M. Krishnamurthy et al. / Bioorg. Med. Chem. 16 (2008) 8914–8921
8921
the ligand was plotted as a function of concentration, and the data
were fitted to the equation: fraction RNA bound = [ligand]/([li-
gand] + KD(TO)). The dissociation constant (KD(TO) = 3.1 1.8 lM) is
reported as the average and standard deviation for three different
experiments (see Supplementary Fig. 1).
plate reader (Perkin Elmer, excitation 485 nm, emission 535 nm).
The background fluorescence of the control wells at each concen-
tration was subtracted from the wells containing the RNA–HTP–thi-
azole orange complex at that concentration. In order to calculate
the IC50 of fluorescence displacement, the fluorescence data was
converted to binding data assuming that maximum fluorescence
corresponds to 0% displacement. The fluorescence of the other wells
was normalized to the well with 0% displacement (100% fluores-
cence) to obtain the relative fluorescence decrease. Using Kaleida-
graph 4.0 software, the above data were plotted as a function of
HTP concentration and fitted to the equation: Percentage decrease
in fluorescence = F/(1 + IC50/[ligand]) where F = Normalized relative
fluorescence of RNA–thiazole orange complex at each HTP concen-
tration subtracted from background. With aminoglycosides 7 and 8,
there was no displacement of thiazole orange up to the highest con-
centrations (see Supplementary Fig. 2). The apparent dissociation
constants of the HTPs (KHTP) were calculated using a competitive
4.8. RNA–thiazole orange stoichiometry determination
RNA stock solutions were prepared in nanopure water and thia-
zole orange stock solutions were prepared in DMSO. A reaction mix-
ture (98
Bis-TrisꢀHCl, pH 7.0, 100 mM NaCl, 10 mM MgCl2) was added to
L of increasing concentration of thiazole orange (0.1–2.5 equiv)
lL) consisting of RNA A (5 lM) in reaction buffer (50 mM
2
l
in a 96-well black OptiPlate (Perkin Elmer) at 25 °C. The mixture
was thoroughly mixed with a pipet and incubated for ꢂ15 min at
25 °C. For the control wells, 98 lL of a reaction mixture consisting
of reaction buffer (50 mM Bis-TrisꢀHCl, pH 7.0, 100 mM NaCl,
10 mM MgCl2) was added to 2 L of increasing concentration of thi-
azole orange (0.1–2.5 equiv). The 96-well plate was then read in
Victor fluorescent plate reader (Perkin Elmer, excitation
l
model using the KD of thiazole orange with RNA
A
(KTO = 3.1 1.8 lM) as determined by RNase V1 footprinting. The
3
equation, KHTP = IC50/(1 + ([TO]/KTO))30, was used to determine the
apparent dissociation constants, where [TO] = 50 nM and is the
concentration of thiazole orange in the FID assay. The KHTP values
are reported in Tables 1 and 2.
485 nm, emission 535 nm). The background fluorescence of the
control wells at each concentration was subtracted from the wells
containing the RNA–thiazole orange complex at that concentration.
The fluorescence change was plotted as a function of equivalents of
thiazole orange added. The stoichiometry was determined using
Microsoft Excel by simultaneously solving the equations represent-
ing the pre- and post-saturation regions of the curve.
Acknowledgment
P.A.B. acknowledges NIH for financial support GM061115.
4.9. Thiazole orange displacement assay
Supplementary data
RNA stock solutions were prepared in nanopure water and thia-
zole orange stock solutions were prepared in DMSO. HTP stocks
were usually prepared in water except for HTPs 17 and 23, which
were prepared in DMSO. RNA–thiazole orange complex was formed
by adding RNA (100 nM) to a solution of thiazole orange (50 nM) in
reaction buffer (50 mM Bis-TrisꢀHCl, pH 7.0, 100 mM NaCl, 10 mM
Supplementary data associated with this article can be found, in
References and notes
1. Gallego, J.; Varani, G. Acc. Chem. Res. 2001, 34, 836.
2. Thomas, J. R.; Hergenrother, P. J. Chem. Rev. 2008, 108, 1171.
3. Bartel, D. P. Cell 2004, 116, 281.
4. Winkler, W. C.; Breaker, R. R. Annu. Rev. Microbiol. 2005, 59, 487.
5. Noller, H. F. Science 2005, 309, 1508.
6. Win, M. N.; Smolke, C. D. Proc. Natl. Acad. Sci. U.S.A. 2007, 104, 14283.
7. Nomura, Y.; Yokobayashi, Y. J. Am. Chem. Soc. 2007, 129, 13814.
8. Topp, S.; Gallivan, J. P. J. Am. Chem. Soc. 2007, 129, 6807.
9. Yen, L.; Svendsen, J.; Lee, J. S.; Gray, J. T.; Magnier, M.; Baba, T.; D’Amato, R. J.;
Mulligan, R. C. Nature 2004, 431, 471.
10. Murray, J. K.; Sadowsky, J. D.; Scalf, M.; Smith, L. M.; Tomita, Y.; Gellman, S. H. J.
Comb. Chem. 2008, 10, 204.
11. Kwon, Y. U.; Kodadek, T. Chem. Biol. 2007, 14, 671.
12. Yu, P.; Liu, B.; Kodadek, T. Nat. Biotechnol. 2005, 23, 746.
13. Tan, D. S. Nat. Chem. Biol. 2005, 1, 74.
MgCl2) and incubated for 15 min. This solution (98
to increasing concentrations of the desired HTP (2
the total reaction volume was 100 L. The mixture was thoroughly
mixed with a pipet and incubated for ꢂ15 min at 25 °C. After incu-
bation for 15 min, 100 L of the solution was transferred to a 96-
well black OptiPlate (Perkin Elmer). For HTP 17, the total reaction
volume was 50 L. For the control wells, a solution of thiazole or-
lL) was added
lL) such that
l
l
l
ange (50 nM) in reaction buffer (50 mM Bis-TrisꢀHCl, pH 7.0,
100 mM NaCl, 10 mM MgCl2) was added to increasing concentra-
tions of the HTP (2
lL) such that the total reaction volume was
100 L. The 96-well plate was then read in Victor 3 fluorescent
l
14. Chaltin, P.; Borgions, F.; Van Aerschot, A.; Herdewijn, P. Bioorg. Med. Chem. Lett.
2003, 13, 47.
15. Hwang, S.; Tamilarasu, N.; Kibler, K.; Cao, H.; Ali, A.; Ping, Y. H.; Jeang, K. T.;
Rana, T. M. J. Biol. Chem. 2003, 278, 39092.
16. Hwang, S.; Tamilarasu, N.; Ryan, K.; Huq, I.; Richter, S.; Still, W. C.; Rana, T. M.
Proc. Natl. Acad. Sci. U.S.A. 1999, 96, 12997.
Table 2
Dissociation constants of HTPs from thiazole orange displacement
HTP
Dissociation constants (FID) (l
M)[a]
17. He, X. G.; Gerona-Navarro, G.; Jaffrey, S. R. J. Pharmacol. Exp. Ther. 2005, 313, 1.
18. Carlson, C. B.; Vuyisich, M.; Gooch, B. D.; Beal, P. A. Chem. Biol. 2003, 10, 663.
19. Krishnamurthy, M.; Gooch, B. D.; Beal, P. A. Org. Lett. 2004, 6, 63.
20. Krishnamurthy, M.; Gooch, B. D.; Beal, P. A. Org. Biomol. Chem. 2006, 4, 639.
21. Krishnamurthy, M.; Simon, K.; Orendt, A. M.; Beal, P. A. Angew. Chem. Int. Ed.
2007, 46, 7044.
22. Gooch, B. D.; Beal, P. A. J. Am. Chem. Soc. 2004, 126, 10603.
23. Tse, W. C.; Boger, D. L. Acc. Chem. Res. 2004, 37, 61.
24. Monchaud, D.; Allain, C.; Bertrand, H.; Smargiasso, N.; Rosu, F.; Gabelica, V.; De
Cian, A.; Mergny, J. L.; Teulade-Fichou, M. P. Biochimie 2008, 90(8), ; 1207–
1223.
25. Boger, D. L.; Fink, B. E.; Brunette, S. R.; Tse, W. C.; Hedrick, M. P. J. Am. Chem. Soc.
2001, 123, 5878.
26. Boger, D. L.; Fink, B. E.; Hedrick, M. P. J. Am. Chem. Soc. 2000, 122, 6382.
27. Boger, D. L.; Dechantsreiter, M. A.; Ishii, T.; Fink, B. E.; Hedrick, M. P. Bioorg.
Med. Chem. 2000, 8, 2049.
13
14
15
16
17b
18
19
20
21
22
23
24
1.4 0.3
>30
6.2 0.6
18.9 4.1
10.1 1.8
13.4 4.2
0.35 0.08
3.9 0.3
3.6 1.9
14.2 1.6
>30
>30
a
Conditions: 50 mM Bis-TrisꢀHCl, pH 7.0, 100 mM NaCl, 10 mM MgCl2, 50 nM
thiazole orange and 100 nM RNA A, 25 °C. Dissociation constants are reported as the
28. Boger, D. L.; Tse, W. C. Bioorg. Med. Chem. 2001, 9, 2511.
29. Pei, R.; Stojanovic, M. N. Anal. Bioanal. Chem. 2008, 390, 1093.
30. Chang, Y.; Covey, D. F.; Weiss, D. S. Mol. Pharmacol. 2000, 58, 1375.
average of three independent measurements standard deviation.
b
Average of two independent measurements.