B. Hu et al. / Bioorg. Med. Chem. Lett. 15 (2005) 3514–3518
3517
(32) showed 52% inhibition at 10 lM and had an IC50
Acknowledgments
value of 12.0 lM in the antibody assay. Similarly, 5-pyr-
role derivatives 33 and 34 showed essentially the same
potency in the initial in vitro screen. This preliminary
SAR information suggested that the 5-position of the in-
dole ring was flexible and could accommodate a variety
of substitutions, although no additional increase in the
PAI-1 inhibitory activity was achieved compared to 18.
The authors thank Drs. Thomas J. Commons and
Eugene J. Trybulski for leading this project in chemistry.
We also thank the Discovery Analytical Chemistry
group at Wyeth Research, Collegeville, PA, for spectral
data.
We next focused on a preliminary investigation of the
potency correlation discrepancy between the initial spec-
trophotometric assay and the antibody assay. Since
these compounds are highly lipophilic, we initially sus-
pected that the lower than expected potency of newly
synthesized PAI-1 compounds (18, 20, 22, and 32) in
the antibody assay compared to 3 may be due to solubil-
ity. The concentrations of the five compounds (3, 18, 20,
22, and 32) were determined in the two assay buffers at a
target concentration of 50 lM by LC-MS.20 All the
compounds were soluble (>25 lM) in the antibody assay
buffer and in the initial spectrophotometric assay buffer.
Thus, solubility was probably not a factor for the dis-
crepancy between the two assays.
References and notes
1. (a) Lawrence, D. A. Nat. Struct. Biol. 1997, 4, 339; (b) Wu,
Q.; Zhao, Z. Curr. Drug Targets Cardiovasc. Haematol.
Disord. 2002, 2, 27; (c) Juhan-Vague, I.; Alessi, M-C.;
Mavri, A.; Morange, P. E. J. Thromb. Haemost. 2003, 1,
1575.
2. Vaughan, D. E. J. Invest. Med. 1998, 46, 370.
3. Juhan-Vague, I.; Valadier, J.; Alessi, M.; Aillaud, M.;
Ansaldi, J.; Philip-Joet, C.; Holvoet, P.; Serradimigni, A.;
Collen, D. Thromb. Haemost. 1987, 57, 67.
4. Schneiderman, J.; Sawdey, M.; Keeton, M.; Bordin, G.;
Bernstein, E.; Dilley, R.; Loskutoff, D. Proc. Natl. Acad.
Sci. U.S.A. 1992, 89, 6998.
5. Juhan-Vague, I.; Alessi, M. C. Thromb. Haemost. 1997,
78, 565.
6. (a) Schneiderman, J.; Sawdey, M.; Keeton, M.; Bordin,
G.; Bernstein, E.; Dilley, R.; Loskutoff, D. Proc. Natl.
Acad. Sci. U.S.A. 1992, 89, 6998; (b) Stefansson, S.;
McMahon, G.; Petitclerc, E.; Lawrence, D. A. Curr.
Pharm. Des. 2003, 9, 1545.
7. Carmeliet, P.; Stassen, J.; Schoonjans, L.; Ream, B.; van
den Oord, J.; De Mo, M.; Mulligan, R.; Collen, D. J. Clin.
Invest. 1993, 92, 2756.
8. Fay, W. P.; Parker, A.; Condrey, L.; Shapiro, A. Blood
1997, 90, 204.
9. Eitzman, D.; Fay, W. P.; Lawrence, D. A.; Francis-
Chmura, A.; Shore, J. D.; Olson, S. T.; Ginsburg, D. J.
Clin. Invest. 1995, 95, 2416.
10. Bjoerquist, P.; Ehnebom, J.; Inghardt, T.; Hansson, L.;
Lindberg, M.; Linschoten, M.; Stroemqvist, M.; Deinum,
J. Biochemistry 1998, 37, 1227.
11. Wang, S.; Golec, J.; Miller, W.; Milutinovic, F. A.;
Williams, S.; Brooks, T.; Hardman, K.; Charlton, P.;
Wren, S.; Spencer, J. Bioorg. Med. Chem. Lett. 2002, 2367.
12. De Nanteuil, G.; Lila-Ambroise, C.; Rupin, A.; Vallez,
M.; Verbeuren, T. J. J. Bioorg. Med. Chem. Lett. 2003, 13,
1705.
13. Ye, B.; Bauer, S.; Buckman, B. O.; Ghannam, A.; Griedel,
B. D.; Khim, S.; Lee, W.; Sacchi, K. L.; Shaw, K. J.;
Liang, A.; Wu, Q.; Zhao, Z. Bioorg. Med. Chem. Lett.
2003, 13, 3361.
Since the test compounds were run in the presence of
10 mg/L bovine serum albumin (BSA) in the antibody
assay, and serum proteins were not present in the spec-
trophotometer assay, the antibody assay faced an addi-
tional hurdle of competition of the test compounds
between BSA and PAI-1. Binding characteristics of the
five compounds (3, 18, 20, 22, and 32) with BSA were
then evaluated by equilibrium dialysis21 and Biacore as-
says.22 It was found that all five compounds were highly
bound to BSA with an unbound fraction below the
detection limit (<0.05%) in the equilibrium dialysis
experiment. Biacore analysis showed a 1:1 stoichio-
metric binding and comparable binding constants
(Kd ꢀ 10 lM) for 3 and 18, while other three com-
pounds were rather non-specific (stoichiometry: 2.5–3.7
at 10 lM). Thus, the presence of BSA decreased the con-
centration of free drugs for 20, 22, and 32 in the anti-
body assay much more than it did for compounds 3
and 18. It may thus be concluded that the magnitude
of drug–BSA protein interaction influenced the biologi-
cal activity and this may partially account for the poten-
cy correlation discrepancy between the two assays.
In summary, we have explored the structure–activity
relationships for the novel 2-carboxylic acid indole-
based PAI-1 inhibitors. Introduction of a lipophilic
phenyl group at the C3 position of the indole ring signif-
icantly increased PAI-1 potency. Solubility study indi-
cated that the selected compounds were soluble in the
initial assay buffer and in the antibody assay buffer.
The interaction of BSA with the selected compounds
was investigated by equilibrium dialysis and Biacore as-
says, and the initial results have suggested that the drug–
protein interaction might account for the biological
activity correlation discrepancy between the initial
screening assay and the antibody assay. This study has
shown that comparative selective and nonselective pro-
tein binding analysis can be used in further understand-
ing of the SAR of small molecule PAI-1 inhibitors.
14. Ye, B.; Chou, Y.; Karanjawala, R.; Lee, W.; Lu, S.; Shaw,
K. J.; Jones, S.; Lentz, D.; Liang, A.; Tseng, J.; Wu, Q.;
Zhao, Z. Bioorg. Med. Chem. Lett. 2004, 14, 761.
15. (a) Crandall, D. L.; Elokdah, H.; Di, L.; Hennan, J. K.;
Gorlatova, N. V.; Lawrence, D. A. J. Thromb. Haemost.
2004, 2, 1422; (b) Elokdah, H.; Abou-Gharbia, M.;
Herman, J. K.; McFarlane, G.; Mugford, C. P.; Krishna-
murthy, G.; Crandall, D. L. J. Med. Chem. 2004, 47, 3491;
(c) Gopalsamy, A.; Kincaid, S. L.; Ellingboe, J. W.;
Groeling, T.; Antrilli, T. M.; Krishnamurthy, G.; Aulab-
augh, A.; Friedrichs, G.; Crandall, D. L. Bioorg. Med.
Chem. Lett. 2004, 14, 3477; (d) Elokdah, H.; McFarlane,
G. R.; Krishnamurthy, G.; Crandall, D. L. 227th ACS
National Meeting, Anaheim, CA, United States, March
28–April 1, 2004; (e) Commons, T. J.; Croce, S.; Wood-
worth, R. P.; Trybulski, E. J.; Elokdah, H.; Crandall, D.
L.; Hennan, J.; Krishnamurthy, G.; Mugford, C. 227th