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412 BOLZE ET AL.<br />

FIG. 8.Correlation between <strong>the</strong> extent <strong>of</strong> covalent b<strong>in</strong>d<strong>in</strong>g (prote<strong>in</strong> content normalized <strong>an</strong>d expressed as <strong>the</strong> percentage <strong>of</strong> total acyl glucuronide present at <strong>the</strong><br />

beg<strong>in</strong>n<strong>in</strong>g <strong>of</strong> <strong>the</strong> reactivity phase) versus <strong>the</strong> aglycone appear<strong>an</strong>ce rate const<strong>an</strong>t weighted by <strong>the</strong> percentage <strong>of</strong> isomerization (between biosyn<strong>the</strong>sis <strong>an</strong>d reactivity<br />

phase) (h 1 ) dur<strong>in</strong>g <strong>in</strong> <strong>vitro</strong> <strong>in</strong>cubation <strong>of</strong> various acyl glucuronide with HSA (0.5 mM).<br />

uronide isomers was not a better parameter <strong>for</strong> reactivity prediction<br />

th<strong>an</strong> <strong>the</strong> global acyl glucuronide degradation rate const<strong>an</strong>t described<br />

by Benet. A correlation was also searched <strong>for</strong> between covalent<br />

b<strong>in</strong>d<strong>in</strong>g <strong>an</strong>d <strong>the</strong> hydrolysis rate. The aglycone appear<strong>an</strong>ce rate const<strong>an</strong>t<br />

corresponded to <strong>the</strong> global acyl glucuronide hydrolysis rate. A<br />

satisfactory correlation was obta<strong>in</strong>ed <strong>for</strong> six <strong>of</strong> eight drugs (r 2 , 0.89).<br />

When zomepirac <strong>an</strong>d tolmet<strong>in</strong> were taken <strong>in</strong>to account, <strong>the</strong> correlation<br />

was less satisfactory (r 2 , 0.62) (Fig. 7B). The hydrolysis rate const<strong>an</strong>t<br />

was <strong>the</strong> same <strong>for</strong> both compounds, whereas <strong>the</strong> extent <strong>of</strong> covalent<br />

b<strong>in</strong>d<strong>in</strong>g was higher <strong>for</strong> tolmet<strong>in</strong>. The rate <strong>of</strong> hydrolysis (i.e., <strong>the</strong> rate<br />

<strong>of</strong> aglycone appear<strong>an</strong>ce) does not discrim<strong>in</strong>ate sufficiently to expla<strong>in</strong><br />

<strong>the</strong> reactivity <strong>of</strong> all compounds. For most <strong>of</strong> <strong>the</strong> acyl glucuronides<br />

under study, isomerization was found to occur between <strong>the</strong> first <strong>an</strong>d<br />

<strong>the</strong> second <strong>in</strong>cubation. The extent <strong>of</strong> this phenomenon seemed to be<br />

more or less import<strong>an</strong>t <strong>for</strong> each acyl glucuronide (Table 1). The extent<br />

<strong>of</strong> this isomerization was certa<strong>in</strong>ly related to <strong>the</strong> <strong>in</strong>stability <strong>of</strong> <strong>the</strong><br />

1-O-acyl glucuronide <strong>for</strong>med <strong>an</strong>d its covalent b<strong>in</strong>d<strong>in</strong>g capacity. Indeed,<br />

<strong>the</strong> <strong>for</strong>mation <strong>of</strong> isomeric <strong>for</strong>ms via acyl migration is a prerequisite<br />

<strong>for</strong> covalent b<strong>in</strong>d<strong>in</strong>g to prote<strong>in</strong>s by “im<strong>in</strong>e” mech<strong>an</strong>ism. There<strong>for</strong>e,<br />

<strong>the</strong> aglycone appear<strong>an</strong>ce rate const<strong>an</strong>t was weighted by <strong>the</strong><br />

percentage <strong>of</strong> isomerization between <strong>the</strong> two <strong>in</strong>cubation steps. An<br />

excellent correlation was <strong>the</strong>n obta<strong>in</strong>ed between <strong>the</strong> maximal amount<br />

<strong>of</strong> bound drug, expressed as percentage <strong>of</strong> acyl glucuronide present <strong>in</strong><br />

<strong>the</strong> <strong>in</strong>cubation medium, <strong>an</strong>d <strong>the</strong> aglycone appear<strong>an</strong>ce rate const<strong>an</strong>t<br />

weighted by <strong>the</strong> percentage <strong>of</strong> isomerization (r 2 , 0.94) (Fig. 8). The<br />

results presented here showed that <strong>the</strong> extent <strong>of</strong> covalent b<strong>in</strong>d<strong>in</strong>g<br />

could be predicted on <strong>the</strong> basis <strong>of</strong> acyl glucuronide hydrolysis rate<br />

comb<strong>in</strong>ed with acyl migration propensity. The comb<strong>in</strong>ation <strong>of</strong> <strong>the</strong>se<br />

two parameters seemed to be more accurate <strong>for</strong> covalent b<strong>in</strong>d<strong>in</strong>g<br />

prediction th<strong>an</strong> <strong>the</strong> 1-O-acyl glucuronide degradation rate used by<br />

Benet. The correlation was still confirmed even when data from<br />

products like ibupr<strong>of</strong>en, supr<strong>of</strong>en, <strong>an</strong>d dicl<strong>of</strong>enac were added to <strong>the</strong><br />

correlation. Thus, <strong>an</strong> <strong>in</strong> <strong>vitro</strong> reactivity scale was drawn up. The r<strong>an</strong>k<br />

<strong>of</strong> <strong>the</strong> drugs tested was consistent with <strong>the</strong> literature. Tolmet<strong>in</strong> appeared<br />

as <strong>the</strong> most reactive, furosemide as <strong>the</strong> least. Ibupr<strong>of</strong>en <strong>an</strong>d<br />

ketopr<strong>of</strong>en showed a similar low reactivity, whereas dicl<strong>of</strong>enac,<br />

which has not been previously evaluated, showed a level <strong>of</strong> reactivity<br />

higher th<strong>an</strong> zomepirac. In <strong>the</strong>se conditions, supr<strong>of</strong>en appeared as a<br />

low reactive product. Smith showed that 0.75% <strong>of</strong> supr<strong>of</strong>en acyl<br />

glucuronide became covalently bound to HSA after 6h<strong>of</strong><strong>in</strong>cubation<br />

(Smith <strong>an</strong>d Liu, 1993). The 0.62% value found <strong>in</strong> this study was found<br />

<strong>in</strong> fairly good accord<strong>an</strong>ce with Smith’s data.<br />

The structural relationship between acyl glucuronide degradation<br />

<strong>an</strong>d covalent b<strong>in</strong>d<strong>in</strong>g put <strong>for</strong>ward by Benet (Benet et al., 1993) was<br />

also observed <strong>in</strong> this study. Acyl glucuronides <strong>of</strong> -unsubstituted<br />

acetic acid derivatives such as tolmet<strong>in</strong> <strong>an</strong>d zomepirac (Fig. 1) exhibited<br />

<strong>the</strong> highest covalent b<strong>in</strong>d<strong>in</strong>g. Mono--substituted acetic acids<br />

(fenopr<strong>of</strong>en) showed <strong>in</strong>termediate levels <strong>of</strong> covalent b<strong>in</strong>d<strong>in</strong>g. At last,<br />

fully substituted -acetic acids, such as furosemide, led to <strong>the</strong> lowest<br />

irreversible b<strong>in</strong>d<strong>in</strong>g. Additional compounds not tested by Benet complied<br />

with this structural relationship. Indeed, dicl<strong>of</strong>enac, <strong>an</strong> -unsubstituted<br />

acetic acid, demonstrated high levels <strong>of</strong> covalent b<strong>in</strong>d<strong>in</strong>g,<br />

whereas ketopr<strong>of</strong>en, ibupr<strong>of</strong>en, <strong>an</strong>d supr<strong>of</strong>en (mono--substituted<br />

acetic acids) showed <strong>in</strong>termediate levels <strong>of</strong> irreversible b<strong>in</strong>d<strong>in</strong>g. This<br />

observation must be confirmed with more compounds <strong>an</strong>d could be<br />

taken <strong>in</strong>to account <strong>in</strong> <strong>the</strong> drug design process.<br />

For <strong>the</strong> first time, a screen<strong>in</strong>g <strong>model</strong> allow<strong>in</strong>g, <strong>in</strong> one experiment,<br />

<strong>the</strong> <strong>for</strong>mation <strong>of</strong> acyl glucuronide metabolite by hum<strong>an</strong> microsomes<br />

<strong>an</strong>d <strong>the</strong> assessment <strong>of</strong> its reactivity was presented. An excellent<br />

correlation (r 2 , 0.94) was found between <strong>the</strong> maximal amount <strong>of</strong><br />

covalently bound drug (normalized to prote<strong>in</strong> amount <strong>an</strong>d expressed<br />

as percentage <strong>of</strong> total acyl glucuronide syn<strong>the</strong>sized <strong>in</strong> <strong>the</strong> <strong>in</strong>cubation<br />

medium) <strong>an</strong>d <strong>the</strong> aglycone appear<strong>an</strong>ce rate const<strong>an</strong>t weighted by <strong>the</strong><br />

percentage <strong>of</strong> isomerization. This correlation represents <strong>an</strong> <strong>in</strong> <strong>vitro</strong><br />

reactivity scale, which will help predict <strong>the</strong> covalent b<strong>in</strong>d<strong>in</strong>g potential<br />

<strong>of</strong> new chemical entities.<br />

References<br />

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Castillo M, Lam YWM, Dooley MA, Stahl E, <strong>an</strong>d Smith PC (1995) Disposition <strong>an</strong>d covalent<br />

b<strong>in</strong>d<strong>in</strong>g <strong>of</strong> Ibupr<strong>of</strong>en <strong>an</strong>d its acyl glucuronide <strong>in</strong> <strong>the</strong> elderly. Cl<strong>in</strong> Pharmacol Ther 57:636–<br />

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D<strong>in</strong>g A, Zia-Amirhosse<strong>in</strong>i P, McDonagh FA, Burl<strong>in</strong>game LA, <strong>an</strong>d Benet LZ (1994) Reactivity<br />

<strong>of</strong> Tolmet<strong>in</strong> glucuronide with hum<strong>an</strong> serum album<strong>in</strong>. Identification <strong>of</strong> b<strong>in</strong>d<strong>in</strong>g sites <strong>an</strong>d<br />

mech<strong>an</strong>isms <strong>of</strong> reaction by t<strong>an</strong>dem mass spectrometry. Drug Metab Dispos 23:369–376.<br />

Dubois N, Lapicque F, Magdalou J, Abiteboul M, <strong>an</strong>d Netter P (1994) Stereoselective b<strong>in</strong>d<strong>in</strong>g<br />

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