Meghan E Breen1, Matthew B Soellner. 1. Department of Medicinal Chemistry and ‡Department of Chemistry, University of Michigan , 930 N. University Avenue, Ann Arbor, Michigan 48109, United States.
Abstract
Protein kinases are important mediators of cellular communication and attractive drug targets for many diseases. Although success has been achieved with developing ATP-competitive kinase inhibitors, the disadvantages of ATP-competitive inhibitors have led to increased interest in targeting sites outside of the ATP binding pocket. Kinase inhibitors with substrate-competitive, ATP-noncompetitive binding modes are promising due to the possibility of increased selectivity and better agreement between biochemical and in vitro potency. However, the difficulty of identifying these types of inhibitors has resulted in significantly fewer small molecule substrate phosphorylation site inhibitors being reported compared to ATP-competitive inhibitors. This review surveys reported substrate phosphorylation site inhibitors and methods that can be applied to the discovery of such inhibitors, including a discussion of the challenges inherent to these screening methods.
Protein kinases are important mediators of cellular communication and attractive drug targets for many diseases. Although success has been achieved with developing ATP-competitive kinase inhibitors, the disadvantages of ATP-competitive inhibitors have led to increased interest in targeting sites outside of the ATP binding pocket. Kinase inhibitors with substrate-competitive, ATP-noncompetitive binding modes are promising due to the possibility of increased selectivity and better agreement between biochemical and in vitro potency. However, the difficulty of identifying these types of inhibitors has resulted in significantly fewer small molecule substrate phosphorylation site inhibitors being reported compared to ATP-competitive inhibitors. This review surveys reported substrate phosphorylation site inhibitors and methods that can be applied to the discovery of such inhibitors, including a discussion of the challenges inherent to these screening methods.
Protein kinases
catalyze the
transfer of the gamma-phosphate of ATP to a serine, threonine, or
tyrosine residue of a substrate protein or peptide. The human kinome
includes 518 kinases and accounts for nearly 2% of the human genome.[1] It is estimated that collectively the 518 human
kinases can phosphorylate up to one-third of intracellular proteins
to generate up to 20 000 distinct phosphoproteins.[2] Phosphorylation of a substrate protein by a protein
kinase is an important signal transduction mechanism within the cell
and can yield diverse responses, including activation or deactivation
of an enzyme, recruitment of adaptor proteins, and changes in cellular
localization.[3−6] Through their involvement in many critical signaling pathways, kinases
control processes such as cell growth, apoptosis, motility, angiogenesis,
metabolism, and inflammation.[7−12]Illustrated in Figure 1 is the conserved
structure of the kinase catalytic domain which consists of N-terminal
and C-terminal lobes connected by a short loop termed the hinge region.[14,15] The smaller N-terminal lobe is composed of five antiparallel β
strands and one α helix, and the larger C-terminal lobe is composed
of eight α helices and four β strands. The region between
the N-terminal and C-terminal lobes and the hinge region forms a deep
hydrophobic cleft that contains the ATP-binding site. ATP makes several
key hydrogen bonds to the backbone of the hinge region which facilitate
binding within the pocket. Additionally, the phosphate binding loop
forms the ceiling of the ATP binding site and clamps down over the
phosphate groups to orient them for catalysis. The protein substrate
binding site is located within the C-terminal lobe. Also located in
the C-terminal lobe is the activation loop. Many kinases are phosphorylated
within this loop, which then undergoes a conformational change to
activate the kinase and allow access to the substrate binding site.
In addition to the catalytic domain, kinases may contain other regulatory
domains which vary across the kinome and have diverse roles including
modulating catalytic activity, recruiting substrates, controlling
localization, and serving as scaffolding sites for other proteins.[16−18]
Figure 1
Crystal
structure of the catalytic domain of Lck (PDB 1QPC).[13] Highlighted are the N-terminal lobe (green), the C-terminal
lobe (light blue), the hinge region (orange), the phosphate binding
loop (purple), the activation loop (dark blue), and the gatekeeper
residue (red). ATP is shown in stick depiction within the ATP binding
site.
Crystal
structure of the catalytic domain of Lck (PDB 1QPC).[13] Highlighted are the N-terminal lobe (green), the C-terminal
lobe (light blue), the hinge region (orange), the phosphate binding
loop (purple), the activation loop (dark blue), and the gatekeeper
residue (red). ATP is shown in stick depiction within the ATP binding
site.Due to the key roles of kinases
in critical signaling pathways,
the disregulation of kinase activity has been linked to over 400 diseases
including many cancers, autoimmune disorders, inflammation, and diabetes.[19−21] As a result, kinases are highly studied drug targets and constitute
the largest drug target class after GPCRs.[22] The first kinase inhibitor received FDA approval in 2001, and currently
over 20 kinase inhibitors have been approved, mostly for use in oncology.
Greater than 99% of reported kinase inhibitors, including all of the
currently approved kinase-targeting drugs for oncology, inhibit kinase
activity via competition for the ATP binding site.[23] The heavy focus on ATP-competitive inhibitors can be largely
attributed to the generality of this approach since all kinases contain
an ATP binding site. Additionally, ATP-competitive inhibitors have
been discovered with relative ease, initially through the design of
adenosine analogs and later using techniques such as high throughput
screening (HTS) and structure based drug design, due to the ATP binding
site being a well formed pocket designed to bind small molecules.Although many ATP-competitive kinase inhibitors have been described
and several have proved successful in the clinic, there are drawbacks
to these inhibitors that should be considered. First, the kinase ATP
pocket is highly conserved across the kinome, leading to poor selectivity
of most ATP-competitive kinase inhibitors.[24−26] Off-target
binding can result in additional toxicity of these compounds in the
clinic and also prevents the use of most ATP-competitive inhibitors
as biological probes. In addition to selectivity concerns, ATP-competitive
inhibitors must contend with intracellular ATP levels that are typically
in the millimolar range, while the ATP KM values for most kinases are in the low micromolar range. As a result
of this, there is usually poor agreement between biochemical and cellular
potency for ATP-competitive inhibitors, and a high affinity compound
(typically nanomolar to picomolar) is required in order to see potent
kinase inhibition in vivo.[24,27] Finally, the rapid and common development of ATP pocket mutations,
such as mutations of the “gatekeeper” residue that regulates
access to a back hydrophobic pocket within the ATP site, both increases
catalytic activity and confers resistance to many ATP-competitive
inhibitors.[28,29]As a result of these disadvantages,
increased attention has been
placed on developing small molecule inhibitors that instead target
the protein substrate binding site. Like the ATP binding site, all
protein kinases contain a protein substrate binding site; however,
unlike the ATP binding site, the protein substrate binding site is
less conserved between different kinases. Thus, similar to targeting
the ATP binding site, targeting the protein substrate binding site
is a strategy that can be applied to any protein kinase but offers
the chance for improved selectivity compared to targeting the ATP
binding site. Additionally, because kinase substrates are typically
present at or below their KM value in vitro, a high biochemical affinity is not always required
to yield in vitro activity.[30] These features make the discovery of small molecule substrate phosphorylation
site inhibitors highly desirable.It should be noted that small
molecule inhibitors have also been
developed that target binding sites outside the ATP and substrate
phosphorylation site, such as sites of autoinhibitory interactions,
regulatory partner binding sites, or substrate docking interaction
sites.[31−35] While this will certainly increase the selectivity of these inhibitors
and likely result in useful biological probes, this does not constitute
a general targeting strategy that can be applied to any kinase like
targeting the ATP or protein substrate binding site because these
binding sites are not present in all kinases. It should also be noted
that although some inhibitors targeting substrate docking sites show
competition with peptide or protein substrates, they are considered
outside the scope of this review because they do not bind at the protein
substrate phosphorylation site. For clarity, we use the term “substrate
phosphorylation site inhibitor” to refer to a substrate-competitive
inhibitor that binds at the protein substrate binding site in a location
analogous to that of the residue being phosphorylated.Despite
the potential benefits and the considerable effort put
toward identifying small molecule substrate phosphorylation site inhibitors,
their development has seen only limited success. This is directly
related to the structure of the two binding sites. The relative ease
of identifying small molecule ATP-competitive inhibitors is a result
of targeting a well-defined pocket designed to bind a small molecule.[14] Conversely, the substrate binding site is a
shallow, open surface in order to facilitate the kinase–substrate
protein–protein interaction.[36] The
differences between these two binding sites are demonstrated in Figure 2, which shows the structures of the insulin receptor
tyrosine kinase (IRK) and the serine/threonine kinase Akt crystallized
with ATP mimics bound to the ATP binding pocket and peptidic ligands
bound to the substrate site. In both structures, the ATP mimic nestles
deeply into the ATP cleft; in contrast, the peptide substrate mimic
sits in a much shallower, solvent exposed cleft.
Figure 2
Comparison of the ATP
and substrate binding sites for (A) the tyrosine
kinase IRK (PDB 1IR3)[37] and (B) the serine/threonine kinase
Akt (PBD 1O6K).[38] ATP-competitive ligands are shown
in green, and substrate-competitive ligands are shown in orange. The
substrate binding site is less defined and more solvent exposed than
the ATP binding site.
Comparison of the ATP
and substrate binding sites for (A) the tyrosine
kinase IRK (PDB 1IR3)[37] and (B) the serine/threonine kinase
Akt (PBD 1O6K).[38] ATP-competitive ligands are shown
in green, and substrate-competitive ligands are shown in orange. The
substrate binding site is less defined and more solvent exposed than
the ATP binding site.As a result of the protein substrate site being designed
for protein–protein
interactions, the majority of reported substrate-competitive inhibitors
are peptides which were either rationally designed from peptidic substrates
or discovered from screens of combinatorial libraries generated using
one-bead–one-compound techniques or phage display.[39−41] These inhibitors often have modest affinity for their target (midmicromolar
to millimolar) in addition to poor cellular permeability and stability
due to their peptidic nature, and these features make them undesirable
for use as biological probes or therapeutics. While the development
of small molecule substrate phosphorylation site inhibitors could
address the permeability and stability problems associated with the
peptidic inhibitors, the discovery of such inhibitors has proved incredibly
challenging. As discussed, traditional HTS approaches have rarely
yielded substrate-competitive inhibitors due to the lack of a well-defined
pocket in the protein substrate binding site. Additionally, HTS libraries
are often highly biased toward small, flat, heterocyclic molecules
that are more likely to function as ATP-mimics than as peptidomimetics.[42]In spite of the challenging nature of
targeting the substrate phosphorylation
site with small molecules, a small number of these inhibitors have
been reported. This review will survey some reported small molecule
substrate-phosphorylation site inhibitors, focusing on the difficulty
of ascertaining their binding modes and the limitations preventing
their implementation as biological tools. Additionally, screening
approaches that are likely to identify substrate phosphorylation site
inhibitors will be discussed, including the benefits and challenges
inherent to each of these methods.
Substrate Phosphorylation Site Inhibitors
Substrate
phosphorylation site inhibitors remain under-reported, with the majority
being peptidic inhibitors. Additionally, many small molecules initially
reported as phosphorylation site inhibitors have later been shown
to be ATP-competitive inhibitors or mixed competitive with respect
to both peptide substrate and ATP. In this section of our review,
we survey several small molecules reported as substrate phosphorylation
site inhibitors. As seen below, many of the inhibitors reported remain
ambiguous in their binding mode (and even whether they are actually
inhibitors of the target kinase). These vagaries are likely due to
the weak affinity that small molecule substrate phosphorylation site
inhibitors possess.
Erbstatin Analogs
Many of the first
reported kinase
inhibitors were inspired by natural products. Erbstatin (Chart 1), a phenolic natural product isolated from the
culture filtrate of Streptomyces, was originally
reported to be a substrate phosphorylation site inhibitor of the tyrosine
kinase EGFR (Ki = 5.6 μM). On the
basis of its structural resemblance to tyrosine and Lineweaver–Burk
analysis showing competition with peptide substrate but not ATP, erbstatin
was initially reported as a substrate phosphorylation site inhibitor.[43] The structure of erbstatin also resembled the
styryl pharmacophore found in peptide inhibitors incorporating dehydrophenylalanine
in place of tyrosine, further supporting the hypothesis that it bound
at the substrate phosphorylation site.[44]
Chart 1
Chemical Structures of Erbstatin and Tyrphostins
The Levitzki group has extensively studied benzenemalonitriles
based on erbstatin. We have highlighted here a few of these compounds,
termed “tyrphostins,” but for a more comprehensive analysis
of tyrphostins we direct the reader to several reviews on the subject.[45−47] In their initial reports, the group disclosed several tyrphostins,
exemplified by AG18 and AG99 (Chart 1), which inhibited EGFR with low micromolar potency
and good selectivity over the highly similar IRK (AG18 EGFR Ki = 11 μM and IRK Ki = 1.2 mM; AG99Ki = 3.5 μM).[48,49] The most potent inhibitors
blocked EGFR autophosphorylation (AG18 IC50 = 40 μM; AG99 IC50 = 4 μM) and
the EGF-dependent growth of A431/clone 15 cells but had minimal effects
on EGF-independent growth. The hypothesis that tyrphostins would bind
at the substrate phosphorylation site was supported by Dixon plots
demonstrating competition with a peptide substrate for several compounds
including AG18 and AG99; however, no evidence
was provided to demonstrate that the compounds were noncompetitive
with respect to ATP.A second library of tyrphostins with substitution
of a ketone or
amide derivative at the α position was also developed by the
Levitzki group as inhibitors of EGFR.[50] Relative to AG99, many of these compounds showed improved
affinity for EGFR, exemplified by AG538 (IC50 = 0.37 μM, Chart 1). However, most
did not significantly improve the inhibition of EGFR autophosphorylation
or EGF dependent proliferation, and importantly, competition with
peptide substrate or ATP was not examined. AG538 was
later shown to also inhibit other tyrosine kinases including IGF-1,
IRK, and Src with low nanomolar to low micromolar potency.[51] To explore the binding mode of AG538, modeling utilizing a crystal structure of IRK was used. In the
autoinhibited structure of IRK, Tyr1162 within the activation loop
binds in the active site in a position similar to the tyrosine of
a peptide substrate (Figure 3).[37,52] Modeling showed that the catechol moieties in AG538 could be superimposed over Tyr1162 and another tyrosine in the activation
loop (Tyr1158), suggesting that AG538 could bind at the
substrate phosphorylation site. This was supported by assay data showing
that the IC50 value is sensitive to the concentration of
substrate peptide but not the concentration of ATP, and Lineweaver–Burk
analysis demonstrating competition with peptide substrate was also
shown.
Figure 3
Crystal structure of the inactive form of IRK (PDB 1IRK)[52] with Tyr1162 shown in green and Tyr1158 shown in cyan.
Tyr1162 occupies the same binding site as the tyrosine residue in
a substrate peptide, shown in orange (overlaid from PDB 1IR3).[37]
Crystal structure of the inactive form of IRK (PDB 1IRK)[52] with Tyr1162 shown in green and Tyr1158 shown in cyan.
Tyr1162 occupies the same binding site as the tyrosine residue in
a substrate peptide, shown in orange (overlaid from PDB 1IR3).[37]At the same time the
Levitzki group was developing tyrphostins,
the Watanabe group was also exploring benzenemalononitrile erbstatin
analogs, including analogs such as ST638 (Chart 1) which were substituted with thioethers.[53,54]ST638 was shown to inhibit EGFR (IC50 =
1 μM) and several other tyrosine kinases including Src family
kinases but did not inhibit serine/threonine kinases. Using Lineweaver–Burk
analysis, it was demonstrated that ST638 is competitive
with respect to the EGFR substrate α-casein and noncompetitive
with respect to ATP. The Levitzki group also examined substituted
aryl thioether analogs such as AG824 (Chart 1).[55]AG824 has a high degree of similarity to ST638 and similar
potency against EGFR (IC50 = 0.94 μM), but competition
versus peptide substrate and ATP was not initially examined.Although tyrphostins were designed to act as substrate phosphorylation
site inhibitors and several were demonstrated to compete with a peptide
substrate, it was disclosed in some initial reports that several compounds
were found to have mixed-competitive binding modes. In hindsight,
this is not surprising because although erbstatin was initially reported
as a substrate phosphorylation site inhibitor, it has since been shown
to be competitive with both ATP and peptide substrate for EGFR and
to be ATP-competitive, peptide substrate-noncompetitive with other
kinases.[56−58] Upon additional analysis, it was demonstrated that AG18, AG99, AG824, and several other
benzene malononitrile tyrphostins were competitive with both peptide
substrate and ATP, but the substituted benzene malononitrile AG538 was demonstrated to be a substrate-competitive, ATP-noncompetitive
inhibitor of EGFR.[58] Although this analysis
supports earlier biochemical data and the model suggesting AG538 binds at the substrate phosphorylation site, other tyrphostins with
similar structures were shown to be competitive with both peptide
substrate and ATP. More recently, a crystal structure was solved of
the serine/threonine kinase CK2 with AG99 bound in the
ATP site.[59]As a whole, while there
is evidence to support that a few tyrphostins
such as AG538 may be substrate phosphorylation site inhibitors,
this appears to be serendipity rather than rational design. Like erbstatin,
most tyrphostins likely bind at the ATP site. ATP-competitive inhibitors
that bind an inactive kinase conformation called the αC-helix
out conformation have previously been demonstrated to be competitive
with peptide substrate while not binding within the substrate phosphorylation
site.[60] In addition, it is worth noting
that many tyrphostins have functionality (e.g., catechol) consistent
with these compounds acting as PAINS (pan assay interference compounds),
which complicates their evaluation in biochemical assays.[61]
Piceatannol Analogs
Piceatannol
(Chart 2) is a plant secondary metabolite originally
isolated from
the seeds of Euphorbia lagascae and reported to have
antileukemic properties.[62] It was later
shown by Geahlen and McLaughlin that piceatannol inhibits the activity
of the tyrosine kinaseLck in a manner that is competitive with a
peptide substrate and noncompetitive with ATP.[63] Piceatannol also was structurally similar to tyrosine and
contained the styryl pharmacophore known from peptide inhibitors.
On the basis of this evidence, piceatannol was believed to be a substrate
phosphorylation site inhibitor.
Chart 2
Chemical Structures of Piceatannol
and Piceatannol Analogs
Cushman and co-workers have examined two series of piceatannol
derivatives.[64,65] From a series of phenylhyrazones,
the best inhibitor (Chart 2) was found to have
similar potency against Lck (IC50 = 70 μM) as piceatannol
(IC50 = 66 μM). The phenylhydrazone was also shown
to be competitive with respect to a peptide substrate of Lck and noncompetitive
with ATP, suggesting that like piceatannol it may be a substrate phosphorylation
site inhibitor. A series of pyridine containing stilbene analogs of
piceatannol was also examined. This series showed less potent inhibition
of Lck compared to piceatannol, with the best compound having IC50 = 178 μM (Chart 2). Interestingly,
the stilbene is competitive with ATP and uncompetitive with peptide
substrate, suggesting that, similar to tyrphostins, small changes
in structure can result in piceatannol analogs having variable binding
modes.Piceatannol has also been shown to have other activities
in addition
to Lck inhibition. These include inhibition of other kinases, tyrosine
kinases such as Syk and JAK1, the serine/threonine kinase IκB,
and the lipid kinase PI3K, as well as nonkinase activity such as binding
to and activating estrogen receptors.[66] Its effects on diverse families of kinases suggest that piceatannol
is likely functioning as an ATP-competitive inhibitor and not a substrate
phosphorylation site inhibitor, and, in fact, the inhibition of PI3K
by piceatannol has been shown to be ATP-competitive.[67] As a result of its effects on multiple signaling pathways,
including nonkinase targets, and its probable ATP-competitive binding
mode, the use of piceatannol (and likely analogs) as a biological
probe likely offers no advantages over other more potent and moderately
selective ATP-competitive probes. As with the tyrphostins, the presence
of PAINS functionalities likely explains their complicated biochemical
assay results.[61]
ON012380
In 2005, Gumireddy and co-workers
reported the discovery of ON012380 (Chart 3).[68] A library of styryl benzylsulfones
previously shown by the authors to have potent antitumor activity
was screened against purified BCR-Abl and identified ON012380 as a potent BCR-Abl inhibitor (IC50 = 9 nM).[69−71]ON012380 also inhibited BCR-Abl with the T315Igatekeeper
mutation (IC50 = 1.5 nM), a mutation which renders the
kinase resistant to most ATP-competitive inhibitors. Lineweaver–Burk
analysis indicated that ON012380 was competitive with
a protein substrate of Abl and was noncompetitive with ATP. Together
these data suggested that ON012380 was a substrate phosphorylation
site inhibitor. ON012380 was also shown to induce apoptosis
in 32Dcl3 and K562leukemia cells (LD50 = 10–15
nM), including cells expressing BCR-Abl mutants resistant to the ATP-competitive
inhibitor imatinib. Additionally, treatment of K562 cells with ON012380 decreased BCR-Abl autophosphorylation and phosphorylation
of two substrates, Crk and STAT5.
Chart 3
Chemical Structure of ON012380
Wu and colleagues later studied
the effects of ON012380 in more depth both in intact
cells and in samples from chronic myeloid
leukemia (CML) patients.[72] Similar to the
results of Gumireddy and co-workers, it was found that ON012380 reduced the survival of K562 and BV-173leukemia cells expressing
both wild-type and T315IBCR-Abl, as well as three samples derived
from leukemiapatients who had developed the T315IBCR-Abl mutation
after treatment with imatinib. However, the authors found that these
effects were not due to inhibition of BCR-Abl. BaF3 is an interleukin
(IL)-3 dependent murine hematopoietic cell line that when transfected
with a constitutively active kinase becomes kinase-dependent, IL-3
independent.[73] When the authors evaluated
the ATP-competitive Abl inhibitors imatinib and dasatinib in IL-3-dependent
BaF3 cells and both BCR-Abl and T315IBCR-Abl transformed BaF3 cells,
only the proliferation of the BCR-Abl transformed cells was inhibited.
In contrast, ON012380 reduced the viability of both wild-type
and T315IBCR-Abl transformed cells; however, it also inhibited the
growth of the IL-3-dependent cells, indicating that the growth inhibition
was independent of Abl.Wu and co-workers also examined changes
in tyrosine phosphorylation
in BaF3, BV-173, and K562 cells in the presence of imatinib, dasatinib,
and ON012380.[72] They observed
that while imatinib and dasatinib treatment reduced total phosphorylation
levels, including the levels of BCR-Abl substrates, ON012380 had no effect on phosphorylation levels, which indicates that ON012380 does not inhibit Abl kinase activity and supports
the results from the BaF3 cell study. Furthermore, when the activation
of caspase cascades was examined, it was found that as expected apoptosis
induced by treatment with imatinib was dependent on BCR-Abl transformation
and inhibition of Abl. In contrast, treatment with ON012380 induced apoptosis independent of BCR-Abl transformation and occurred
in the absence of kinase inhibition. The authors note that the discrepancies
between their data and Gumireddy’s may be due to differences
in assays and cell models used; however, these data support that ON012380 is not a direct inhibitor of Abl kinase, and it induces
cellular apoptosis through a kinase-independent mechanism.
KX-01
The Hangauer lab has developed ATP-noncompetitive
inhibitors of c-Src by employing qualitative molecular modeling.[74,75] As a crystal structure of c-Src with a ligand bound to the protein
substrate binding site is not currently available, the authors used
a crystal structure of autoinhibited IRK to guide compound design.
In the autoinhibited conformation, a tyrosine residue in the activation
loop (Tyr1162) binds in the IRK active site in a position similar
to the tyrosine of a substrate peptide (Figure 3).[37,52] Inhibitor core scaffolds were superimposed
on Tyr1162, and from this a series of hydroxynaphthalene and hydroxyindole
methyl esters and amides predicted to bind at the substrate phosphorylation
site were designed. Several inhibitors with low micromolar IC50 values against c-Src were identified, such as compounds 2f and 2k (Chart 4; IC50 = 16 μM and 38 μM, respectively), and the IC50 values of 2f and 2k were not susceptible
to changes in ATP concentration, supporting an ATP-noncompetitive
binding mode. However, no direct evidence was presented for competition
with peptide substrate or binding at the substrate phosphorylation
site.
Chart 4
Chemical Structures of KX-01, Hydroxynaphthalene
Amide 2f, and Hydroxyindole Amide 2k
Using a similar modeling approach,
Hangauer and colleagues developed KX-01 (also called KX2–391; Chart 4) as a c-Src
substrate phosphorylation site inhibitor.[76,77] Initially, no experimental data were presented to support this claim,
and while a recent a NMR study using a paramagnetic ATP-competitive
probe has provided experimental evidence to support that KX-01 binds outside of the ATP binding site, its exact binding location
is still unconfirmed.[78] Although KX-01
has micromolar potency when evaluated with isolated enzyme (c-Src
IC50 = 46 μM), it was a low nanomolar inhibitor of
cell proliferation in HT-29 colon cancer (GI50 = 13 nM)
and c-Src transformed 3T3 cells (GI50 = 23 nM). The authors
originally proposed that this discrepancy may be due to the binding
site of KX-01 not being formed outside of the cellular
environment, and thus, when in the cellular environment where the
binding site is formed the inhibitor shows greater potency. However,
it is more likely that this is due to a secondary mechanism of action,
and indeed it was later shown through photoaffinity labeling that KX-01 interacts with a novel binding site on heterodimeric
tubulin and prevents tubulin polymerization.[79,80]The dual mechanism of action of KX-01 was confirmed
by Tu and co-workers using a proteomics strategy and Western blotting.[81] When PC3-LN4prostate cancer cells were treated
with either KX-01 or vinblastine, a microtubule inhibitor,
downregulation of expression of tubulin isotypes was observed, which
is hypothesized to be due to microtubule polymerization inhibitors
increasing the pool of tubulin, thereby leading to a decrease in tubulin
synthesis. However, the total level of Src and Src autophosphorylation
was decreased only after exposure to KX-01 and not after
exposure to vinblastine. The authors also performed photoaffinity
labeling studies which confirmed that KX-01 binds to
tubulin.The effects of KX-01 in multiple cell
lines have also
been studied, further supporting that KX-01 inhibits
both c-Src and tubulin polymerization in cellulo.
Anbalagan and co-workers confirmed that exposure to KX-01 decreased c-Src autophosphorylation and phosphorylation of c-Src
substrates in MDA-MB-231, MDA-MB-157, and MDA-MB-468breast cancer
cells treated with KX-01 or combinations of KX-01 and paclitaxel.[82] Additionally, the authors
demonstrated that KX-01 and combinations of KX-01 and paclitaxel disrupted microtubules in MDA-MB-231 cells and tumor
xenografts. Similar effects on Src activity were observed in MCF-7breast cancer cell and tumor xenographs, and it was also shown that
treatment of tamoxifen resistant MCF-7 cells with KX-01 restored tamoxifen sensitivity and resulted in synergistic growth
inhibition.[83] Finally, Liu and colleagues
demonstrated inhibition of Src activity and microtubule polymerization
in RMUG-S ovarian cancer cells and that combinations of KX-01 and the cytotoxic drug oxaliplatin resulted in synergistic inhibition
of tumor growth.[84]KX-01 has been evaluated in phase I/II clinical trials
for multiple cancers including solid tumors, acute myeloid leukemia,
and lymphoma, and a trial for a combination of KX-01 with
paclitaxel for the treatment of solids tumors is also currently recruiting
subjects.[85] However, while current data
suggest that the dual mechanism of action of KX-01 may
prove beneficial in the clinical setting, this will hinder its use
as a biological probe to study c-Src signaling. Furthermore, the large
increase in potency observed going from evaluation with purified enzyme
to evaluation in vitro suggests that the in vitro effects are due to the inhibition of tubulin polymerization
and not inhibition of c-Src.
MEB-SCI
We recently reported the discovery
of substrate-competitive c-Src inhibitors using a substrate activity
screening (SAS)-based approach (vide infra).[86] The lead inhibitor, MEB-SCI (see
Scheme 2), had low
micromolar affinity for c-Src (Ki = 16
μM), and Lineweaver–Burk analysis demonstrated that MEB-SCI was competitive with a peptide substrate and noncompetitive
with ATP. Induced fit docking also suggests that MEB-SCI binds at the protein substrate binding site. Our computational model
was supported by biochemical data showing a decrease in affinity for
a Src mutant with changes in the protein substrate binding site and
synergistic inhibition when combined with ATP-competitive inhibitors. MEB-SCI inhibited the growth of SK-BR-3breast cancer cells
(GI50 = 14 μM) with potency equivalent to some of
the most potent ATP-competitive Src inhibitors. Additionally, analysis
of Src-dependent and independent signaling pathways in SK-BR-3 cells
showed that only Src-dependent pathways were inhibited, suggesting
that MEB-SCI has good selectivity for Src in
cellulo. Currently, MEB-SCI has only been evaluated
for inhibition of isolated kinases with Src family kinases and c-Abl,
and while selectivity against Src family kinases was modest (3–20
fold), it does show good selectivity against the highly similar c-Abl
(Ki > 1 mM).
Scheme 2
Screening Methods
to Identify Substrate-Phosphorylation Site
Inhibitors
As demonstrated above, many reported small molecule
substrate phosphorylation site inhibitors were designed using the
structure of natural products thought to be substrate phosphorylation
site inhibitors or through the use of molecular modeling approaches.
However, as evidenced by both the small number of reported inhibitors
and the number of inhibitors later shown to have alternate binding
modes or targets, this approach has not been particularly successful.
As such, the development of new methods for the identification of
substrate phosphorylation site inhibitors remains an important goal.
Here we highlight screening methods that can be used for the discovery
of substrate phosphorylation site inhibitors, with a focus on benefits
and potential pitfalls of each method.
Biased Activity-Based Biochemical
Screens
Activity
based assays have long been the first choice for kinase inhibitor
HTS.[87] These approaches have traditionally
been more likely to discover ATP competitive inhibitors, but several
groups have recently reported activity-based screens in which the
assay conditions were modified to promote the identification of ATP-noncompetitive
inhibitors. This was generally accomplished by encouraging formation
of the enzyme–ATP complex, which was predicted to favor the
binding of ATP-noncompetitive ligands and discourage the binding of
weak and modest ATP-competitive inhibitors (Scheme 1). However, while this approach aims to reduce the number
of ATP-competitive hits, it can also bias toward the identification
of highly potent ATP-competitive inhibitors.
Scheme 1
Liu and colleagues reported a biased activity
assay for the identification
of ATP-noncompetitive inhibitors of LRRK2.[88] Knowledge of the kinetic mechanism and the kinetic parameters for
LRRK2, coupled with mechanistic simulations, enabled determination
of initial concentrations of ATP and PLK-peptide substrate which would
bias toward formation of the enzyme–ATP complex. A time-resolved
Forster resonance energy transfer (TR-FRET) assay performed under
these conditions was used to quantify phosphorylation of the PLK-peptide
substrate in the presence of potential inhibitors. From a screen of
63 400 compounds, 21 hits with IC50 <10 μM
were identified. The lead compound from the screen is an allosteric
inhibitor, as analysis of its effects on the ATP and substrate kinetic
parameters demonstrated that it is noncompetitive with both ATP and
peptide substrate. This suggests that the lead compound is not a substrate
phosphorylation site inhibitor.A similar approach was taken
by Lo and co-workers to screen for
ATP-noncompetitive inhibitors of CDK4.[89] It was predicted that increasing the concentration of ATP in the
assay to 12-fold above its apparent KM value would bias toward the enzyme–ATP complex. As mentioned
earlier, because the assay format also would allow for highly potent
ATP-competitive inhibitors to be identified, the IC50 values
for initial hits were determined at ATP concentrations equal to KM and 12-fold greater than KM. From a screen of 250 000 compounds, three compounds
were identified with potencies that were relatively insensitive to
ATP concentration, suggesting that they are ATP-noncompetitive inhibitors.
Additional analysis of the most potent hit (IC50 = 2.4
μM) in the presence of increasing concentrations of substrate
demonstrated that potency was also insensitive to peptide substrate
concentration. Surprisingly, although the lead compound appears to
be an allosteric inhibitor of CDK4, it was found to be an ATP competitor
of the tyrosine kinaseLck.Our lab has also modified the conditions
of an activity-based assay
to favor the discovery of ATP-noncompetitive inhibitors of c-Src by
increasing the concentration of ATP.[90] In
one screen, the ATP concentration was increased to 10-fold above its KM value, and fragment libraries were screened.
Although several hits were identified, no substrate-competitive, ATP-noncompetitive
inhibitors were found. We then tried to further bias the assay conditions
by increasing the ATP concentration to 50-fold higher than KM and screening against the c-SrcT338 Mgatekeeper
mutant. Because gatekeeper mutations are known to cause resistance
to ATP-competitive inhibitors, we hypothesized that this would also
favor the discovery of ATP-noncompetitive inhibitors. Several hits
were identified from this screen, and Lineweaver–Burk analysis
suggests that the lead inhibitor is noncompetitive with both ATP and
peptide substrate.These examples highlight that although activity
based assays can
be biased toward identifying ATP-noncompetitive inhibitors, the discovery
of substrate phosphorylation site inhibitors from such assays remains
elusive. Assay conditions that favor the identification of substrate-competitive
inhibitors will also favor the identification of allosteric inhibitors
that bind at neither the ATP nor the substrate sites. Additionally,
while these modifications discourage ligands with weak to moderate
affinity for the ATP site, they can also promote the identification
of potent ATP-competitive inhibitors. As a result of this, further
analysis of each hit will be required in order to determine the binding
mode. Overall, it appears that assays monitoring enzyme inhibition
will continue to be a poor choice for the identification of substrate
phosphorylation site inhibitors.In contrast to assays that
monitor inhibition of enzymatic activity,
the Ellman lab has developed a screening approach termed substrate
activity screening (SAS) that instead identifies molecules that serve
as substrates of an enzyme.[91−96] The identified substrates can then be optimized and later converted
into inhibitors by replacement of the reactive functionality. Because
SAS identifies substrates of an enzyme, hits that are converted into
inhibitors should inherently be substrate-competitive inhibitors.
This approach is similar to that used for the development of peptidic
substrate phosphorylation site inhibitors from peptidic kinase substrates.[97−101]The Ellman lab has previously described SAS methodology for
the
discovery of small molecule inhibitors of several proteases and phosphatases,
and our group recently reported the development of a SAS method for
the identification of small molecule substrate phosphorylation site
inhibitors of tyrosine kinases.[86] In the
SAS method for tyrosine kinases, diverse phenolic fragments are screened
using an assay that monitors ADP generation to identify substrates
of the kinase. The phosphorylatable phenol is then modified to prevent
the phosphotransfer reaction, thereby converting the substrate into
an inhibitor (Scheme 2). Using this method, we reported the first small molecule substrates
of any protein kinase. Building on previous work by Graves and co-workers
which demonstrated that fluorination of a substrate tyrosine yielded
peptide inhibitors of IRK, we fluorinated the phenol of a small molecule
substrate to yield a substrate phosphorylation site inhibitor that
was not phosphorylated by c-Src.[98,102] Further optimization
yielded the lead inhibitor MEB-SCI, a substrate phosphorylation
site inhibitor of c-Src (Ki = 16 μM)
with activity similar to ATP-competitive inhibitors in cellulo and promising selectivity (vide supra).
Competitive Binding Screens
Although activity-based
screens generally have not identified substrate phosphorylation site
inhibitors, binding assays appear better poised for success. Binding
assays can be used to either directly detect binding of a ligand to
the target or indirectly detect binding through competitive displacement
of a probe. Direct binding assays using surface plasmon resonanace
(SPR) and affinity selection mass spectrometry (ASMS) have been used
to discover ATP-noncompetitive ligands for kinase targets; however,
these methods are nonbiased, and ligands can bind to all exposed sites
on the protein.[103−105] As such, these screens are similar to activity
based screens in that they will be far more likely to identify ATP-competitive
ligands, and extensive additional analysis is required to determine
the binding mode of each hit. In contrast, using a competitive-binding
assay will allow for identifying ligands that bind to a specific site
on the target. A general scheme demonstrating how competitive binding
assays can be used to identify substrate phosphorylation site inhibitors
is shown in Scheme 3. These assays rely on
the net displacement of a probe to measure ligand binding, and therefore
using a probe that binds at the substrate phosphorylation site should
enable the exclusive identification of substrate phosphorylation site
inhibitors. The net displacement of the probe from the target can
be evaluated by multiple methods, including fluorescence-based techniques
such as fluorescence polarization (FP) and Forster resonance energy
transfer (FRET) and biophysical techniques such as SPR.
Scheme 3
Despite the promise of competitive binding assays
for the discovery
of substrate phosphorylation site inhibitors, these screens have not
yet been used for the identification of substrate phosphorylation
site inhibitors. Interestingly, fluorescently labeled substrate phosphorylation
site inhibitor peptides that could be used in competitive binding
assays to identify small molecule substrate phosphorylation site inhibitors
have been developed but were not used for this purpose. For example,
Saldanha and co-workers used a peptidic substrate phosphorylation
site probe (Kd = 4.4 nM) in the development
of a ligand-regulated competition (LiReC) screen to identify compounds
that modulate the interactions between the catalytic and regulatory
domains of PKA, and Tsuganezawa and colleagues used a peptidic substrate
phosphorylation site probe (Kd = 5 μM)
in a fluorescent correlation spectroscopy (FCS) assay to identify
ATP-competitive inhibitors of Pim-1 that also make interactions with
residues known to be important for substrate binding.[106,107] While these probes could be used in competitive binding screens
for substrate phosphorylation site inhibitors of PKA or Pim-1, this
application has not been reported. Stebbins and colleagues have also
reported using a competitive binding assay for the identification
of inhibitors targeting a scaffolding site in JNK, but although these
inhibitors were shown to compete with a substrate protein, they do
not bind at the substrate phosphorylation site.[108]The limited development of competitive-binding screens
using substrate
phosphorylation site probes is likely a direct result of the assay
design requirements.[109] Ideally, the probe
should have high affinity for the target in order to ensure that a
high fraction of the probe is bound without requiring large quantities
of enzyme. Most reported substrate phosphorylation site ligands are
peptides with modest affinities (low to high micromolar) and do not
fulfill this requirement. One way to address the modest potency of
many substrate phosphorylation site ligands is to develop bisubstrate
ligands.[110] These compounds contain a substrate
phosphorylation site ligand (usually a peptide) covalently linked
to a ligand for the ATP binding site. The bisubstrate compound usually
has greatly increased potency relative to the peptide alone, which
makes them more amenable for use as probes. As illustrated in Scheme 4, these bisubstrate probes will be displaced by
both ligands for the substrate phosphorylation site and ligand for
the ATP site. There have been several reports of the use of bisubstrate
probes in the development of competitive-binding assays for kinase
targets that can identify and characterize both ATP-competitive inhibitors
and substrate phosphorylation site inhibitors.
Scheme 4
The Uri group has developed several bisubstrate
inhibitors, termed
ARCs, by linking adenosine to arginine rich peptides, and they have
begun using these ARCs as probes to develop competitive binding assays.
A SPR competitive-binding assay for the determination of the affinities
of both ATP-competitive ligands and substrate phosphorylation site
ligands of PKA was developed by immobilizing an ARC via a streptavidin–biotin
complex.[111] The immobilized probe ARC-704 (Chart 5) had excellent affinity
for PKA (Kd = 16 nM), and the SPR assay
was able to detect displacement of the bisubstrate probe by the binding
of known ATP-competitive inhibitors, other ARCs, and protein substrates
of PKA. The Kd values for the known inhibitors
characterized with this assay were in good agreement with reported
values.
Chart 5
Chemical Structures of Bisubstrate Probes for Competitive Binding
Assays
The same group has also developed
an FP method utilizing a bisubstrate
probe based on an ARC for the characterization of ligands of PKA and
ROCK.[112] The FP probe ARC-538 (Chart 5) was generated by labeling the N-terminus
of the peptidic portion of the ARC with the fluorescent tag TAMRA.
The probe had excellent affinity for PKA (Kd = 480 pM), and displacement of the probe from PKA was observed with
ATP-competitive inhibitors, other ARCs, and protein substrates of
PKA. The probe is also reported to be a ligand for ROCK (Kd = 3.6 nM), but displacement of the probe by a substrate
phosphorylation site ligand for ROCK was not evaluated. In both cases,
the Kd values for known inhibitors obtained
using the FP assay were in good agreement with literature reports.Our lab has also developed a bisubstrate TR-FRET tracer that can
identify substrate-competitive inhibitors.[113] A bisubstrate inhibitor of c-Src was fluorescently labeled with
Cy5 to generate a TR-FRET tracer. Similar to what was seen with the
ARC probes, this probe has excellent affinity for c-Src (Kd = 6 nM). In a TR-FRET assay with c-Src, displacement
of the tracer by known ATP-competitive and substrate-competitive ligands
could be detected, and the Kd values obtained
for the ligands using this assay were in good agreement with literature
values.These examples demonstrate that a variety of competitive
binding
assay formats can be used with bisubstrate probes to recognize substrate
phosphorylation site ligands, but thus far screens for substrate phosphorylation
site inhibitors using these methods have not been reported. Although
bisubstrate probes hold promise for the identification of substrate
phosphorylation site inhibitors, a complication of using bisubstrate
probes instead of probes that only target the substrate phosphorylation
site is that ATP-competitive inhibitors will be identified as well.
Therefore, a counter screen against an ATP-competitive probe should
be performed to rule out compounds which displace the bisubstrate
probe by competing for binding to the ATP site. A further complication
that could arise during counter screening is that recent work by Lebakken
and co-workers has shown that some ligands binding outside the ATP
site, including substrate phosphorylation site inhibitors, can displace
ATP-competitive TR-FRET tracers by causing perturbations within the
ATP binding pocket.[114] This raises the
possibility that substrate phosphorylation site inhibitors identified
from a competitive binding assay using a bisubstrate probe may be
ruled out as ATP-competitive inhibitors during counter screening.
Due to these issues, the use of a probe for the substrate phosphorylation
site instead of a bisubstrate probe would be preferable when available.A remaining issue with both substrate phosphorylation site and
bisubstrate probes is that they are not likely to bind to a large
number of kinases due to the less conserved nature of the substrate
binding site. This means that while in general competitive binding
assays could be developed with any kinase of interest, a single probe
cannot be used for all (or even most) kinases, and new probes will
need to be developed in order to access different subsets of targets.
This will be most challenging for new kinase targets; however, while
the development of substrate phosphorylation site probes may not be
initially feasible for new targets since high potency substrate phosphorylation
site ligands will likely not yet be known, a bisubstrate approach
may be possible. Many services offering broad kinase inhibitor profiling
screens include kinases whose functions are currently unknown in their
panels, and published data sets of kinase inhibitor selectivity show
that a potent ATP-competitive inhibitor can be identified for most
kinases. These data could aid in the development of bisubstrate probes
for competitive-binding assays with new targets.
NMR Screening
NMR screening has become a popular screening
method due to its ability to detect even weakly binding fragments,
but while NMR screens against kinase targets have been successful
in identifying ATP-competitive fragments, the propensity of the ligands
to bind within the better defined ATP-pocket has stalled the discovery
of substrate phosphorylation site inhibitors.[115] Recently, however, some success in identifying ATP-noncompetitive
ligands has been achieved by utilizing paramagnetic spin-labeled ATP-competitive
probes. In these experiments, NMR spectra of a compound with the kinase
of interest are obtained both in the presence and in the absence of
the spin-labeled probe. The spin-label will increase the relaxation
time of nearby protons, and thus compounds which bind simultaneously
near the probe can be identified by observing a paramagnetic relaxation
enhancement (PRE) in the NMR spectrum.[116] When using an ATP-competitive spin-labeled probe, other ATP-competitive
ligands will not be identified since these compounds cannot bind at
the same time as the probe. The probes are sensitive to ligands binding
up to 25 Å away from the spin label, a distance which includes
the protein substrate binding site (Figure 4).
Figure 4
Crystal structure of IRK bound to an ATP analog (green) and a peptidic
substrate mimic (orange), with residues within 20 Å of the ATP
binding site highlighted in cyan (PDB 1IR3).[37] The substrate
binding site is located within this 20 Å radius.
Crystal structure of IRK bound to an ATP analog (green) and a peptidic
substrate mimic (orange), with residues within 20 Å of the ATP
binding site highlighted in cyan (PDB 1IR3).[37] The substrate
binding site is located within this 20 Å radius.In 2005, McCoy and co-workers reported the use
of manganese-chelated
ATP as a paramagnetic probe for identifying ATP-noncompetitive ligands.[117] The authors demonstrated that the probe could
detect the binding of a known ATP-noncompetitive inhibitor of MEK1,
but no new ligands were reported. Although this probe should bind
to any kinase of interest, ATP (and therefore the probe) has micromolar
affinity for many kinases. Due to the modest affinity, a large excess
of the probe may be required in order saturate the kinase and obtain
the maximum signal, but this could also result in nonspecific binding
of the probe. Furthermore, Mn2+ can also bind nonspecifically
to proteins. To ensure that only ligands binding within 25 Å
of the ATP binding site are identified, the authors noted that the
probe should be used with kinases for which it has good affinity (low
micromolar to nanomolar), and if the buffer used contains manganese,
the concentration of Mn2+ should be less than 100 μM.At the same time, Jahnke and co-workers reported the TEMPO-labeled
adenine analog probe 1 (Chart 6).[118] While an example NMR spectrum for the identification
of an ATP-noncompetitive ligand (ligand and kinase not disclosed)
and recommendations for confirming hits are outlined, no new ligands
were reported. The close structural resemblance of probe 1 to ATP
should allow it to bind to most kinases. However, similar to the ATP-manganese
chelate probe, probe 1 will likely have micromolar affinity for many
kinases, and a large quantity of the probe may be required. As mentioned
previously, this can lead to nonspecific binding, and in fact, the
authors report that the probe does bind nonspecifically to some kinases.
Chart 6
Chemical Structures of Paramagnetic Probes for NMR Screening
To remedy the low affinity and
nonspecific binding of previous
probes, research groups have begun modifying potent ATP-competitive
inhibitors with spin labels. Moy and co-workers have developed the
spin-labeled probe 2 (Chart 6) based on an
ATP-competitive inhibitor that was reported to bind potently to several
kinases.[78] Profiling of probe 2 against
a panel of 19 kinases showed that it bound eight kinases with an IC50 value less than 40 nM. However, of the other 11 kinases
examined, nine had IC50 > 50 μM, suggesting that
probe 2 cannot be widely applied to any kinase of interest. The ability
of probe 2 to identify compounds binding outside the ATP pocket was
confirmed by detecting the binding of KX-01 (Chart 4) to c-Src. While a full scale screen was not reported
using this probe, the authors were able to identify the binding of
the fragment N-phenylanthranilic acid to Lck. The
binding site for this fragment has not been conclusively determined,
but the weak PRE signal and modeling of the probe in complex with
Lck predicted that it binds in a pocket adjacent to the ATP binding
site and the substrate binding site.Large screens utilizing
spin-labeled ATP-competitive probes have
not yet been reported, and it is important to remember that these
probes will identify any ligand that binds within 25 Å of the
spin-label. As such, these probes will not exclusively identify substrate
phosphorylation site inhibitors, and after a screen using one of these
probes additional experiments may be required to determine if the
ligand binds to the substrate phosphorylation site or an allosteric
site. This potentially could be minimized by carefully designing the
probe so that the spin label is placed close to the substrate phosphorylation
site. Vasquez and co-workers have used a similar approach to bias
toward the identification of inhibitors binding to a scaffold docking
site in JNK.[119] Ligands not binding at
the desired site experience weak PRE due to binding far from the spin-label
and thus can be easily discarded. However, this strategy has not been
applied to screening for substrate phosphorylation site inhibitors.Similar to competitive binding assays, the affinity and selectivity
of the spin-labeled probes will also complicate their use. Probes
based on ATP or adenine will bind to most if not all kinases, but
micromolar affinity for most kinases and nonspecific binding will
limit their use. Conversely, designing probes based on potent ATP-competitive
inhibitors such as probe 2 will minimize nonspecific binding, but
these probes will not bind to the full kinome. As a result, the development
of new probes will be required for some targets of interest; however,
as discussed previously, selectivity data sets show that potent ATP-competitive
inhibitors can be found for most kinases.
Conclusions
and Future Directions
Despite the interest
in using small molecule substrate phosphorylation site kinase inhibitors
as biological probes and therapeutics, a tiny fraction of reported
kinase inhibitors falls into this category. The vast majority of small
molecule kinase inhibitors are ATP-competitive inhibitors. This can
largely be attributed to the surface of the ATP and protein substrate
binding sites. While the ATP pocket is well formed and designed to
bind a small molecule, the protein substrate site is a shallow, solvent
exposed surface designed to facilitate protein–protein interactions
instead of binding small molecules.Many compounds initially
reported as substrate phosphorylation site inhibitors have later been
demonstrated to be ATP-competitive inhibitors or to have other nonkinase
targets that are responsible for the observed effects in vitro. As such, the development of new methods for the discovery of a
substrate phosphorylation site inhibitor remains a priority. Although
“traditional” HTS using activity based assays generally
do not identify substrate phosphorylation site inhibitors, more screening
methods are being developed that increase the likelihood of discovering
this class of inhibitors. These approaches include biased activity
assays, competitive binding assays, and NMR screening using ATP-competitive
probes. However, many of these methods still have considerable disadvantages,
such as the likelihood of identifying compounds targeting other sites
than the substrate phosphorylation site, the need to develop new probes
for different kinases, or not being applicable to all classes of protein
kinases.Overall, while these methods will aid in the identification
of
new substrate phosphorylation site inhibitors, their shortcomings
demonstrate that there is still a continuing need to improve current
screening methods as well as develop new methods. Ideally, a screening
method would exclusively identify substrate phosphorylation site inhibitors,
would be applicable to any kinase of interest, and would not require
structural knowledge of the target or the development of multiple
probes for different targets. Such a screening method would be of
great value for advancing the discovery of new substrate phosphorylation
site inhibitors to serve as biological probes and potential therapeutics.
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