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DMD #39354
1
Application of the fluorescent probe 1-anilinonaphthalene-8-sulfonate (ANS) to the
measurement of the non-specific binding of drugs to human liver microsomes.
James A McLure, Donald J Birkett, David J Elliot, J Andrew Williams, Andrew Rowland and
John O Miners
Department of Clinical Pharmacology, Flinders University School of Medicine, Adelaide,
Australia (JAM, DJB, DJE, AR, JOM)
Translational Oncology, Pfizer Global Research and Development, La Jolla, CA, USA
(JAW)
Current address: Metabolic Research Unit, School of Medicine, Deakin University, Geelong,
Australia (JAM)
DMD Fast Forward. Published on May 24, 2011 as doi:10.1124/dmd.111.039354
Copyright 2011 by the American Society for Pharmacology and Experimental Therapeutics.
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Running title: ANS fluorescence as a marker of drug microsomal binding.
Address for correspondence: Professor JO Miners, Department of Clinical Pharmacology,
Flinders University School of Medicine, Flinders Medical Centre, Bedford Park, SA 5042,
Australia. Telephone: 61-8-82044131. Fax: 61-8-82045114. Email:
Number of text pages (excluding Tables): 24
Number of Tables: 7
Number of figures: 2
Number of references: 32
Abstract: 250 words
Introduction: 748 words
Discussion: 1129 words
ABBREVIATIONS
ANS, 1-anilinonaphthalene-8-sulfonate; fu(mic) , fraction of drug unbound in the incubation
mixture; HLM, human liver microsomes; NSB, non-specific binding; PB, phosphate buffer
(0.1M, pH 7.4).
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ABSTRACT
The fluorescence of 1-anilinonaphthalene-8-sulfonate (ANS) in the presence of human liver
microsomes (HLM) is altered by drugs that bind non-specifically to the lipid bilayer. The
present study characterised the relationship between the non-specific binding (NSB) of drugs
to HLM as measured by equilibrium dialysis and the magnitude of the change in baseline
ANS fluorescence. Fraction unbound in incubations of HLM (fu(mic)) was determined for
sixteen drugs (12 bases, 3 acids and 1 neutral) with logP values in the range 0.1 to 6.7 at three
concentrations (100, 200 and 500 µM). Changes in ANS fluorescence induced by each of the
drugs in the presence of HLM were measured by spectrofluorometry. Values of fu(mic)
determined by equilibrium dialysis ranged from 0.08 to 1.0. Although NSB of the basic drugs
tended to increase with increasing logP, exceptions occurred. Basic drugs generally caused an
increase in ANS fluorescence, while the acidic and neutral drugs resulted in a decrease in
ANS fluorescence. There were highly significant (p < 0.001) linear relationships between the
modulus (absolute value) of the increment/decrement in ANS fluorescence and both fu(mic) (r
= 0.90 to 0.96) and log(1-fu(mic)/ fu(mic)) (r = 0.85 to 0.92) at the three drug concentrations.
Agreement between measured fu(mic) and that predicted by ANS fluorescence was very good
(< 10% variance) for a validation set of six compounds. The ANS fluorescence method
provides an accurate measure of the NSB of drugs to HLM. Physicochemical determinants
other than log P and charge type influence the NSB of drugs to HLM.
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The application of in vitro approaches to predict drug disposition parameters in humans has
found widespread acceptance over the last two decades (Houston, 1994; Ito et al., 1998;
Obach, 1999; Riley et al., 2005; Hosea et al., 2009; Lave et al., 2009). In particular, in vitro –
in vivo extrapolation has been employed to predict clearance and drug-drug interaction
potential for hepatically cleared compounds (Riley et al., 2005; Miners et al., 2006 and 2010;
Lave et al., 2009). Most commonly, in vitro intrinsic clearance for a pathway (CLint),
typically determined using human liver microsomes (HLM) or hepatocytes as the enzyme
source, is extrapolated to hepatic clearance and extraction ratio using appropriate scaling and
physiological modelling procedures. CLint may be calculated from measurement of product
formation under initial rate conditions (as Vmax/Km), or from the rate of substrate depletion.
Similarly, extrapolation of an inhibitor constant (Ki) determined in vitro allows prediction of
the magnitude of an inhibitory drug-drug interaction (Ito et al., 1998 and 2004; Miners et al.,
2010).
However, hepatic clearance and drug-drug interaction potential are frequently under-
predicted (Ito and Houston, 2005; Miners et al., 2006). Numerous methodological issues
contribute to the accuracy of predicted disposition parameters (Hallifax and Houston, 2009;
Miners et al., 2010). Notably, non-specific binding (NSB) of a drug to the in vitro enzyme
source, especially HLM, decreases the availability of unbound drug in the incubation medium
(fu(mic)) for metabolism (Obach, 1997; McLure et al., 2000; Venkatakrishnan et al., 2000;
Austin et al., 2002; Margolis and Obach, 2003). Thus, Km and Ki values are over-estimated,
resulting in under-estimation of predicted hepatic clearance and magnitude of an inhibitory
drug-drug interaction. Furthermore, complex effects on reaction kinetics may be observed
when substrate concentrations are in the saturable binding range (McLure et al., 2000).
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Measurement of fu(mic and correction for binding is therefore essential for the calculation of in
vitro kinetic parameters. Equilibrium dialysis and ultra-filtration are the most commonly
employed experimental techniques for the determination of fu(mic) and hence measurement of
this parameter can be onerous, especially early in pre-clinical drug development (Grime and
Riley, 2006). Algorithms based on published or in-house databases have been reported
(Austin et al., 2002; Hallifax and Houston, 2006; Sykes et al., 2006; Gao et al., 2008; Kilford
et al., 2008; Li et al., 2009), although most consider only charge state and lipophilicity as
variables.
Fluorescent probes provide an alternative approach to the measurement of drug binding to
HLM and other membranes. 1-Anilinonaphthalene-8-sulfonate (ANS) binds non-covalently
to the polar head groups of phosphatidylcholine present in membranes with negligible
disruption of bilayer structure (Slavik, 1982). Importantly, ANS fluorescence is inversely
proportional to the negative surface potential of the membrane (Slavik, 1982). Thus, the
binding of cations to phosphate and carboxyl groups, which decreases surface electrostatic
potential, facilitates ANS binding and fluorescence (Slavik, 1982). Consistent with the known
effects of membrane charge on ANS fluorescence, it has been demonstrated that several
drugs that are positively charged at physiological pH enhance the fluorescence of microsome-
bound ANS, whereas negatively charged drugs decrease the fluorescence of ANS in the
presence of microsomes (Diaugustine et al., 1970; Hawkins and Freedman, 1973; Birkett,
1974). These data suggest that drug induced shifts in baseline ANS fluorescence may provide
a measure of the NSB of drugs to HLM.
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Drug binding to the membranes appears to be primarily dependent on charge state and
lipophilicity (measured as log P or log D), as might be predicted from passive partitioning
into the phospholipid bilayer (Herbette et al., 1983; Austin et al., 2005; Nussio et al., 2007).
Evidence to date indicates that NSB is greatest for lipophilic organic bases (McLure et al.,
2000; Austin et al., 2002; Sykes et al., 2006), which is thought to arise from favorable
electrostatic interactions with negatively charged phosphate head groups while orienting
lipophilic groups along the hydrocarbon chains of the bilayer. In contrast, neutral and acidic
compounds bind less extensively or not at all. As noted above, most algorithms for the
prediction of fu(inc) therefore consider only log P and charge state at pH 7.4 as variables,
although more recent analyses suggest a role for electrostatic features (Li et al., 2009).
Here, we investigated the relationship between the binding of drugs to HLM as measured by
equilibrium dialysis (fu(mic)) and the magnitude of the change induced in baseline ANS
fluorescence. The results demonstrate that the ANS fluorescence technique provides a simple
and convenient method for estimating fu(mic) and additionally provide further insights into the
physicochemical features of drugs that contribute to membrane binding.
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MATERIALS AND METHODS
Materials
ANS, bupropion hydrochloride, chloroquine diphosphate, chlorpromazine hydrochloride,
imipramine hydrochloride, lignocaine hydrochloride monohydrate, propranolol
hydrochloride, and triflupromazine hydrochloride were purchased from Sigma Aldrich
(Sydney, Australia). Other drugs were kindly provided by the following sources; atenolol,
bupivacaine hydrochloride, and ropivacaine hydrochloride from AstraZeneca (Sydney,
Australia); diazepam from Hoffmann La Roche Pharmaceuticals (Basle, Switzerland);
diflunisal from Merck Sharp and Dohme Pty Ltd (Sydney, Australia); flufenamic acid and
meclofenamic acid from Parke, Davis & Co (Sydney, Australia); mianserine hydrochloride
from Organon Pty Ltd (Sydney, Australia); and verapamil hydrochloride from Knoll
Australia Pty Ltd (Sydney, Australia).
Human liver microsomes
NSB experiments were performed with pooled microsomes from two human livers obtained
from the human liver bank of the Department of Clinical Pharmacology of Flinders Medical
Centre. Donors of the respective livers were a 49 year old female and a 22 year old male.
Neither were cigarette smokers, however both received dopamine prior to death. Approval
was obtained from the Flinders Clinical Research Ethics Committee for the use of human
liver tissue in drug disposition studies in vitro. HLM were prepared according to the general
procedure of Bowalgaha et al. (2005).
Equilibrium dialysis
Direct measurement of the binding of drugs to HLM was performed with an equilibrium
dialysis apparatus (Dianorm, Munich, Germany) containing teflon dialysis cells of 1.2 ml
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capacity per side, using a working volume of 1 ml. Spectrapor #4 dialysis membrane
(molecular mass cut off 12,000 –14,000 Da) was purchased from Spectrum Medical
Industries Inc. (Los Angeles, CA, USA) and prepared by soaking overnight in phosphate
buffer (PB; 0.1M, pH 7.4) at 4°C prior to dialysis experiments. Each of the drugs was diluted
1:100 upon addition to the dialysis cell to give the concentration required. PB (0.99 ml; 0.1M,
pH 7.4) and a 0.01 ml aliquot of the test drug were loaded into one side of each dialysis cell.
A suspension of HLM in PB (1 ml: protein concentration 1 mg/ml) was added to the other
side of the dialysis cell. The dialysis cell assembly was immersed in a water bath maintained
at 37°C and rotated at 12 rpm for 3 hr. After dialysis each side of the cell was unloaded by
expelling the contents into a 5 ml glass tube. A negative control and HLM-HLM and PB-PB
controls were employed in each dialysis experiment. The negative control comprised PB (1
ml; 0.1M, pH 7.4) without drug on one side of the dialysis cell and a suspension of HLM in
PB (1 ml; 1 mg/ml protein concentration) on the other side. HLM-HLM controls consisted of
a suspension of HLM (0.99 ml: protein concentration 1 mg/ml) and a 0.01 ml aliquot of the
test drug at a "mid" concentration of the range employed in binding experiments with a
suspension of HLM (1 ml: protein concentration 1 mg/ml) in the other side of the dialysis
cell. PB was substituted for HLM in the PB-PB control samples.
Sample preparation and HPLC conditions
Drug concentrations in the buffer and microsome compartments of the dialysis cell were
measured by HPLC. Prior to chromatography, all samples were treated with acetonitrile or
mixtures containing acetonitrile (plus internal standard, with the exception of imipramine) to
precipitate microsomal protein. After dilution, samples were vortex mixed for 10 sec and then
centrifuged at 2000 g for 10 min at 4°C. An aliquot of the supernatant fraction was injected
onto the HPLC column. The sample preparation procedure for each drug is summarised in
Table 1.
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HPLC assays were developed and validated for each drug investigated in dialysis
experiments. The mobile phase, column type, detector wavelength, and retention time of the
analyte and the internal standard are shown in Table 2. The mobile phase flow rate was 1
ml/min for all analytes, except flufenamic acid (1.5 ml/min). Unknown concentrations were
determined by reference of peak height ratios (drug to internal standard) to those of a
standard curve that spanned the concentration range of the drug recovered from the separate
buffer and HLM compartments of the dialysis cell. All standard curves were linear with r2
values ≥ 0.990.
Calculation of fu(mic) and logP
The binding of drugs to HLM is expressed as the unbound fraction of drug in the microsomal
suspension (i.e. fu(mic)), giving a value between 0 and 1. Thus, fu(mic) was calculated as the
proportion of free drug (i.e. concentration in the buffer compartment) to free plus bound drug
(i.e. concentration in the microsome compartment) according to equation 1:
fu(mic) = total
buffer
C
C =
boundfree
free
CC
C
+ (1)
Values of fu(mic) determined in the presence of either 0.25mg/ml or 1mg/ml HLM were inter-
converted according to equation 2 (Austin et al., 2002):
(2)
where C1 and C2 are the two concentrations of HLM, and fu(mic)1 and fu(mic)2 are the unbound
fractions at the two HLM concentrations. LogP values were calculated computationally
using SciFinder Solaris (Advanced Chemistry Software, V4.64).
ANS fluorescence assay
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Aliquots (10 μL) of separate 20 mM stock solutions of each test drug were added to 2 ml of
PB containing ANS (10 μM) and HLM (0.25 mg/ml) in a 4.5 ml glass cuvette to produce
drug concentrations in the range 100 – 1000 μM. Drugs were dissolved in water, except for
diazepam (methanol) and itraconazole (DMSO). Neither methanol nor DMSO, at a
concentration of 0.5% v/v, affected ANS fluorescence. ANS fluorescence, recorded prior to
and after addition of the drug, was measured using a Perkin Elmer 3000 Fluorescence
Spectrometer. The ANS excitation and emission wavelengths were 375 nm and 470 nm,
respectively (Molecular Probes, Leiden, Netherlands). All measurements were performed at
least in duplicate. The occurrence of quenching was excluded for all drugs. Percentage
fluorescence increment or decrement in ANS fluorescence due to added drug was calculated
according to Birkett (1974):
Percent ANS fluorescence increment/decrement
= ]100 x matrix in ANS of cefluorescen initial
matrix in cefluorescen drugmatrix and drug of presence in ANS of cefluorescen [
− - 100 (3)
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RESULTS
Equilibrium dialysis
Table 3 shows logP, pKa and microsomal non-specific binding data, determined using
equilibrium dialysis, for the compounds studied here. Non-specific binding was determined at
3 drug concentrations (100, 200 and 500µM) and results are presented as fu(mic). The
lipophilic acidic drugs diflunisal, flufenamic acid, and meclofenamic acid all bound to HLM,
and fu(mic) values tended to decrease with increasing logP. Atenolol, the most hydrophilic
base investigated, did not bind to HLM. Similarly, neither lignocaine nor the structurally
related amide local anaesthetic agents bupivacaine and ropivacaine, which exhibit logP
values in the range 2.4 to 3.6, bound to HLM. Bupropion was also found not to bind to HLM.
Chloroquine and verapamil bound moderately (fu(mic) ≥ 0.70), while chlorpromazine,
imipramine, mianserine, propranolol, and triflupromazine bound more extensively (fu(mic) ≤
0.60). The neutral drug diazepam bound moderately (fu(mic) 0.76 – 0.77) to HLM.
ANS fluorescence
The percent ANS fluorescence increment/decrement was used as the measure of ANS
fluorescence as this parameter represents the change from baseline (microsomes plus ANS)
due to the effect of added drug. The background fluorescence of drug in the experimental
matrix was accounted for in the calculation of percent ANS fluorescence
increment/decrement. None of the drugs investigated exhibited quenching.
Three basic drugs, imipramine, lignocaine, and propranolol, were selected initially to
characterise effects on ANS fluorescence in the presence of HLM. Imipramine and
propranolol caused concentration dependent increases in ANS fluorescence over the
concentration range tested and the effects on ANS fluorescence were saturable (Table 4 and
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Figure 1). Consistent with the equilibrium binding data, ANS fluorescence was essentially
unaltered by lignocaine (Table 4).
Other drugs characterised for non-specific binding to HLM using equilibrium dialysis were
subsequently investigated using the ANS fluorescence technique at concentrations of 100,
200 and 500 µM. Results are shown in Table 5. The acidic drugs (diflunisal, flufenamic acid,
and meclofenamic acid) and the neutral drug diazepam caused a concentration-dependent
decrease in ANS fluorescence in the presence of HLM. With the exception of the anomalous
result for bupropion, basic compounds were without effect (atenolol, bupivacaine, lignocaine
and ropivacaine) or caused an increase (chloroquine, chlorpromazine, imipramine,
mianserine, propranolol, triflupromazine, and verapamil) in ANS fluorescence in the
presence of HLM.
Equilibrium dialysis experiments were performed at a microsomal protein concentration of 1
mg/ml whereas the maximum HLM protein concentration that could be used in ANS
fluorescence experiments, due to matrix turbidity, was 0.25 mg/ml. Thus, fu(mic) values
determined using equilibrium dialysis were converted to a HLM protein concentration of 0.25
mg/ml using an expression derived and validated by Austin et al. (2002)(see Methods,
Equation 2). Derived fu(mic) values were plotted against the modulus (i.e. absolute value
without regard to sign) of the percent ANS fluorescence increment/decrement (Figure 2).
Data were also plotted as log(1-fu(mic)/ fu(mic)) versus the modulus of percent ANS
fluorescence increment/decrement (Figure 3). Linear and highly significant relationships (p <
0.001: Figure 2 and Figure 3) were observed between the modulus of percent ANS
fluorescence increment/decrement and fu(mic) (y = -149x + 152; r = 0.93) and log{(1-fu(mic))/
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fu(mic)}(y = 47x + 72; r = 0.85). Highly significant relationships (p < 0.001) were also evident
at higher drug concentrations. Expressions for the relationships between the modulus of
percent ANS fluorescence increment/decrement and fu(mic) were y = -258x + 268 (r = 0.96)
and y = -604x + 621 (r = 0.90) at drug concentrations of 200 µM and 500 μM , respectively.
For the relationship between the modulus of percent ANS fluorescence increment/decrement
and log{(1-fu(mic))/ fu(mic)}, expressions were y= 81x + 128 (r = 0.94) at 200 μM, and y= 170
+ 273 (r = 0.85) at 500 μM. Since the correlations shown in Figure 2 are for a HLM
concentration of 0.25 mg/ml, values of fu(mic) are lower than at the usual HLM concentration
employed in NSB studies (viz. 1 mg/ml). As shown in Table 3, the fu(mic) range at an HLM
concentration of 1 mg/ml is 0.08 to 1.
For validation, the ANS fluorescence increment/decrement was measured for 5 compounds
characterised previously using equilibrium dialysis in this laboratory (viz. amitriptyline,
nortriptyline, phenytoin, S-naproxen, and lamotrigine)(McLure et al., 2000; Rowland et al.,
2006), and for itraconazole (see Tables 1 and 2 for equilibrium dialysis sample work-up and
HPLC conditions for itraconazole). ANS fluorescence data for these compounds are shown
Table 6, and predicted and reported fu(mic) values from equilibrium dialysis in Table 7.
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DISCUSSION
Consistent with previous reports (Diaugustine et al., 1970; Hawkins and Freedman, 1973;
Birkett, 1974), ANS fluorescence was enhanced by basic drugs that bound to HLM while
acidic drugs and the neutral compound diazepam caused a decrease in ANS fluorescence.
Importantly, there was a highly significant linear relationship between fu(mic) and the modulus
of the fluorescence increment or decrement for the combined dataset at each added drug
concentration. The relationship between the change in ANS fluorescence and log{(1-
fu(mic))/fu(mic)}, which is similar to an equilibrium constant and is considered a more
appropriate expression when dealing with linear free energy relationships (Austin et al.,
2002), was also linear and highly statistically significant. Taken together, these data indicate
that changes in ANS fluorescence may be used to estimate the NSB of drugs to HLM.
The basic drugs shown here to bind to HLM using equilibrium dialysis (chloroquine,
chlorpromazine, imipramine, mianserine, propranolol, triflupromazine, and verapamil) all
increased ANS fluorescence. Consistent with NSB data generated from equilibrium dialysis
(McLure et al., 2000), the increase in ANS fluorescence observed with imipramine and
propranolol was saturable over the concentration range 100 - 1000 µM (Figure 1). In
contrast, no change from baseline fluorescence was observed for those basic drugs (atenolol,
bupivacaine, lignocaine and ropivacaine) shown not to bind to HLM using equilibrium
dialysis. Conversely, the three acidic drugs diflunisal, flufenamic acid and meclofenamic
acid, along with the neutral diazepam, decreased ANS fluorescence compared to baseline.
The only exception to this trend was observed with bupropion. This non-binding basic
compound caused a decrease in ANS fluorescence. The reason for this anomalous result is
unclear, but may be due to the presence of an acidic side-chain carbon atom located between
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electron-withdrawing nitrogen and carbonyl functions, which may cause bupropion to act
more as an acid than a base with respect to NSB.
ANS fluorescence data for amitriptyline, itraconazole, lamotrigine, nortriptyline, phenytoin
and S-naproxen were generated for validation of the procedure. Amitriptyline, itraconazole
and nortriptyline are bases which exhibit moderate to high binding to HLM, while
lamotrigine, phenytoin and S-naproxen are acids that bind negligibly or weakly to HLM. The
NSB of amitriptyline, lamotrigine, nortripyline, phenytoin and S-naproxen to HLM have been
characterised previously in this laboratory by equilibrium dialysis (McLure et al., 2000;
Rowland et al., 2006) and additional data were generated here for itraconazole. ANS
fluorescence was enhanced by amitriptyline, itraconazole and nortriptyline, whereas addition
of lamotrigine, phenytoin or S-naproxen to a suspension of HLM was without effect or
caused a small decrease in ANS fluorescence. Importantly, there was good agreement
between the fu(mic) values predicted for each drug from the ANS fluorescence
increment/decrement and that determined directly by equilibrium dialysis (Table 7).
The NSB binding data presented here are generally consistent with the principle that
extensive NSB is associated with lipophilic organic bases. However, some observations
warrant comment. Notably, the NSB of chloroquine (log P 4.9) was low (fu(mic) ≥ 0.78)
across the concentration range investigated. The binding of mianserine (logP = 3.4) exceeded
that of the more lipophilic bases chloroquine and imipramine (logP = 4.8). By contrast,
bupivacaine and bupropion, which have similar log P values to mianserine (viz. 3.5 and 3.6,
respectively) did not bind to HLM. Two other local anaesthetics structurally related to
bupivacaine, lignocaine (log P 2.4) and ropivacaine (log p 3.1), also exhibited negligible
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NSB. Although most acidic drugs investigated to date bind minimally to HLM (Obach, 1997;
McLure et al., 2000; Austin et al., 2002; Li et al., 2009), 30% to 40% binding was observed
for flufenamic acid and meclofenamic acid. Together, these data indicate that factors other
than charge state and log P influence the degree of NSB. In this regard, recent computational
modeling studies have implicated properties such as polar surface area as determinants of
NSB, although lipophilicity was the most important descriptor (Gao et al., 2008; Li et al.,
2009). Compounds containing a halogen atom(s) (e.g. flufenamic acid, meclofenamic acid,
chlorpromazine, itraconazole, triflupromazine) also appear to be more likely to exhibit
significant NSB. Other factors that potentially affect the extent of NSB include molecular
mass (organic bases with molecular masses > 200 Da appear more likely to exhibit
significant NSB compared to compounds with lower molecular masses), charge distribution,
and the number of hydrogen bond acceptors/donors (JO Miners and JA McLure, unpublished
data). However, exceptions occur. For example, itraconazole, a compound shown here to
bind extensively to HLM, has 14 hetero-atoms (although two of these are chlorines; see
above discussion).
The NSB of chlorpromazine, diazepam, imipramine, propranolol, and verapamil has also
been reported by Austin et al. (2002). Values of fu(mic) determined here and reported by
Austin et al. were similar for chlorpromazine (fu(mic) = 0.08 vs. 0.11), diazepam (fu(mic) = 0.76
vs. 0.66) and propranolol (fu(mic) = 0.48 vs. 0.48). However, there was a 2- and 3-fold
difference in the fu(mic) values for verapamil (fu(mic) = 0.70 vs.0.37) and imipramine (fu(mic) =
0.48 vs. 0.16). The previous study used rat liver microsomes (1 mg/ml) and a drug
concentration of 1 μM, whereas the current study used HLM (1 mg/ml) and drug
concentrations in the range 100 to 500 μM. The lower NSB sometimes observed at high drug
concentrations may contribute to the observed differences.
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Limitations of the ANS fluorescence method for the determination of NSB are
acknowledged. As noted previously, the highest concentration of microsomes that can be
used is 0.25 mg/ml due to the effects of matrix turbidity on ANS fluorescence. Changes in
ANS fluorescence are generally not detectable for added drug concentrations below 25 to 50
μM and the method has not been investigated for HLM protein concentrations < 0.25 mg/ml..
Whether sensitivity can be improved with fluorescent probes other than ANS, of which many
are commercially available, is currently under investigation. It is also acknowledged that data
presented here report NSB for microsomes from only two livers. However, experience in this
laboratory demonstrates that fu(mic) values differ to a very minor extent (< 5%) for
microsomes prepared from the livers of multiple donors (JO Miners, unpublished data).
Indeed, lack of an appreciable difference in drug binding to hepatic microsomes across a
range of mammalian species (human, monkey, dog and rat) has recently been reported
(Zhang et al., 2010).
In summary, this study reports ‘proof-of-principle’ evidence that the fluorescent probe ANS
provides an accurate, simple and potentially high throughput method for measuring the NSB
of drugs and other compounds to HLM. In particular, there were highly significant linear
relationships between the modulus of the increment/decrement in ANS fluorescence and both
fu(mic) and log(1-fu(mic)/ fu(mic)), and agreement between measured fu(mic) and that predicted by
ANS fluorescence was very good for a validation set of six compounds. The microsomal
binding data reported here further demonstrate that physicochemical properties other than
charge and lipophilicity (as logP) influence NSB.
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AUTHORSHIP CONTRIBUTIONS
Participated in research design: Birkett, Miners, McLure, Williams
Conducted experiments: McLure, Elliot, Rowland
Performed data analysis: McLure, Miners
Wrote or contributed to the writing of the manuscript: Miners, McLure, Birkett, and Williams
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FOOTNOTE
Project grant support from the National Health and Medical Research Council of Australia
and Pfizer Global Research is gratefully acknowledged.
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LEGENDS FOR FIGURES
Figure 1: Relationships between percent ANS fluorescence increment and increasing
imipramine (A), and propranolol (B) concentration in the presence of HLM (0.25 mg/ml)
Figure 2: Relationships between: (A) fu(mic) and the modulus of percent ANS fluorescence
increment/decrement, and (B) log(1-fu(mic)/ fu(mic)) and the modulus of percent ANS
fluorescence increment/decrement. fu(mic) values were normalised to a HLM concentration of
0.25 mg/ml using equation 2 (Materials and Methods).
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Table 1: Sample preparation procedures for equilibrium dialysis samples
Drug Dilutions of dialysis samples and controls
Atenolol 1:10 with 60/40 acetonitrile - water then 1:1 with PB
Bupivacaine 1:10 with mobile phase (Table 2)
Bupropion 2:3 with acetonitrile
Chloroquine 1:10 with 72/28 acetonitrile - water then 1:1 with PB
Chlorpromazine 2:3 with acetonitrile
Diazepam 1:10 with mobile phase (Table 2)
Diflunisal 2:3 with acetonitrile then 1:1 with PB
Flufenamic acid 1:2 with acetonitrile then 1:1 with water
Imipramine 1:10 with mobile phase (Table 2)
Itraconazole 1:2 with acetonitrile
Lignocaine 1:10 with mobile phase (Table 2)
Meclofenamic acid 2:3 with acetonitrile then 1:1 with water
Mianserine 2:3 with acetonitrile
Propranolol As for atenolol
Ropivacaine 1:10 with mobile phase (Table 2)
Triflupromazine 2:3 with acetonitrile
Verapamil 1:10 with mobile phase (Table 2)
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Table 2: HPLC conditions for drug assays
Drug Mobile phase Column Detector
wavelength (nm)
Retention time of analyte (min)
Internal standard / Retention time
(min)
Atenolol 80% water containing 5.2 mM pentanesulfonic acid and 0.3 mM NNN'N' TMED / 20% acetonitrile (adjusted to pH 2.6 with orthophosphoric acid)
C-8 230 7.4 sotalol 10.5
Bupivacaine 85% 100 mM phosphate buffer pH 5.9 / 15% acetonitrile containing 0.1% dimethylamine (adjusted to pH 3.0 with orthophosphoric acid)
C-18 210 13.3 lignocaine 3.5
Bupropion 60% PB (50 mM, pH 7.4) containing 10 mM triethylamine and 7 mM heptanesulfonic acid / 40% acetonitrile
**C-8 214 2.4 verapamil 4.8
Chloroquine 64% water containing 5.2 mM pentanesulfonic acid and 0.3mM NNN'N' TMED / 36% acetonitrile (adjusted to pH 2.6 with orthophosphoric acid)
C-8 220 4.8 ropivacaine 7.5
Chlorpromazine 44% sodium acetate buffer (10 mM, pH 4.3) / 56% acetonitrile
*C-8 254 4.0 thioridazine 3.2
Diazepam 46% water containing 5.2 mM, pentanesulfonic acid and 0.3 mM NNN'N' TMED / 54% acetonitrile (adjusted to pH 2.6 with orthophosphoric acid)
C-18 230 6.1 desmethyl- diazepam
4.3
Diflunisal 70% PB (25mM, pH 7.4) containing 7.2 mM triethylamine / 30% acetontitrile C-18 240 2.7 mefenamic acid 3.2
Flufenamic acid 70% PB (25 mM, pH 7.4) containing 7.2 mM triethylamine / 30% acetonitrile C-18 270 4.1 diclofenac 2.3
Imipramine as for diazepam C-18 259 6.0
Itraconazole 45% water containing 2mM triethylamine (adjusted to pH 2.5 with perchloric acid) / 55% acetnonitrile.
C-18 245 4.6 ketoconazole 2.6
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Drug Mobile phase Column Detector
wavelength (nm)
Retention time of analyte (min)
Internal standard / Retention time
(min)
Lignocaine as for bupivacaine C-18 210 3.5 ropivacaine 6.8
Meclofenamic acid as for diflunisal C-18 240 4.0 diflunisal 3.1
Mianserine 45% PB (25 mM, pH 7.4) containing 7.2 mM triethylamine / 55% acetonitrile **C-8 254 3.6 doxepin 2.1
Propranalol as for chloroquine C-8 220 9.1 pindolol 4.4
Ropivacaine as for lignocaine C-18 210 6.8 lignocaine 3.5
Triflupromazine 47.5% sodium acetate buffer (10 mM, pH 4.3) / 42.5% acetonitrile
**C-8 254 4.1 chlorpromazine 3.2
Verapamil as for diazepam C-8 220 5.9 ropivacaine 3.8
C-18: Waters, Nova Pak, particle size 4 micron, 3.9 (id) x 150 mm C8: Beckman Ultrasphere (Octyl), particle size 5 micron, 4.6 (id) x 250 mm
*C8: Develosil, particle size 5 micron, 4.6 x 150 mm **C-8: Agilent Zorbax Eclipse XDB, particle size 5 micron, 4.6 x 150 mm
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Table 3: Physicochemical characteristics and non-specific binding of the test drugs (100, 200 and 500 µM) to HLM (1 mg/ml) as determined by equilibrium dialysisa
Compound pKa log P fu(mic) ± SD
100 µM 200 µM 500 µM
Acids
Diflunisal 2.9 4.4 0.83 ± 0.02 0.86 ± 0.04 0.85 ± 0.00
Flufenamic acid 3.7 5.6 0.69 ± 0.03 0.68 ± 0.02 0.71 ± 0.02
Meclofenamic acid 3.6 6.7 0.58 ± 0.03 0.59 ± 0.02 0.69 ± 0.08
Bases
Atenolol 9.2 0.1 1.02 ± 0.07 0.99 ± 0.04 1.00± 0.00
Bupivacaine 8.2 3.6 0.98 ± 0.04 1.02 ± 0.02 0.97 ± 0.03
Bupropion 7.2 3.5 1.12 ± 0.16 1.10 ± 0.10 1.15 ± 0.04
Chloroquine 10.5 4.7 0.87 ± 0.03 0.84 ± 0.07 0.78 ± 0.04
Chlorpromazine 9.4 5.2 0.08± 0.02 0.08 ± 0.01 0.14 ± 0.04
Imipramine 9.5 4.8 0.48 ± 0.01 0.57 ± 0.04 0.69 ± 0.04
Lignocaine 8.5 2.4 1.08 ± 0.10 1.01 ± 0.03 1.04 ± 0.06
Mianserine 8.3 3.4 0.29 ± 0.11 0.37 ± 0.01 0.37 ± 0.08
Propranolol 9.1 3.1 0.48 ± 0.05 0.61 ± 0.13 0.59 ± 0.06
Ropivacaine 8.2 3.1 0.94 ± 0.03 0.97 ± 0.04 0.97 ± 0.03
Triflupromazine 9.4 5.7 0.17 ± 0.01 0.27 ± 0.01 0.44 ± 0.03
Verapamil 9.0 3.9 0.70 ± 0.04 0.73 ± 0.05 0.70 ± 0.11
Neutral
Diazepam 3.4 3.0 0.76 ± 0.06 0.77 ± 0.03 0.76 ± 0.03
aEquilibrium dialysis data shown as mean ± SD of 3 measurements.
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Table 4: Effects of imipramine, lignocaine and propranolol (100 – 1000 µM) on ANS fluorescence in the presence of HLM (0.25 mg/ml)
Drug Percent ANS fluorescence increment/decrement at drug concentrations in the range 100 - 1000 μM:
100 200 300 400 500 600 700 800 900 1000
Imipramine 46 77 107 133 154 176 192 213 225 241
Lignocaine 1 1 -1 2 -2 -3 -3 -3 -2 -2
Propranolol 27 47 65 77 86 107 118 131 133 136
Data shown as means of duplicate measurements (< 5% variance)
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Table 5: Effects of test drugs (100, 200 and 500 µM) on ANS fluorescence in the presence of HLM (0.25 mg/ml)
Compound Percent ANS fluorescence increment/decrement
100 µM 200 µM 500 µM
Acids
Diflunisal -8 -18 n/d
Flufenamic acid -35 -43 n/d
Meclofenamic acid -36 -62 -95
Bases
Atenolol -1 1 3
Bupivacaine 0 1 3
Bupropion -11 -15 -24
Chloroquine 1 2 6
Chlorpromazine 107 179 353
Imipramine 46 77 154
Lignocaine 1 1 -2
Mianserine 45 77 158
Propranolol 27 47 86
Ropivacaine 1 1 1
Triflupromazine 97 144 290
Verapamil 8 26 57
Neutral
Diazepam -19 -35 n/d
Data shown as means of duplicate measurements (< 5% variance)
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Table 6: Effect of amitriptyline, nortriptyline, itraconazole, phenytoin, S-naproxen and lamotrigine on ANS fluorescence in the presence of HLM (0.25 mg/ml)
Drug Percent ANS fluorescence increment/decrement at:
100 μM 200 μM 500 μM
Itraconazole 138 239 548
Amitriptyline 43 66 139
Nortriptyline 40 64 122
Phenytoin -8 -13 -21
S-Naproxen 3 -3 -8
Lamotrigine 4 6 6
Data shown as means of duplicate measurements (< 5% variance)
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Table 7: Predicted (from ANS fluorescence) versus observed (from equilibrium dialysis) fu(mic) values for the validation seta
Drug
Predicted fu(mic) and observed fu(mic) at:
100 μM 200 μM 500 μM
Predicted Observed Predicted Observed Predicted Observed
Itraconazole 0.02 0.03 0.03 0.02 0.03 0.02
Amitriptyline 0.40 0.44 0.47 -b 0.50 0.55
Nortriptyline 0.43 0.46 0.48 0.40 0.55 0.61
Phenytoin 0.87 0.83 0.96 0.89 0.96 -b
S-Naproxen 0.96 0.99 1.0 0.99 1.0 0.97
Lamotrigine 0.96 0.93 1.0 1.0 1.0 0.96
a Equilibrium dialysis data taken from McLure et al. (2000) and Rowland et al. (2006), except for itraconazole (determined here). fu(mic) values generated from ANS fluorescence normalised to HLM protein concentration of 1 mg/ml using equation 2 (Materials and Methods).
b Not determined by McLure et al. (2000)
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