Human macrophage migration inhibitory factor (MIF) is both a keto-enol tautomerase and a cytokine associated with numerous inflammatory diseases and cancer. Consistent with observed correlations between inhibition of the enzymatic and biological activities, discovery of MIF inhibitors has focused on monitoring the tautomerase activity using l-dopachrome methyl ester or 4-hydroxyphenyl pyruvic acid as substrates. The accuracy of these assays is compromised by several issues including substrate instability, spectral interference, and short linear periods for product formation. In this work, we report the syntheses of fluorescently labeled MIF inhibitors and their use in the first fluorescence polarization-based assay to measure the direct binding of inhibitors to the active site. The assay allows the accurate and efficient identification of competitive, noncompetitive, and covalent inhibitors of MIF in a manner that can be scaled for high-throughput screening. The results for 22 compounds show that the most potent MIF inhibitors bind with Kd values of ca. 50 nM; two are from our laboratory, and the other is a compound from the patent literature. X-ray crystal structures for two of the most potent compounds bound to MIF are also reported here. Striking combinations of protein-ligand hydrogen bonding, aryl-aryl, and cation-π interactions are responsible for the high affinities. A new chemical series was then designed using this knowledge to yield two more strong MIF inhibitors/binders.
Humanmacrophage migration inhibitory factor (MIF) is both a keto-enol tautomerase and a cytokine associated with numerous inflammatory diseases and cancer. Consistent with observed correlations between inhibition of the enzymatic and biological activities, discovery of MIF inhibitors has focused on monitoring the tautomerase activity using l-dopachrome methyl ester or 4-hydroxyphenyl pyruvic acid as substrates. The accuracy of these assays is compromised by several issues including substrate instability, spectral interference, and short linear periods for product formation. In this work, we report the syntheses of fluorescently labeled MIF inhibitors and their use in the first fluorescence polarization-based assay to measure the direct binding of inhibitors to the active site. The assay allows the accurate and efficient identification of competitive, noncompetitive, and covalent inhibitors of MIF in a manner that can be scaled for high-throughput screening. The results for 22 compounds show that the most potent MIF inhibitors bind with Kd values of ca. 50 nM; two are from our laboratory, and the other is a compound from the patent literature. X-ray crystal structures for two of the most potent compounds bound to MIF are also reported here. Striking combinations of protein-ligand hydrogen bonding, aryl-aryl, and cation-π interactions are responsible for the high affinities. A new chemical series was then designed using this knowledge to yield two more strong MIF inhibitors/binders.
Macrophage migration
inhibitory factor (MIF) is a proinflammatory
cytokine that is involved in numerous inflammatory and autoimmune
diseases including rheumatoid arthritis, diabetes, sepsis, and acute
respiratory distress syndrome.[1−4] Release of MIF from activated cells such as macrophages
and T-cells in turn promotes release of other inflammatory cytokines.
MIF is also overexpressed in many cancer cells where it enhances cell
proliferation by inhibiting accumulation of the tumor suppressor p53.[5] The complex biological activities of MIF as a
cytokine are modulated by its binding to the cell-surface receptors
CD74, CXCR2, and CXCR4. MIF is a homotrimeric protein with 342 residues,
which also displays enzymatic activity as a keto–enol tautomerase.
There are three identical active sites at the interfaces of the monomer
subunits. The enzymatic activity appears to be vestigial in humans;
however, nonphysiological substrates including d-dopachrome
methyl ester (DOPA) and hydroxyphenyl pyruvic acid (HPP) have been
identified and form the bases for the most common assays.[6,7] Although inhibition of the tautomerase activity does not guarantee
inhibition of biological function, many studies have supported a correlation.[8,9] A recent report has further strengthened the view that MIF-CD74
binding occurs near the tautomerase sites and that the protrusion
of inhibitors outside the active sites leads to reduced biological
activity.[10]Most studies to identify
MIF inhibitors have screened compound
libraries using the DOPA or HPP tautomerase assays.[4,9,11−14] IC50 or Ki values are reported for inhibition of the tautomerization
of these substrates. As discussed previously,[15] execution of these assays is complicated by multiple factors including
the light sensitivity of DOPA, the slow rate of tautomerization of
HPP, spectral interference of inhibitors and products, choice of protein
concentration, and short times for the linear range of product formation
in both cases. There has been limited report on activities of consensus
reference compounds in the screening studies except for the isoxazoline
(R)-ISO-1.[16] The IC50 results for it, which range from 7 μM to >100 μM,
reflect the difficulties in obtaining consistency.[9,16,17] We also reinvestigated the chromenoneOrita-13,
which had been the most active compound in the journal literature with a reported Ki of 0.038 μM in the DOPA assay.[11] However, while Ki results should be
independent of the substrate, repeated testing in our HPP assay yielded
modest Ki values of 13–22 μM.[15] Extension of the comparisons to additional compounds
from the literature has revealed a pattern of substantial inconsistencies
in reports of activities from MIF tautomerase assays.[18] Therefore, we decided to pursue development of a direct
binding assay that can overcome the problems with the tautomerase
assays. Based on our recent finding of biaryltriazoles as potent MIF
tautomerase inhibitors, we were able to design and synthesize fluorescent
ligands that can be used as effective tracers in a fluorescence polarization
(FP) assay.[19] Displacement of a ligand
by a fluorescent probe yields a readily quantified increase in fluorescent
polarization that reflects the fraction of bound ligand. The usual
advantages of FP assays apply including use of standard microplate
readers, direct determination of Kd values
with no need for substrates or radiolabeled reagents, and the ability
to reanalyse the assay plates.[19] In contrast,
for the tautomerase assays, the measurements of product formation
can only be made once in the first seconds after the addition of the
substrates. Furthermore, since the present tracers have low-nanomolar
affinity for MIF, only small amounts of the protein are required.
In the course of this work, we also determined the crystal structures
of the complexes for two MIF ligands with particularly high affinities.
The results reveal common structural features for achieving strong
binding with MIF.
Experimental Section
Chemistry
We previously reported biaryltriazoles with
the general structures 1–4 as MIF
tautomerase inhibitors with Ki values
as low as 0.057 μM in the HPP assay.[15] X-ray crystal structures for complexes of the parent quinoline 3a (X = Y = H, Z = OH) and its analogue with X = MOEO (methoxyethoxy)
were also reported and confirmed the expected binding in the MIF active
sites with the X group on C6 of the quinoline protruding into the
solvent.[15] The analogues of 1–4 utilized here were reported previously with
the exception of 3j;[15] their
syntheses feature a 1,3-dipolar cycloaddition of a phenylazide with
a substituted ethynylheterocycle obtained via a Sonogashira
coupling. We have also examined the journal and patent literature
for other potential strong binders. Compounds reported in a patent
from workers at Novartis appeared particularly promising.[20] Twenty two benzoxazinones were exemplified,
and it was stated that they had activities of 20 nM–20 μM
in an HPP tautomerase assay. The second example, which we refer to
as NVS-2 (X = p-methoxyphenyl), was singled out as
having an IC50 of 20 nM. We resynthesized it along with
examples 1 and 6, NVS-1 (X = cyclohexyl), and NVS-6 (X = p-hydroxyphenyl). As described in the Supporting Information, the general procedure from the patent was followed;
however, the details on the protection of the 7-hydroxy group were
unclear. It was found that a tert-butyldimethylsilyloxy
group worked well (Scheme ). NVS-6 was obtained from 4-methoxy-2-hydroxybenzaldehyde
and 4-methoxyaniline upon treatment with sodium borohydride,
followed by demethylation of both methoxy groups using pyridinium
hydrochloride. Additional reference compounds, ISO-1, Orita-13, 4-IPP,
and Pontamine Sky Blue (PSB), were obtained from commercial sources
(Alfa-Aesar, Tocris, Santa Cruz Biotechnology). Compound identity
was confirmed by NMR and mass spectrometry, and >95% purity of
all
assayed compounds was established by HPLC.
Scheme 1
Synthesis of NVS-2
Biology
The expression
and purification of humanMIF
followed the previous procedures.[15] The
protein has been prepared on two occasions and stored at −80
°C. Aliquots are thawed for the assaying and crystal growth,
and never refrozen. Activities were shown to be consistent for different
samples using multiple control compounds. The HPP tautomerase assay
was carried out as described before.[15] Inhibitory
activity is monitored by measuring formation of the borate complex
of the enol product at 305 nm using a Tecan Infinite F500 plate reader.
Details for the FP assay are described below and in the Supporting Information.
Crystallography
X-ray crystal structures at 1.8-Å
resolution were obtained for complexes of NVS-2 and 3-((2-(1-(3-fluoro-4-hydroxyphenyl)-1H-1,2,3-triazol-4-yl)quinolin-5-yl)oxy)benzoic acid (3i) with humanMIF. Crystals of apo MIF were obtained by the
hanging drop method. Subsequently, 2 μL drops containing the
apo MIF crystals were treated with 10 mM suspensions of the ligands
in DMSO. In both cases, after several weeks, the initial protein crystals
cracked and dissolved, and new crystals formed (Figure S1). The crystals were cryoprotected, and data collection
was performed on a Rigaku 007HF+ X-ray source with a Saturn 944+ CCD
detector at Yale. Data processing, phasing, model building, and refinement
were carried out as described previously.[15] Crystals of NVS-2 were found to occupy the P3121 space group, while those of 3i were I222. Full details are provided in the Supporting Information. The structures have been deposited
with the RCSB Protein Data Bank with PDP IDs 5HVT and 5HVS, respectively.
Results and Discussion
Design of Fluorescent Ligands
The
fluorescent ligands
were designed based on the biaryltriazoles previously reported by
our group.[15] As summarized in Scheme , starting with 3b, which has a Ki of 0.77 μM
in the HPP assay, a fluorine was added adjacent to the hydroxyl group
to yield 3c and a Ki of 0.33
μM. The improvement can be attributed to the fluorine enhancing
the acidity of the hydroxyl group, which forms a hydrogen bond with
Asn97, and/or filling a small hydrophobic space contacting Met101.
Compound 3c also bears an amino group that was reacted
with the isothiocyanate derivative of fluorescein (FITC) to yield
the fluorescent analogue A, which was subsequently found
in saturation experiments described below to have a Kd of 0.181 μM. Exploration to further improve the
affinity of the fluorescent ligand included expansion of the spacer
between the quinoline ring and the fluorophore. This led to the fluorescent
ligand B, which has a Kd of
0.056 μM and was prepared from the carboxylic acid 3j (Scheme ). The increased
potency is beneficial in allowing use of a lower protein concentration
in the FP assay. Based on the previous[15] and current crystallographic results and the consistent structure–activity
data (SAR), it is fully expected that these fluorescent ligands, derived
from competitive inhibitors, bind to the active sites of MIF. Therefore,
they can be used to identify not only compounds that competitively
bind to the tautomerase sites but also compounds that can bind to
allosteric sites that may disrupt or block the active site and keep
the tracer from binding.
Scheme 2
Design of Fluorescent Ligands A and B
Scheme 3
Complete Structure of Fluorescent MIF Ligand B Used
in the FP Assays
FP Assay Development
The assay was developed in a 96-well
format. To determine if the fluorescent ligands bind to the protein
and their affinity, binding saturation experiments were carried out.
After determination of the lowest concentration of the tracer that
gives a consistent FP value, this concentration (0.004 μM) was
fixed and increasing amounts of MIF (0 to 1.35 μM) were added,
which caused an increase in the FP values by around 4-fold (Figure A). In order to determine
if any nonspecific binding occurs, the assay was also carried out
in the presence of a high concentration of a high-affinity ligand
(NVS-2), which binds to the active site based on the crystal structure
presented below. Ligand B shows very high specificity
since there is no variation in the FP value from that of the free
tracer in the presence of 10 μM NVS-2 (Figure A, bottom curve). At high MIF and NVS-2 concentrations
there is no indication that the tracer participates in any binding
that would be signaled by an increase in the FP value. Thus, the fluorescent
ligand binds to the tautomerase sites, and the fraction of ligand
bound to ligand total can be calculated with the highest and lowest
FP values obtained in the saturation experiments. Using GraphPad Prism
6, Kd values are readily determined by
plotting this fraction vs the concentration of the protein and fitting
the results to the Hill equation. From Figure B, tracer B has greater affinity
(Kd = 0.056 ± 0.002 μM) than
tracer A (Kd = 0.181 ±
0.034 μM).
Figure 1
Determination of binding affinity of tracers A and B through saturation experiments. (A) Variation
of FP values
for both tracers as a function of MIF concentration. Bottom curve
indicates the high specificity of ligand B toward the
active site of MIF. (B) Kd determination
for ligands A and B. Lb/Lt = ratio of ligand bound to
the total. Data shown from quadruplicate experiments in three independent
assays. Mean ± SEM plotted for all data.
Determination of binding affinity of tracers A and B through saturation experiments. (A) Variation
of FP values
for both tracers as a function of MIF concentration. Bottom curve
indicates the high specificity of ligand B toward the
active site of MIF. (B) Kd determination
for ligands A and B. Lb/Lt = ratio of ligand bound to
the total. Data shown from quadruplicate experiments in three independent
assays. Mean ± SEM plotted for all data.
Competition Assays
In order to develop a competitive
FP assay to determine the affinities of unlabeled compounds, tracer B was selected since its higher affinity allows use of a smaller
amount of protein to give a sufficient difference in FP values. At
0.056 μM MIF, the ΔmP between positive and negative controls
is ca. 80 mP. Thus, we settled on standard assay conditions of 0.004
μM tracer B and 0.056 μM MIF.The compounds
listed in Table were
assayed. Most are known noncovalent tautomerase inhibitors of MIF
including 11 biaryltriazoles,[15] (R)-ISO-1,[16] and Orita-13.[11] In addition, we added an inactive analogue 3e, where the 4-methoxy group disrupts the characteristic
hydrogen bond with Asn-97,[15]3j, and the three NVS compounds.[20] We also
assayed 4-IPP, a well-known covalent MIF inhibitor,[21] and the azo dye pontamine sky blue (PSB), which is reported
to bind on the surface of MIF and inhibit both the tautomerase activity
of MIF and its binding to CD74 (IC50 = 0.81 μM).[22]
Table 1
Results for Tautomerase
Inhibition
(Ki) from the HPP Assay and for Binding
(Kd) from the Fluorescence Polarization
Assaya
compd
X
Y
Z
Ki (μM)
Kd (μM)b
1a
–
–
OH
37
30% (25 μM)
2a
–
–
OH
8.8
1.75
3a
H
H
OH
0.59
0.260
3b
AEOEO
H
OH
0.77
0.348
3c
AEOEO
H
3-F,4-OH
0.33
0.163
3d
MOEO
H
F
8.9
(>1.5)
3e
MOEO
H
OMe
NA
NA
3f
MrEOEO
H
OH
0.41
0.211
3g
MrEOEO
H
3-F,4-OH
0.15
0.152
3h
H
5-p-COOH-OPh
3-F,4-OH
0.11
0.110
3i
H
5-m-COOH-OPh
3-F,4-OH
0.057
0.071
3j
O(CH2)3COOH
H
3-F,4-OH
0.034
0.063
4a
H
H
OH
1.48
0.347
5a
OCH3
–
–
1.90
1.71
5b
COOH
–
–
1.70
1.15
Orita-13
–
–
–
17
20% (100 μM)
(R)-ISO-1
–
–
–
24
24
NVS-1
cyclohexyl
–
–
0.569
0.456
NVS-2
p-OMe-Ph
–
–
0.027
0.055
NVS-6
p-OH-Ph
–
–
0.185
0.159
4-IPP
–
–
–
(4.5)c,d
(0.446)c
PSB
–
–
–
ND
49% (200 μM)
MOEO = methoxyethoxy; AEOEO = aminoethoxyethoxy;
Mr = N-morpholinyl. NA = not active.
Kd or
% bound at indicated concentration in parentheses.
Covalent inhibitor: result is time-dependent.
IC50 from ref (9).
MOEO = methoxyethoxy; AEOEO = aminoethoxyethoxy;
Mr = N-morpholinyl. NA = not active.Kd or
% bound at indicated concentration in parentheses.Covalent inhibitor: result is time-dependent.IC50 from ref (9).For the FP assay, compounds were incubated at room
temperature
with humanMIF for 20 min, followed by the addition of tracer B. This order of addition is preferred because of the high
affinity of the tracer; otherwise, it takes modest inhibitors such
as ISO-1 1–2 h to reach equilibrium for displacing the bound
tracer. A standard buffer solution was used composed of 20 mM HEPES,
150 mM NaCl, and 0.01% Tween-20 with a pH of 7.4. Fluorescence polarization
was monitored for 1 h with λexc = 485 ± 20 nm
and λem = 535 ± 25 nm. The IC50 of
each compound for reducing the fluorescence polarization was determined
by fitting the data to a nonlinear regression for log concentration
vs response (Figure ). The IC50 is then transformed into the corresponding Kd via eq ,[23] where Kdt is the Kd of the tracer (0.056 μM), Lt and Lb are the total and
bound concentrations of the tracer, and Pt is the total MIF concentration. Full experimental details are provided
in the Supporting Information.
Figure 2
Determination of IC50 for representative
compounds.
Plotted data from quadruplicate experiments in three independent assays,
mean ± SEM.
Determination of IC50 for representative
compounds.
Plotted data from quadruplicate experiments in three independent assays,
mean ± SEM.The results from the
HPP and FP assays are recorded in Table . In principle, the Ki and Kd values
for a noncovalent inhibitor that binds to the tautomerase sites should
be the same under identical assay conditions. However, variations
can arise from multiple sources. For example, allosteric binding might
or might not lead to tautomerase inhibition and/or displacement of
the fluorescent ligand. In addition, the assay conditions are not
identical. An important consideration is the pH. The tautomerase assays
with both HPP and DOPA are carried out at pH 6–6.1, the optimal
conditions for the substrates, while we have performed the FP assay
at physiological pH, 7.4. The pH affects the protonation of functional
groups in fluorophores and, therefore, the amount of fluorescence.
In general, an acidic pH is worse than an alkaline pH for fluorescence
assays. pH 7.4 keeps the fluorescecent properties of fluorescein in
an optimal range and enhances the biological relevance.[24] There is also influence of the pH on the protein–ligand
binding, which we examined for tracer A (Figure ). As shown, increasing the
pH from 5.1 to 7.4 clearly enhances the binding of A,
and presumably the other biaryltriazoles, to MIF; the effect is likely
associated with progressive deprotonation of the catalytic Pro1, which
has a pKa of ca. 5.6.[25]
Figure 3
Influence of the pH in the binding of tracer A to
MIF. Lb/Lt = ratio of ligand bound to the total. Data shown from quadruplicate
experiments in two independent assays. Mean ± SEM plotted for
all data.
Influence of the pH in the binding of tracer A to
MIF. Lb/Lt = ratio of ligand bound to the total. Data shown from quadruplicate
experiments in two independent assays. Mean ± SEM plotted for
all data.Another issue in FP assays is
possible alteration of the fluorescence
by test compounds. The fluorescent properties of the tracer in the
presence of the compounds, but in the absence of protein, should be
checked before assaying. In the present cases, some compounds have
no effect on FP values even at high concentrations, e.g., ISO-1 and
PSB. However, other compounds, specifically 1a, 3d, and Orita-13, did yield effects. In general, the undesirable
effects decrease with the concentration such that concentrations of
test compounds below 1–3 μM do not cause interference.
However, this modulation of the fluorescence does not allow determination
of the affinity of those compounds for which the limiting concentration
is lower than their Kd values. Another
issue that can affect fluorescence is aggregation. Compounds that
form aggregates or precipitates can yield misleading FP values. Overall,
the high concentrations needed to determine the affinity of weak ligands
can be problematic due to potential nonspecific binding of the ligand
to the tracer.[24] The use of detergents
in the FP buffers such as Tween-20 helps to avoid aggregation; however,
at high concentrations, this issue may still arise. Other assays including
the tautomerase one are also prone to aggregation problems at high
concentrations.[26]In spite of the
caveats, we do observe similar results with our
tautomerase and FP assays for the compounds in Table . This is especially true for the most potent
compounds including 3g–3j and the
three NVS compounds, and the order of activities is well preserved.
The consistency between the present Ki and Kd results supports the accuracy
of both assays and contrasts the inconsistencies in prior reports
for the tautomerase activities of reference compounds.[18] Progression from 1a (3-pyridinyl)
to 2a (2-pyridinyl) to 3a (2-quinolinyl)
increases tautomerase inhibition in parallel with binding to MIF.
The effects of substituents for the quinoline series, 3a–3i, are also in good accord. The replacement
of the phenolic hydroxyl group by a methoxy group in 3e abolishes the binding and tautomerse inhibition, while the addition
of a fluorine next to the hydroxyl group improves the Ki and Kd values by a factor
of 2 for 3b/3c and 3f/3g. For compound 3d the phenolic OH is replaced
by F leading to weaker inhibition, again due to loss of hydrogen bonding
with Asn97.[15] In this case for the FP assay,
no inhibition is evident up to 1.5 μM. Above this point, there
is interference with the fluorescence, so a Kd value could not be determined. The two assays also agree
essentially quantitatively that the most potent triazole derivatives, 3i and 3j, incorporate an oxybenzoic acid substituent
at the 5-position in the quinoline ring or an oxybutanoic acid substituent
at the 6-position yielding Ki and Kd values of 0.034–0.071 μM. Insights
on the structural origins of this effect are provided below.Turning to the reference compounds, as noted above, Orita-13 with
a Ki of 17 μM is much less active
in our HPP assay[15] than expected from the
original report of 0.038 μM in the DOPA assay.[11] The modest activity is supported by the present FP results
in which only 20% binding is found at 100 μM. (R)-ISO-1 is unequivocally more active in the FP assay with an average Kd of 24 μM, from three separate measurements
of 21, 22, and 30 μM. Our group and others have assayed (R)-ISO-1 multiple times yielding IC50 and Ki values ranging from 7 to >100 μM.
In
three separate measurements with the present protocols, we obtained Ki values of 21, 24, and 28 μM for (R)-ISO-1, also averaging 24 μM. These two cases reflect
that significant variations are more probable for reports of activities
of less potent compounds, likely for the pH, aggregation, and spectral
interference issues noted above.In view of the previous inconsistencies
with published results,[15,18] it was gratifying to
find that, in our HPP assay, the NVS compounds
are indeed potent tautomerase inhibitors with Ki values of 0.569, 0.027, and 0.185 μM for NVS-1, NVS-2,
and NVS-6, respectively. The activities of NVS-2 and 3j are essentially identical at 0.03 μM, which establishes them
as the most potent tautomerase inhibitors to our knowledge. The Ki of 0.027 μM for NVS-2 is very similar
to the previously reported IC50 of 0.020 μM (20 nM).[20] In addition, the Kd values from the FP assay are quantitatively similar to the Ki results. NVS-2, 3i, and 3j with Kd values of 0.055–0.071
μM bind the most strongly to MIF among the compounds studied
here.
Covalent and Allosteric Inhibition
The FP assay also
allows discrimination of covalent and noncovalent inhibitors. The
formation of a covalent bond between an inhibitor and a residue in
a binding site is expected to occur more slowly than establishment
of a noncovalent complex. Consequently, the activity of the covalent
binder will appear to increase with increasing time. We monitored
the FP for 1 h after the 20 min incubation period with a noncovalent
inhibitor (2a) and the covalent inhibitor 4-IPP.[21] As seen in Figure , there is a clear difference between the
results. The noncovalent interactions of 2a are formed
quickly, and the equilibrium between the bound and unbound tracer
is time independent. On the other hand, in the case of 4-IPP the FP
results are time dependent showing the expected decrease in fluorescence
polarization (increase in unbound tracer) with increasing time.
Figure 4
Contrasting
FP results for a noncovalent inhibitor 2a (left) and
a covalent one, 4-IPP (right). The results for the covalent
inhibitor depend on the detection time showing increasing amounts
of unbound tracer with increasing time. Mean ± SEM plotted for
all data.
Contrasting
FP results for a noncovalent inhibitor 2a (left) and
a covalent one, 4-IPP (right). The results for the covalent
inhibitor depend on the detection time showing increasing amounts
of unbound tracer with increasing time. Mean ± SEM plotted for
all data.Finally, PSB has been reported
as an allosteric inhibitor of MIF
tautomerase activity as well as an agent able to block the binding
of MIF to CD74 with an IC50 value of 0.81 μM.[22] Crystallographic results show PSB bound to the
interface between two MIF trimers.[22] According
to our FP results, the affinity of this compound is low with 49% binding
of PSB at 200 μM.However, concern can be expressed that
the compound is aggregating
at such concentrations; when the amount of Tween-20 was reduced below
0.01%, the FP signal was lost. Though PSB does not bind in the active
site, in some multimeric form it may cover the active site and cause
partial exclusion of the tracer.
Assay Quality
In order to provide a measure of the
quality of HTS assays, Zhang et al. introduced the Z′ factor, which is calculated from the mean signals of the
positive and negative controls (μc+ and μc–) and their standard deviations (σc+ and σc–) using the formula Z′ = 1 – [3(σc+ + σc–)/|μc+ – μc–|].[27] As the signal range increases and the variations
decrease, Z′ tends to the ideal limit of 1,
while Z′ values above 0.5 are considered “excellent”.[27] From four independent measurements of the positive
(tracer B plus MIF) and negative (tracer B alone) controls for the
present FP assay, the Z′ factor is 0.69.
Crystal Structures
X-ray structures were obtained for
crystals of two of the most potent inhibitors identified here with
humanMIF. A close-up of the structure in the vicinity of the tautomerase
site is shown for 3i in Figure . The general features are as expected from
the prior reports for 3a and its analogue with an MOEO
group at C6 of the quinoline ring.[15] The
protein–ligand complexation features multiple hydrogen bonds
and aryl–aryl interactions. All three tautomerase sites of
the MIF trimer are occupied by 3i. The ammonium group
of Lys32 is coordinated by the quinolinenitrogen, N3 of the triazole,
and the carbonyl oxygen of Ile64 at distances of 3.14, 3.97, and 2.79
Å, respectively. N2 of the triazole is also in a hydrogen bond
with the backbone nitrogen of Ile64 (2.93 Å), and the phenolic
oxygen is 2.59 Å from the side chain nitrogen or oxygen atom
of Asn97. The new feature is the accommodation of the phenoxy group
on C5 of the quinoline ring. It is partially tucked into the pocket
between Pro33 and Tyr36. The added van der Waals contacts can account
to some extent for the increased potency of 3i over 3c and 3g, whose substituents at C6 of the quinoline
are solvent-exposed. There is also an electrostatic benefit of the
negative carboxylate group on the phenoxy ring in view of its proximity
to Lys32. Decreases in potency of 2- to 10-fold are found when the
carboxylate group is replaced by neutral or positively charged alternatives.[15] Another new feature is that the fluorine atom
adjacent to the phenolic hydroxyl group is oriented down between Ile64
and Asn97, making closest contact with Cγ of Met101
(3.07 Å). This was expected from molecular modeling studies,[15] but the ligands in the previous crystal structures
lacked the fluorine atom. As noted above, the 2-fold increases in
potency obtained by addition of the fluorine atom may be attributed
to inductive enhancement of the hydrogen bond between the hydroxyl
group and Asn-97 and/or the hydrophobic contact with Met101.
Figure 5
Rendering from
the 1.8-Å X-ray crystal structure of 3i bound to
human MIF. Residues near the active site are illustrated
with carbon atoms of 3i in yellow. Dashed lines indicate
hydrogen bonds. The PDB code is 5HVS.
Rendering from
the 1.8-Å X-ray crystal structure of 3i bound to
humanMIF. Residues near the active site are illustrated
with carbon atoms of 3i in yellow. Dashed lines indicate
hydrogen bonds. The PDB code is 5HVS.The corresponding structure for NVS-2 is illustrated in Figure . The interaction
themes are similar to the case for 3i with coordination
of the Lys32 ammonium group by the carbonyl groups of NVS-2 (2.80
Å) and Ile64 (2.86 Å), a bifurcated hydrogen bond between
the backbone NH of Ile64 and the NVS-2 carbonyl (3.20 Å) and
ring oxygen (3.12 Å) atoms, and a hydrogen bond between the hydroxyl
group of NVS-2 and Asn97 (2.62 Å). A striking additional feature
is a cation−π interaction between the anisyl group of
NVS-2 and Lys32; the ammonium group is positioned below the ring center
with distances of 4.5–5.5 Å to all six carbon atoms, typical
of cation−π interactions.[28,29] As for 3i, there are also multiple aryl–aryl interactions
between the inhibitors and Tyr36, Tyr95, and Phe113. The complementarity
between NVS-2 and the MIF tautomerase site appears almost ideal with
the remarkable multidentate coordination of Lys32, satisfaction of
the hydrogen-bonding demands of Ile64 and Asn97, and the aryl–aryl
interactions for Tyr36, Tyr95, and Phe113. The only part of the ligand
that appears to not be engaged in beneficial interactions is the terminal
methoxy group, though its electron-donating character may enhance
the hydrogen-bond accepting character of the carbonyl group in the
oxazinone ring. This notion is consistent with the 3-fold stronger
binding for NVS-2 than for NVS-6 in which the solvent-exposed methoxy
group is replaced by hydroxy. The ca. 10-fold weaker binding for the
cyclohexyl analogue NVS-1 clearly results from loss of the cation−π
interaction with Lys-32. In view of its small size with a heavy atom
count (HAC) of only 20, the ligand efficiency for NVS-2 is high at
0.50 ((−2.3RT/HAC) log Kd).[30] For the much larger 3i, the ligand efficiency is 0.30.
Figure 6
Rendering from the 1.8-Å
X-ray crystal structure of NVS-2 bound to human MIF.
The PDB code is 5HVT.
Rendering from the 1.8-Å
X-ray crystal structure of NVS-2 bound to humanMIF.
The PDB code is 5HVT.It should also be noted that,
as in the case of 3i, all three tautomerase sites are
occupied by copies of NVS-2. This
may reflect the strength of the interactions, or it may be regulated
by protein–protein packing. In the crystal structure for 3a bound to MIF (PDB ID: 4WR8),[15] there
is only one tautomerase site occupied per MIF trimer; however, the
protein–protein interface has tight contact between the quinoline
rings of the inhibitors protruding from the surfaces of pairs of MIF
trimers. For the present cases, 3i extends much farther
than NVS-2 from the active site (Figure ), so it is likely that MIF signaling via
binding to cell-surface receptors including CD74 will be more impaired
in the presence of 3i.[22] Thus,
higher ligand efficiency may not be desirable in this case. We have
also used the substituents at C5 and C6 of the quinoline to enhance
the solubility of the biaryltriazoles.[15]
Figure 7
Renderings
from the crystal structures for 3i (left)
and NVS-2 (right) illustrating the difference in protrusion from the
MIF binding site. The protein is shown as a space-filling surface.
The orientation of the terminal methoxy group of NVS-2 varies depending
on the binding site of the MIF trimer.
Renderings
from the crystal structures for 3i (left)
and NVS-2 (right) illustrating the difference in protrusion from the
MIF binding site. The protein is shown as a space-filling surface.
The orientation of the terminal methoxy group of NVS-2 varies depending
on the binding site of the MIF trimer.
Combined Design
In view of the striking cation−π
interaction for NVS-2 in Figure , a new molecular design was sought to merge this feature
with the triazolylphenol core of 3. Structure building
with the BOMB program[31] suggested that
replacement of the quinolinyl group of 3 with a phenoxy
group as in 5 would be appropriate (Figure ). It is expected that the
cation−π interaction is enhanced by substituents that
would further increase the electron-richness of the phenoxy group.
Thus, we had interest in preparing the 4-methoxy (5a)
and carboxylic acid (5b) derivatives. 5b is expected to be ionized to the carboxylate above pH 5.
Figure 8
Computed structure
for the complex of MIF and 5b as
modeled with the BOMB program. Anticipated hydrogen bonds and the
cation−π interaction are indicated with dashed lines.
Computed structure
for the complex of MIF and 5b as
modeled with the BOMB program. Anticipated hydrogen bonds and the
cation−π interaction are indicated with dashed lines.The synthesis of compounds 5 is outlined in Scheme ; full details are
in the Supporting Information. Treatment
of 4-methoxyphenol with trichloroethylene and base, followed
by dehydrohalogenation with n-butyl lithium, yielded
the ethynyl ether,[32] which was converted
to 5a by a one-pot Cu(I)-catalyzed “click”
reaction using 4-azido-2-fluorophenol generated in situ.[15] However, synthesis of 5b required an oxazoline protecting group[33] in view of the step using n-butyl lithium. The
two compounds were then assayed and show good potency with Ki and Kd values
of 1–2 μM (Table ). They are significantly more potent than (R)-ISO-1 and the parent 2-pyridyl analogue 2a. The small
difference in the Ki values for the acid
(5b) and ether (5a) derivatives is consistent
with what was observed for 3i (0.057 μM) and its
methoxyethoxy analogue (0.082 μM).[15] Thus, the quinolinyl and phenoxy motifs of 3 and 5 provide interesting polydentate alternatives for accommodation
of Lys32 by incorporating azine coordination or a cation−π
interaction (Figures and 8).
Scheme 4
Synthesis of Compounds 5a and 5b
Conclusion
In this work, a fluorescence polarization
assay was developed by
designing and synthesizing two fluorescein-labeled inhibitors of MIF.
The high affinity of tracer B permits use of low concentrations
of both the tracer (0.004 μM) and the protein (0.056 μM)
in the FP assay. The FP assay shows multiple advantages over the traditional
HPP and DOPA tautomerase assays used for discovery of molecules that
bind to MIF including ease of use and detection, stability of reagents,
and ready expansion to HTS formats. Both the HPP and FP assays were
applied to 22 compounds including known noncovalent, covalent, and
allosteric inhibitors of MIF. The results for the noncovalent inhibitors
show excellent accord between the measured Ki and Kd values giving confidence
in the viability of the present protocols for both assays. We also
synthesized a particularly interesting compound from the patent literature,
NVS-2; it and 3j are the most potent inhibitors/binders
in our assays. With Ki values of 0.03
μM, they are roughly 1000-fold more potent than the prototypical
MIF inhibitor (R)-ISO-1.Furthermore, the FP
assay was shown to perform well for the covalent
inhibitor 4-IPP, which demonstrated the expected time-dependence for
its binding results. The weak allosteric inhibitor PSB also yielded
a response in the FP assay showing some interference with binding
of the tracer at high concentrations. The assay results were much
enhanced by obtaining X-ray crystal structures at 1.8-Å resolution
for two of the most potent MIF inhibitors/binders, 3i and NVS-2. The structures confirmed that the anticipated binding
of these molecules and the closely related tracers occurs in the MIF
tautomerase active sites. The structures also illustrate the exquisite
binding of these potent compounds to MIF featuring extensive hydrogen-bonding
and aryl–aryl interactions along with a cation−π
interaction for the anisyl group of NVS-2. A new chemical series was
then designed merging the triazolylphenol core of 3 with
the cation−π feature of NVS-2 to yield additional strong
MIF inhibitors/binders, 5a and 5b. The present
structural and activity results along with the availability of the
FP assay place further work on seeking regulators of the activity
of MIF on a firm foundation.
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