not involved in the metabolic process may be of little consequence, since the free concentration within the cell will be in equilibrium with the external incubation media concentration (Austin et al., 2005
). For microsomal preparations this has been studied extensively, and reasonable predictions may be calculated from physiochemical properties (Austin et al., 2002
; Hallifax and Houston, 2006a
). However, for isolated hepatocytes, appropriate comprehensive methods have yet to be established.
We recently reported the characteristics of drug uptake into isolated rat hepatocytes of two lipophilic, basic, prototypic drugs: imipramine and propranolol (Hallifax and Houston, 2006b
). Hepatocellular uptake studied over a wide concentration range was found to be a combination of high capacity unsaturable intracellular binding and a saturable process that was dependent on cell plasma membrane integrity; the latter process was inhibited by 18 other lipophilic amine drugs. The possible role of membrane transporter proteins in the saturable process was discussed, yet the high permeability of these drugs and their position in Class 1 in the Biopharmaceutic Drug Disposition Classification System (Wu and Benet, 2005
) confounds this explanation. In the present study, the saturable uptake characteristic of this type of drug was investigated further using quinine, fluvoxamine, and fluoxetine and the ATP inhibitor carbonyl cyanide 4-(trifluoromethoxy) phenylhydrazone (FCCP).
Uptake parameters for quinine, fluvoxamine, and fluoxetine are used together with previously described data from our laboratory (Witherow and Houston, 1999
; Hallifax and Houston, 2006b
) on imipramine, propranolol, and dextromethorphan to form a set of six drugs with a hepatocellular uptake range of 40-fold. Saturable and nonsaturable uptake processes are explored as a function of physiochemical properties. Complications due to metabolism are avoided by using the nonspecific, noncytotoxic P450 inhibitor aminobenzotriazole (Ortiz de Montellano and Correia, 1995
; Shiba and Shimanato, 1999
). Putative uptake into lysosomes is estimated for each drug based on the pH effect on ion concentration and the nonsaturable binding. The processes are combined in the form of prediction equations to estimate the total cellular uptake. The overall aims of these investigations were to examine alternative explanations for the substrate concentration dependence of hepatocellular uptake for lipophilic bases in isolated hepatocytes and to explore the complexities associated with the use of intact cellular systems in assessing drug clearance and drug-drug interaction potential.
| Materials and Methods |
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Animals and Treatment. Male Sprague-Dawley rats (240–260 g) were obtained from the University of Manchester Biological Services Unit. They were housed two to four per cage on a bedding of sawdust in rooms maintained at a temperature of 20 ± 2°C and a humidity of 45 to 55% with a 12-h light/dark cycle. They had free access to water and Standard Rat and Mouse Expanded Laboratory Diet (B and K Universal, Hull, UK).
Preparation of Hepatocytes and Incubations of Drug with Hepatocytes. Isolated rat hepatocytes were prepared from livers of male rats by collagenase perfusion using a method based on that of Berry and Friend (1969
), as detailed by Hayes et al. (1995
). Quinine, fluvoxamine, or fluoxetine was diluted with WME to give incubation concentrations of 0.01, 0.02, 0.03, 0.06, 0.1, 0.3, 1, 3, and 10 µM (quinine) or 0.1, 0.15, 0.2, 0.3, 0.5, 1, 1.5, 3, 5, and 10 µM (fluoxetine, fluvoxamine). Hepatocytes were diluted in WME containing ABT to give an incubation concentration of 1 x 106 cells/ml and a concentration of ABT of 5 mM. Substrate solution (0.25 ml), maintained at 37°C, was placed in an Eppendorf tube (0.5-ml capacity) containing a layer of silicone oil [510/50:550 (3:2, density 1.02), 0.05 ml] over a layer of sucrose solution (1 M; 0.025 ml). The tube was then placed in an Eppendorf MiniSpin microcentrifuge and the incubation was started by the addition of a portion of cell suspension (0.1 ml) that had been maintained at 37°C for approximately 15 min after preparation. After an incubation period of either 10, 30, or 60 s, the incubate was centrifuged at maximum speed for about 20 s. The tube was then placed in powdered dry ice for at least 30 min before separation of the tube tip (containing the separated cells) at a position within the oil layer, using a microtube cutter. The tube tip was collected in an Eppendorf tube (1.5-ml capacity) to which was added distilled water (0.1 ml) before analysis (see below). The remainder of the incubation tube was placed over another Eppendorf tube to collect the supernatant. The incubations described above were repeated with hepatocyte preparations from two other livers to incorporate the variability between livers and cell preparations. The stability of fluoxetine, fluvoxamine, and quinine throughout the incubation and extraction was assessed in a parallel experiment conducted as described above but without hepatocytes (replaced with WME).
To investigate the dependence of uptake on active (ATP-dependent) processes, incubations of the three drugs were performed, as above, with hepatocytes that had been pretreated with FCCP (in addition to ABT) at an incubation concentration of 1 µM (a reduction of cellular ATP by more than 90% was observed at 2 µM FCCP by Yamazaki et al., 1993
).
Analysis of Separated Cells. Cells separated into sucrose solution (0.05 ml) were mixed (vortex) with methanol (0.1 ml) for approximately 1 min. Each tube was then centrifuged using an Eppendorf microcentrifuge at approximately 10,000 rpm for 5 min, after which the supernatant was transferred to a separate tube. The extraction was repeated once and the combined organic phase was sampled (by duplicate aliquots of 0.05 ml) and analyzed by liquid chromatography-tandem mass spectrometry.
Each drug, together with dextromethorphan as internal standard, was eluted on a Luna C18(2) 50 x 4.6 mm 3-µm column (Phenomenex, Macclesfield, UK) at 40°C using either a binary or ternary gradient [comprising acetonitrile, water, and formic acid (0.01 M)] maintained at 1 ml/min by a Waters Alliance 2795 HT LC system (Waters, Watford, UK). For each assay, nine calibration standards with a blank were prepared in a matrix identical to the incubation extracts and included levels below and above the expected concentrations. The compounds were detected by multiple reaction monitoring after atmospheric pressure electrospray ionization using a Micromass Quattro Ultima mass spectrometer and quantified using Micromass MassLynx 3.5 software (Waters, Watford, UK). The accuracy of the method was assumed to be adequate as the concentrations were calculated from calibration standards prepared in the same way as the extracts (spike calibration). Values were accepted if the internal standard ratio was greater than a value equal to the calibration regression intercept plus approximately 10 times the estimated standard deviation of the intercept (lower limit of quantitation). Repeatability precision was considered adequate if duplicate sample values were within 10% of each other.
Cellular Protein and Cellular Volume. The amount of drug in cells was expressed relative to total cellular protein to correct for the differences in the number of cells between preparation batches; the cell protein was assayed using a method based on that of Lowry et al. (1951
). To express the drug in cells in terms of a concentration which could be compared with that in the external medium, a relative cell volume of 4.5 µl/106 cells was used; this value was previously determined by incubations with radiolabeled water and sucrose from several (n = 41) experiments (Hallifax and Houston, 2006b
).
Data Analysis. The concentration of drug in the cell pellet extract was used to calculate the total amount of drug in cells and hence the concentration of drug in cells (C) using the relative cell volume (see above). The concentration of drug in the external medium (M) was measured directly and the hepatocyte/medium partition coefficient (Kp) was calculated as the ratio C/M. It was assumed that the contribution of drug from the aqueous layer adherent to the separated cells was not significant (at a relative adherent volume of 95% cell volume and a Kp of 100, the contribution of the adherent medium would be
1%).
The concentration dependence of accumulation of drug in hepatocytes was described using a two-site binding model incorporating a saturable site and a linear function for unsaturated binding (eq. 1) by nonlinear regression analysis using GraFit (Erithacus Software Ltd., Horley, UK).
![]() | (1) |
Prediction of pH Effects. For basic drugs, the ratio of ionized to un-ionized drug is given in eq. 2. Moderately basic (pKa
8.5) drugs are hence highly ionized at physiological pH.
![]() | (2) |
The concentration of drug in hepatocytes will be influenced by the difference in pH between the hepatocyte cytosol (pH = 7.1–7.2, Williams and Woodbury, 1971
; Nilsson et al., 2004
) and the medium (pH = 7.4). The relative concentration of ionized drug molecules (for bases) between the cytosol and the medium is given by eq. 3.
![]() | (3) |
The Kp (ionized and un-ionized drug) resulting solely from the difference in pH between cytosol and medium will be (see Appendix 1):
![]() | (4) |
In addition, the concentration of drug in hepatocytes will be partly dependent on the pH difference between the hepatocyte cytosol and the lysosomal space (pH = 5, Myers et al., 1995
; Cuervo et al., 1997
). Chemical partition into lipophilic media is normally assumed to involve un-ionized drug; here, partition into cell membrane is assumed to involve ionized drug (virtually equivalent to total drug) because of the electrostatic interaction with phospholipids (Austin et al., 1995
; Rodgers et al., 2005
) in addition to the hydrophobic/lipophilic interaction. The difference in pH between medium and cytosol and between cytosol and intralysosomal space as well as intracellular binding can be used to calculate the overall fu for any given cell concentration (see Appendix 2):
![]() | (5) |
The overall Kp is related to fu,tot by eq. 6
![]() | (6) |
![]() | (7) |
Comparison between observed Kp values and those predicted based on intracellular pH differences was made for the three drugs in this study together with dextromethorphan (Witherow and Houston, 1999
), and imipramine and propranolol (Hallifax and Houston, 2006b
).
| Results |
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The plateau concentration values for cellular uptake used to calculate Kp were dependent on the initial concentration for all three drugs (Fig. 1, A–C). The cellular accumulation for each drug was fitted by nonlinear regression to a two-site model incorporating a high affinity, low capacity site and a low affinity, high capacity site not saturated over the concentration range studied. The mean maximum fitted values were 140 for quinine, 580 for fluvoxamine, and 2010 for fluoxetine (at <1 µM), and these decreased to a minimum of 37 for quinine, 170 for fluvoxamine, and 560 for fluoxetine (at concentrations
10 µM) (Table 1). The apparent saturable uptake equilibrium constants were between 1 and 3 µM for quinine, fluvoxamine, and fluoxetine (Table 1). The rate and extent of accumulation of drug in the cells was considered not to have been influenced by metabolism as the effect of preincubation of hepatocytes with ABT has been shown to overwhelmingly and irreversibly inhibit cytochrome P450-dependent routes (Hallifax and Houston, 2006b
).
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Uptake into Hepatocytes Treated with ATP Inhibitor. The Kp values of fluoxetine, fluvoxamine, and quinine in hepatocytes pretreated with FCCP were also dependent on the initial drug concentration but substantially reduced, at low concentrations, compared with that found in the absence of inhibitor (Fig. 1). The inhibited cellular accumulation was fitted by nonlinear regression to a two-site model (as described above) and the mean fitted maximum values were 73 for quinine, 330 for fluvoxamine, and 1300 for fluoxetine; these decreased to a minimum of 27 for quinine, 160 for fluvoxamine, and 400 for fluoxetine (Table 1).
Concentration of Drug in Cells Due to Intracellular Differences in pH. Table 2 shows certain physiochemical properties for the three drugs used in this study (quinine, fluvoxamine, and fluoxetine) together with three other basic drugs for which concentration-dependent cell Kp values have been reported, namely imipramine, propranolol (Hallifax and Houston, 2006b
), and dextromethorphan (Witherow and Houston, 1999
). For these drugs, the proportion of drug ionized at physiological pH (7.4) will be between 95.2 and 99.8 based on their pKa values. If the hepatocellular cytosolic pH is assumed to be 7.2 (Williams and Woodbury, 1971
; Nilsson et al., 2004
), the ratio between the unbound ionized drug inside and outside the cell will be approximately 1.6 for all these compounds. This ratio is close to that of total (ionized and un-ionized) drug because of the degree of ionization (eq. 4). If the hepatocellular lysosomal pH is assumed to be 5.0 (Myers et al., 1995
; Cuervo et al., 1997
), the ratio between the unbound ionized drug inside and outside the lysosomes will be approximately 160 for all six drugs.
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For each drug, the minimum Kp (at concentrations
10 µM) for hepatocytes is assumed to represent the partition into the cell membranes (Austin et al., 1995
; Hallifax and Houston, 2006b
). The ratios of maximal and minimal Kp values for the six bases were between 2.4 and 3.9 (Table 1), indicating a similar magnitude of saturable uptake for these drugs. At low drug concentrations, drug will diffuse into the lysosomes and accumulate because of the lower pH. This process could constitute the major mechanism responsible for Kp,max, as it would allow high partitioning of ionized drug. The distribution processes for the whole cell are illustrated in Scheme 1. Although ionized drug molecules may become un-ionized while located in the membrane, the partition of the ionized molecules would predominate, including within the lysosomes. The total maximum uptake into hepatocytes, including (at low drug concentrations) accumulation in lysosomes, can be predicted using eqs. 5 and 6 (Table 1) using an assumed relative cell volume of 1% (Alberts et al., 1994
); corroboration of this latter approximation is found both in histological analysis (Kumaratilake and Howell, 1989
) and by relative protein/lipid content (Zubay, 1993
). Predicted maximal Kp values ranged between 55 and 1900 and were in close agreement with those observed (Fig. 2A).
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| Discussion |
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Previously, the saturable uptake process was resolved from the nonsaturable process using either freeze-thawing or the plasma membrane permeabilizer, saponin (Hallifax and Houston, 2006b
). The nonsaturable component was considered passive and, due to the amphiphilic nature [cationic moiety (amine) located in the aliphatic part of the molecule, remote from the hydrophobic moiety] of these compounds, a combination of diffusion and subsequent binding to the phospholipid components of membranes by both electrostatic and lipophilic alignment between the phospholipid molecules is thought to occur. Membrane binding of lipophilic bases has been widely reported (Francesco and Bickel, 1977
; Fisar et al., 1991
; Austin et al., 1995
), and it is reasonable to assume that the nonsaturable component of uptake of quinine, fluvoxamine, and fluoxetine is of this nature. Another lipophilic amine that has been shown to undergo saturable uptake into hepatocytes is dextromethorphan (Witherow and Houston, 1999
). When the minimum Kp (membrane partition) for the six drugs is compared with their log P or log D7.4, there is no apparent correlation (Fig. 2B) indicating that this binding phenomenon is more complex than partition into octanol. For example, dextromethorphan shows a relatively weak partition into cells despite a relatively high log P value; the amine moiety of this drug is located close to the center of the hydrophobic cyclic part of the molecule in contrast with the other compounds, where the charge is more remote.
Basic, permeable drugs would be expected to accumulate intracellularly due to the difference between the intracellular pH and the extracellular pH, based on the relationship between pH and pKa, regardless of any active uptake or intracellular binding. On this basis, the six lipophilic amines are calculated to equilibrate at a 1.6-fold greater concentration of ionized molecules within hepatocytes. Being moderately basic (pKa = 8.5–10), these compounds are almost completely ionized and so the ratio of total drug is also about 1.6-fold greater within the cells (based on a cytosolic pH of 7.2), which represents a minor but significant accumulation of unbound drug. In addition to the pH difference between the hepatocyte cytosol and external medium, the more pronounced pH difference between the cytosol and the intralysosomal space (pH
5) is pertinent. There have been numerous reports of the phenomenon of trapping by lysosomes of basic compounds including imipramine and propranolol (Moseley and Van Dyke, 1995
; Ishizaki et al., 1996
; Siebert et al., 2004
). Maintenance of the low lysosomal pH is ATP-dependent (D'Souza et al., 1987
; Dell'Antone, 1988
; Moseley and Van Dyke, 1995
; Strazzabosco and Boyer, 1996
), and thus, the possibility that the saturable component of uptake represents the lysosomal uptake is supported by the data for uptake in cells pretreated with the ATP inhibitor, FCCP. There are numerous inhibitors of ATP-dependent processes; FCCP, however, has been shown to inhibit lysosomal pH maintenance, specifically (Dell'Antone, 1988
). Saturation may be due to pH elevation, at high concentrations of sequestered ions, by exhaustion of ATP-dependent buffering capacity. For example, if the lysosomal buffer capacity, without active maintenance, is about 1 mM, cytosolic concentrations of basic drugs of only 2 to 3 µM would raise the lysosomal pH sufficiently to lower the lysosomal uptake by about 50%. Hepatocyte cytosolic buffering capacity is in the range 10 to 20 mM (Strazzabosco and Boyer, 1996
); the buffering capacity of lysosomes is unknown. Reduction of saturable uptake of chloroquine into rat hepatocytes when exposed to 10 mM NH4Cl has been demonstrated, in a previous investigation into lysosomal uptake, by MacIntyre and Cutler (1993
).
To predict the total cell uptake when lysosomal uptake is not saturated, it is necessary to include intraorganellar binding to the lysosomes. Using Kp,min to represent partition into membranes, the contribution of partition within the lysosomes to the total cell uptake is calculated to be minor if Kp,min is dependent on unionized drug (because of the 100-fold greater proportion of ionized drug at the low lysosomal pH). However, if the Kp,min is assumed to be dependent on total drug, then the intralysosomal partition will be proportional to the greatly magnified total intralysosomal drug concentration. On this basis, the lysosomal uptake is substantial. The predicted total cellular uptake is in close agreement with that observed for the maximal uptake of the six drugs using a lysosomal pH of 5.0 (Fig. 2A). These drugs range in their lipophilicity by 2 log P units, and this correlation therefore emphasizes the dependence of the magnitude of the putative lysosomal uptake on intracellular pH distribution. The assumption that membrane partition depends on ionized molecules is justified for these compounds because the mechanism comprises a lipophilic binding within the membrane together with an electrostatic interaction (Austin et al., 1995
, 2002
; Rodgers et al., 2005
).
For unsaturable membrane partition, it seems reasonable to assume that binding to microsomes would provide a practical surrogate for the same process in cells. For the six drugs investigated in this study, we have determined the approximate concentration of hepatocytes equivalent to the concentration of microsomes given by 1 mg protein/ml, to be 3.5 x 106 cells/ml. However, if this equivalence is used to predict the fu,inc for hepatocytes at low drug concentrations, when uptake involves the saturable as well as unsaturable components, an overestimate is obtained (Fig. 2C). The appropriateness of either microsomes or denatured hepatocytes (Austin et al., 2005
) is therefore questionable for assessment of fu,inc using hepatocytes for this type of drug.
It is important to consider what impact the characteristic uptake of lipophilic amine drugs has on determination of intrinsic clearance and drug-drug interaction potential within the hepatocyte in vitro system. It is reasonable to assume that the concentration of unbound drug at the active site will be equal to the concentration of total drug in the incubation after correcting for total binding in the incubation and for the cytosolic pH difference. It should be noted that the effect of the cytosolic/external medium pH differential implies an underprediction of clearance when using noncellular systems of up to about 50%, for cationic P450 substrates; although not generally recognized, this effect is pertinent to the extensive use of microsomes for prediction of clearance. Previously, we demonstrated (Hallifax and Houston, 2006b
) the implications of this uptake in the determination of clearance by measuring the time course of propranolol depletion when incubated with hepatocytes. The clearance measurement was only affected by the nonsaturable binding, which was rapid compared with the rate of saturable uptake. For this type of assay, it was apparent that the relative rates of uptake and metabolism are an important consideration for the hepatocyte system. However, because of the predominance of metabolic clearance for this particular drug, it was not possible to assess whether the saturable uptake of these drugs involved intracellular accumulation of unbound drug, such as has been observed for other drugs (Lam and Benet, 2004
).
Saturability of uptake for these drugs requires that the in vitro fu is determined over a concentration range. Use of nonsaturating uptake values only, such as is implicit in the log P approach recently advocated by Austin et al. (2005
), may result in an error in the estimation of the kinetic constants KM and KI for this type of drug. The ratio Kp,max/Kp,min, such as provided by this study, may be used to correct the fu,inc due to partition, providing an estimate of the saturating concentration is available (Fig. 2D). Among the six lipophilic amines described in this report, the apparent dissociation equilibration constant varied between 1 and 70 µM; thus, it would seem appropriate to apply maximum fu,inc for incubations at greater than 10 µM and minimum fu,inc below 1 µM.
In conclusion, we have provided further evidence for lipophilic amine drugs distributing into the liver by a combination of highly favorable (>100-fold) and nonsaturating partition, with considerable enhancement (3-fold) by a saturable process at low concentrations. This saturable, apparently active, process can be explained by uptake into lysosomes within hepatocytes (rather than by membrane transport), as supported by direct evidence of similar unbound KI values for these drug in microsomes and hepatocytes (H. S. Brown, A. Chadwick, and J. B. Houston, unpublished observations). Cationic amphiphilicity, therefore, appears important both in the saturable and unsaturable uptake of these drugs, and the need to correct in vitro parameter values for the appropriate concentration-dependent fu,inc is clear.
| Appendix 1: Calculation of Kp Due to pH Difference between Cytosol and External Medium (eq. 4) |
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![]() | (A1.1) |
![]() | (A1.2) |
![]() | (A1.3) |
M can be given by
![]() | (A1.4) |
![]() | (A1.5) |
![]() | (A1.6) |
![]() | (A1.7) |
| Appendix 2: Calculation of Total Inclubation fu at Maximal Uptake (eq. 5) |
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![]() | (A2.1) |
This equation can be extended to cover a number of binding components (i) when their respective volumes (Vi) are known.
![]() | (A2.2) |
1. Ionized drug concentration ratio across the cell membrane
![]() | (A2.3) |
2. Ionized drug concentration ratio across the lysosomal membrane
![]() | (A2.4) |
3. Lipophilic partition into whole cell (nonsaturable)
![]() | (A2.5) |
4. Lipophilic partition into lysosome
![]() | (A2.6) |
![]() | (A2.7) |
| Footnotes |
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Article, publication date, and citation information can be found at http://dmd.aspetjournals.org.
ABBREVIATIONS: FCCP, carbonyl cyanide 4-(trifluoromethoxy) phenylhydrazone; Kp, cell to media concentration ratio; fu,inc, fraction unbound of total incubation; ABT, 1-aminobenzotriazole; WME, Williams' Medium E.
Address correspondence to: Professor J. B. Houston, School of Pharmacy and Pharmaceutical Sciences, University of Manchester, Manchester M13 9PT, UK. E-mail: brian.houston{at}manchester.ac.uk
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