G. B. Lapa et al. / Bioorg. Med. Chem. Lett. 15 (2005) 4915–4918
4917
for the structure of interest.17 On the basis of experimen-
tal IC50 values, we developed a simple quantitative
structure–activity relationship (QSAR) model to predict
IC50 values for new compounds.17 We chose a linear
type of regression equation which allowed us to reach
a reasonable value for r2. Our equation shows that more
active compounds should be more lipophilic than DPP
in in vitro assays.17 This requirement may be because
our target protein, the DAT, is an integral membrane
protein, and the binding site may be on the transmem-
brane domains. We predicted the IC50 values for 3g
and 3h to be 17.55 and 26.06 nM, respectively. Their
actual IC50 values were 12.5 and 50.6 nM, respectively.
inhibitors only 3b had a greater effect than DPP, both
in binding and on locomotor activity in mice. This com-
pound is a good candidate for further QSAR study. We
can conclude that the short inflexible link of the diphe-
nylmethyloxy fragment in this series of piperidines can
still adopt the bioactive conformation for high affinity
for DAT in vitro. However, DPP and 3b were less
long-lasting than BZT or GBR12909 but more long-
lasting than cocaine in live animal locomotor tests.
Acknowledgments
This work was supported by Wake Forest University
School of Medicine Venture Funds, National Center
for Minority Health and Health Disparities Grant
MD00232 and National Institutes of Health Grant
AA014091.
All of our compounds are more potent than DPP. Com-
pound 3e is more lipophilic than DPP and has increased
affinity for the DAT. The results of the binding assay
show that replacing the aromatic ring of DPP with a
methyl group, in order to reduce lipophilicity, leads to
a higher affinity of 3f than DPP for the DAT. Perhaps
a substituent on the aromatic ring is important for bind-
ing, in addition to lipophilicity. Symmetrically disubsti-
tuted halogen compounds 3a and 3b were more active
than their monosubstituted counterparts 3c and 3d,
respectively. Chlorosubstituted compound 3a was a two-
fold less potent inhibitor of DAT than fluorosubstituted
3b. The most lipophilic compound 3g exhibited higher
potency in the binding assay, as was predicted. Perhaps
an increase in the molecular volume of substituents on
the nitrogen atom of the piperidine ring led to the stabil-
ization of the biologically active conformer. Aliphatic
substitution on the nitrogen of 3g led to a more potent
DAT inhibitor than with the fluorobenzyl fragment in
3h. This is in accord with the previous statement con-
cerning a properly positioned lipophilic group.11 Our
binding results agree with the trends reported for halo-
genated benztropine analogs.18
References and notes
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J. Adv. Drug Del. Rev. 2001, 46, 26.
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In our previous research, we found that DPP was fairly
effective at increasing locomotor activity at a dose of
5.0 mg/kg (17.8 lmol/kg).9 All compounds were tested
at this dose. Compound 3b was most active in this assay
(see Table 1 and Fig. 2). All synthesized compounds had
a longer duration of effect on locomotor activity
(approximately 3 h) than cocaine, but shorter than
GBR (more than 3 h). DPP and 3b are more lipophilic
than cocaine but less than GBR or BZT.17 This fact
may explain the slow onset and long duration of effects
of these compounds on locomotor activity in mice. We
made a prediction of the bioavailability of our com-
pounds using the rule of 5 to better understand the
extremely low activity of 3a, 3c, and 3g in vivo.11 Calcu-
lations of parameters of the rule of 5 showed that com-
pounds 3a and 3g with heavy substituents like chlorine
atoms should have poor bioavailability (see the value
of log P in Table 1). These compounds violate LipinskiÕs
rule of 5.11,17 Compounds 3a, 3c, and 3g have a lower
solubility in the assay buffers. Thus, it is likely that they
have poor penetration through the blood–brain barrier.
15. For all compounds the mass spectra contained weak
(MÀH)+ ions characteristic of piperidines and the typical
isotope patterns for one or more halogen atoms in the
structures. Characteristic ions that occurred for com-
pounds 3a–3f were m/z 99 (methylpiperidine fragment) as
the base peak and m/z 114 (methylpiperidinol fragment) at
approximately 50% R.A. in each mass spectrum. Signif-
icant diarylmethane fragments also occurred for all
compounds except 3f. For compounds with very weak
(MÀH)+ ions in the EI mass spectrum, electrospray
ionization mass spectra from a methanol solution were
taken to confirm the molecular weight as the (M+H)+ ion.
The relative response of all compounds was from 95.8%
1
We established that the para-substituents of the benzene
rings of 3a–c, 3g, and 3h are important for more effective
binding to the DAT. Among our synthesized DAT
up to 99.1%. The H NMR (300 MHz, CDCl3) spectra of
N-methylpiperidines showed typical signals: 1.30–1.35 (m,
2H, H-2,6 ax), 1.85–1.90 (m, 2H, H-2,6 equiv.), 2.00–2.05