J. E. East et al. / Bioorg. Med. Chem. Lett. 20 (2010) 7132–7136
7135
Table 2
Hansch linear free energy model data set
Compound
pKi
Prod. pKid
z-Score
Aromatic substitution
Hammell value (op)a
van der Walls volume (Å)b
nc
3
4
5
6
3
4
5
6
3
4
5
6
5a
5b
5c
5d
5e
5f
5g
5h
5i
6.00
4.55
5.36
5.82
5.41
5.33
5.06
4.94
5.74
3.23
5.80
4.05
5.37
6.00
4.58
5.63
5.86
5.34
5.37
4.97
5.01
5.77
3.23
5.76
4.05
5.46
0.00
0.38
1.01
0.63
1.19
0.74
1.40
1.35
0.51
0.00
1.65
0.00
1.65
Me
H
H
OMe
H
H
OMe
H
OEt
OPt
OCH2CF3
H
Me
H
H
H
H
H
H
H
H
H
H
H
H
Me
Me
Me
À0.17
0
0
À0.27
0
0
À0.17
0
0
0
0
0
0
0
0
0
0
0
0
31.5
10.4
1.04
37.1
10.4
10.4
37.1
10.4
55.9
73.5
64.8
10.4
10.4
31.5
31.5
10.4
31.5
10.4
10.4
10.4
31.5
31.5
31.5
31.5
31.5
28.5
37.12
10.4
37.13
0.70
10.4
10.4
10.4
10.4
10.4
10.4
10.4
10.4
10.4
10.4
31.5
31.5
31.5
À0.90
0.00
À1.27
H
H
0
À0.27
0
10.4
31.5
31.5
31.5
31.5
31.5
28.5
10.4
10.4
10.4
1.45
Me
Me
Me
Me
Me
Cl
H
H
H
Me
Me
Me
Me
Me
Cl
OMe
H
OMe
À0.17
À0.17
À0.17
À0.17
À0.17
0.23
0
0
0
0.60
0
À0.17
À0.17
À0.17
À0.17
À0.17
0.23
À0.27
0
À0.30
À0.56
0.06
À0.24
À0.25
À0.21
0
À0.13
0.97
5j
5k
5l
H
0
1.05
0.45
1.05
0.12
Me
Me
H
À0.17
À0.17
0
À0.17
À0.17
À0.17
0.00
5m
À0.27
Relative importance of descriptions
0.53
0.70
1.00
0.57
0.79
0.51
a
b
c
Ref. 17.
Ref. 18.
za = C Lop Pi À C Log P 5b.
d
Prod. pKi = (À3.34 (3op) À 2.94 (4op) À 3.36 (5op)) + (À0.0627 (3 vol) À 0.0170 (4 vol) + 0.0438 (5 vol) À 0.0579 (6 vol)) + 0.0261 (x) À 0.467 (Àx2) + 5.55.
substituent described by its Hammett value,17 van der Waals vol-
(VPC8a202). Our compounds are comparable to other reported po-
tent ATX inhibitors that were tested in our choline release assay.
These tyrosine derivatives share the common features of HA51,
HA130,19 S32826,20 and Br-LPA21 (Table 3) in that they have an
electrophilic head group and a hydrophobic tail region. Through
the use of classical SAR and QSAR we discovered that potency of
our compound library increased with increasing electron density
contained in the pyridine ring. Our use of homology modeling sug-
gests that this trend may be due to an interaction with the pyridine
group and Arg456. We hope to use these findings to aid us in our
work towards further validating the homology model and, ulti-
mately, developing more potent inhibitors of autotaxin.
ume,18 and difference in C log P (
p) from the unsubstituted benzyl
derivative 5b (Table 2). This Hansch linear free energy model
(Fig. 3B) showcases the relationship the electron density of the aro-
matic region of this class of inhibitors, when corrected for steric ef-
fects and C log P. There is a negative relationship between Hammet
value and pKi at the 3, 4, and 5 positions of the benzyl ring, which
shows the preference for electron rich aromatics and supports the
results from the docking study (Table 2). The Hansch analysis also
corrects for substituent steric effects, which were compared using
the van der Waals volumes, and indicated the substitution was
least tolerated at the 3-position and most tolerated at the 5-posi-
tion of the ring.
In summary, we set out to determine what elements were
important in the pyridine ring of the ATX inhibitor 5a(anti)
Acknowledgment
This work is supported by NIH grants R01 GM052722, R01
GM067958.
Table 3
Reported ATX inhibitors tested in choline release assay
Name
Structure
Ki (lM)
Supplementary data
O
HO
B
Supplementary data associated with this article can be found, in
N
S
OH
HA130
0.094
F
O
References and notes
O
N
S
COOH
1. Stracke, M. H.; Krutzsch, H. C.; Unsworth, E. J.; Arestad, A.; Cioce, V.;
Schiffmann, E. J. Biol. Chem. 1992, 267, 2524.
2. Mills, G. B.; Moolenaar, W. H. Nat. Rev. Cancer 2003, 3, 582.
3. Albers, H.; van Meeteren, L.; Egan, D.; van Tilburg, E.; Moolenaar, W.; Ovaa, H. J.
Med. Chem. 2010, 13, 4958.
4. North, E.; Howard, A.; Wanjala, I.; Pham, T.; Baker, D.; Parrill, A. J. Med. Chem.
2010, 53, 3095.
5. Meeteren, L.; Ruurs, P.; Christodoulou, E.; Goding, J.; Takakusa, H.; Kikuchi, K.;
Perrakia, A.; Nagano, T.; Moolenaar, W. J. Biol. Chem. 2005, 280, 21155.
6. Hook, S.; Ragan, S.; Hopper, D.; Honemann, C.; Durieux, M.; Macdonald, T.;
Lynch, K. Mol. Pharm. 1998, 53, 188.
HA51
0.187
0.367
F
O
OH
O
P
O
OH
S32826
Br-LPA
C13H27
N
H
OH Br
HO
O
C17H35
O
40.1
P
OH
7. Heasley, B.; Jarosz, R.; Lynch, K.; Macdonald, T. Bioorg. Med. Chem. Lett. 2004, 14,
2735.
O