novel assays and human model systems for epigenetic drug … · (cpdk and cpdkb) that target same...
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AbstractWe have developed a comprehensive suite of in vitro biochemical, cellular assays and human model systems to support compound screening and
development by evaluating target-specific physio-chemical binding properties and compound effects on complex biological signaling networks.
In this study, we determine inhibitor potency and selectivity using BROMOscanSM, the industry’s largest panel of bromodomain targets and evaluate
the phenotypic impact of these inhibitors on human primary cell-based BioMAP® Systems. We profiled a number of benchmark inhibitors that
target kinases, BET family bromodomain reader proteins and Histone deacetylases (HDACs) to generate binding profiles and phenotypic signatures
for each target class when compared to profiles for over 3000 clinical, failed pharmaceutical or tool compounds in the BioMAP database.
Interestingly, a number of reported kinase inhibitors were shown to bind to bromodomains with high potency (Kd = 0.01 – 1 uM) and also demon-
strated more complex phenotypic signatures when compared to selective benchmark inhibitors, consistent with their dual kinase/bromodomain
activities. These data highlight the potential for unforeseen, high affinity synergistic inhibition of these important epigenetic regulators in addition to
their original target kinase. DiscoveRx assays can provide a comprehensive evaluation of epigenetic inhibitors with respect to target potency,
selectivity and impact on signaling mechanisms and resultant phenotypes in human cells. Taken together, these findings can be used to guide
compound prioritization, indication selection and highlight potential safety issues to thereby improve the probability of clinical success.
BROMOscan Core Technology Platform
Competition No Competition
+ Test Compound
- Test Compound
DNA Tagged Bromodomain
Immobilized Ligand
Test compound
BROMOscan provides a direct measure of the amount of bromodomain bound to an immobilized ligand in the presence or absence of test com-pound using an ultrasensitive quantitative PCR (qPCR) readout.
BioMAP Systems Platform
BioMAPAssay Systems
ReferencePro�le Database
Predictive Informatics Tools
Human primary cells Disease-models40+ systems
Biomarker responses to drugs are stored in the database>3000 drugs
Specialized informatics tools are used to predict clinical outcomes
BROMOscan – First In Class Bromodomain Screening Platform
34 validated bromodomain assays • Over 50% coverage distinct targets
• 7/8 families represented
• Putative therapeutic targets (BET, ATAD2, TRIM24)
• All BET family domains plus 24 non-BET assays
Bromodomain TargetsATAD2A BRD4(1) BRPF3 SMARCA2
ATA2B BRD4(2) CECR2 TAF1(2)
BAZ2A BRD4(1,2) CREBBP TAF1L(2)
BAZ2B BRD4(full length, short-iso) EP300 TRIM24(Bromo.)
BRD1 BDR7 FALZ TRIM24(PHD, Bromo.)
BRD2(1) BRD9 GCN5L2 TRIM33(PHD, Bromo.)
BRD2(2) BRDT(1) PBRM1(2) WDR9(2)
BRD3(1) BRDT(2) PBRM1(5)
BRD3(2) BRPF1 PCAF
I
II
III
IV
V
VI VII
VIII
BRWD3(1)PHIP(1)ZMYND11
MLLASH1L
PB1(2)PB1(3)
PB1(1) PB1(4)
PB1(6)
PB1(5)
SMARCA2
TAF1L(2)
TAF1(2)PRKCBP1
TAF1L(1)TAF1(1)
TRIM28
SMARCA4
WDR9(1)
BAZ2A
BAZ2B
TRIM66
TRIM24
TRIM33
SP110
SP100
LOC93349SP140
BRD8(2)
BRD7
BRD1BRPF3
BRPF1
BRD9
BRD8(1)BAZ1B
ATAD2B
EP300CREBBP
ATAD2A
WDR9(2)
BAZ1A
PHIP(2)
BRWD3(2)
BRDT(2)
BRDT(1)
CECR2
BRD4(2)
GCN5L2FALZ
BRD3(2)
BRD2(2)
PCAF
BRD2(1)BRD3(1)
BRD4(1)
Agreement Between BROMOscan and SGC Tm Shift Data
Bromosporine Kd (nM)
Tm S
hift
(100
uM
Bro
mo
spo
rine
)
11
10
9
8
7
6
5
4
3
2
1
4 10 40 100 400 1000 4000 10000 40000
Bromosporine-induced Tm shift measurements
• Validated fluorescence-based thermal shift assay developed at the SGC
• Magnitude of bromodomain Tm shift in the presence of inhibitor predicts affinity
• Data collected by S. Knapp and S. Muller-Knapp, SGC, personal communication
BROMOscan and Tm Shift data in outstanding agreement
• Striking agreement between two very different formats
• Cross-validates the formats
• Further quantifies Bromosporine binding promiscuity
Outstanding agreement between BROMOscan and Tm Shift data
• Cross-validates different assay formats
• Further quantifies Bromosporine binding promiscuity
Family II (BET) Validation: Kd Data
Ass
ay S
igna
l
[I-BET], nM
BRD2(1) BRD2(2) BRD3(1) BRD3(2)Inhibitor Bromodomain
BROMOscanKd (nM)
Published ITC*Kd (nM)
I-BET(active enantiomer)
BRD2(1) 79 61
BRD2(2) 23
BRD3(1) 34 51
BRD3(2) 27
BRD4(1) 59 55
BRD4(2) 11
I-BET(inactive enantiomer)
BRDT(1) 160 nd
BRDT(2) 45 nd
BRD2(1) 9700 nd
BRD2(2) 1500
BRD3(1) 2600 nd
BRD3(2) 1300
BRD4(1) 5000 Interaction not detected
BRD4(2) 840
BRDT(1) 15000 nd
BRDT(2) 4200 nd
*Nature (2010) 468: 1119.
BROMOscan data consistent with published ITC data• Potency, rank order and lack of potent activity for inactive I-BET enantiomer
Accurate BROMOscan data collected for multiple inhibitors• JQ1, I-BET, PFI-1 & other known inhibitors (not shown)
Alison O’Mahony and Dan TreiberDiscoveRx Corporation, Fremont, CA 94538-3142
DiscoveRx Corporation 42501 Albrae Street, Fremont, CA 94538 United States tel | 510.979.1415 (Fremont, CA) tel | 800.644.5687 (San Diego, CA) e | [email protected] Europe tel | +44.121.260.6142 e | [email protected] www.discoverx.com
© 2013 DiscoveRx Corporation. All Rights Reserved. 091013
BioMAP Profiling of Reference BET Family BRD Inhibitors
Anti-proliferative effects Cytotoxcity (SRB ≤ -0.3Log ≈ >50% reduction in total cell protein)
BET inhibitors exhibit very similar BioMAP profiles over a broad dose range indicating signature activities that classify phenotypic impact of this target class• Highest Pearson correlation (similarity) at this dose is I-BET and I-BET-151 (r = 0.910)
At lowest dose tested (370nM), PFI-1 is weakest inhibitor while JQ1 has the strongest effects • JQ1 is overtly cytotoxic in B cells (BT), PFI-1 has similar profile at 1.1 uM dose (~3X less potent)
• I-BET, JQ1 and I-BET-151, but not PFI-1, are broadly anti-proliferative at this dose
BioMAP profiling reveals a broad range of activities including broad anti-proliferative effects, anti-inflammatory effects and modulation of matrix-related markers all of which have relevance for oncology
BROMOscan and BioMAP Identify and Phenotypically Classify Dual BRD-Kinase Inhibitors
Kinase Inhibitor 1 CpdKB
BRD4 Kd = 12 nM BRD4 Kd = 150 nM
Two structurally unrelated compounds (CpdK and CpdKB) that target same kinase are linked but only the CpdKB that has dual activity clusters with reference benchmark iBET compounds
Structure bound to BRD4(1)(S.Knapp, in collaboration with DiscoverX; manuscript submitted)
BRD
HDACi
JAKInhibitors
Pan- HDACi
p38 MAPK Inhibitors
72 known kinase inhibitors screened across BROMOscan panel – 6% hit rate• Potent (Kd = 0.01- 1 uM), diverse Bromodomain profiles
• Inhibitors designed to target TKs, STKs and lipid kinases shown to have bromodomain activity
BioMAP Systems
The dual kinase/BRD inhibitor, CpdKB, was tested at mul-tiple doses across BioMAP and compared with benchmark bromodomain (BET) and Kinase (JAK and PLK) inhibitors.• CpdKB could be differentiated at the lowest dose tested based on
activities that correlate with bromodomain activity versus the kinase only inhibitor, CpdK.
• CpdKB showed a more complex phenotype across BioMAP com-pared to benchmarks. CpdKB-specific effects include decreased inflammation markers, decreased chemokine/cytokine production (IL8, MIG, IL-1, IL6 and IL-10) and effects on matrix-related mark-ers including decreased MMPs, tPA and uPA< increased PAI-1 and TIMP-1.
• Pairwise correlation analysis of the BioMAP profiles showed that while benchmark inhibitors are confined to specific clusters, the CpdKB compound clustered with both their BET benchmarks and their respective selective kinase inhibitor.
HDACi Signatures – Vorinostat, Entinostat and Panobinostat
While Vorinostat and Entinostat have similar profiles (370 nM dose), Panobinostat is most similar at ~25X lower dose (13.7 nM) • May relate to pan-HDAC selectivity versus the more selective effects of Vorinostat (HDAC-3) and Entinostat (HDAC-1, -3)
Common activities that could indicate an HDAC-3 selective signature include decreased TNFα (LPS) and sIL-10 (Mphg), increased E-sel, IL-8 (SAg), increased PAI-1, tPA (BE) and TF (CASMC) and TIMP-1• Such activities could guide compound selection using above sentinels for screening
BET Family of BRD
HDAC Inhibitors
Pan-HDAC Inhibitor
• HDAC Inhibitors cluster independent of Bromodomains
• Selective HDACi. including Vorinostat and Entinostat, cluster at Pear-son ≥ 0.8 indicating similar BioMAP profiles at these doses
• Profiles for Panobinostat, the pan-HDACi, cluster only across its own dose range
• HDACi in BioMAP Database include clinical and tool compounds including structural analogs
Summary & Conclusions
Several challenges need to be addressed to enable epigenetic drug discovery:
• Epigenetic targets are structurally complex with limited options for high-throughput screening
• Toxicity and serious adverse effects have led to low uptake of epigenetic therapies
Rapid screening tools such as BROMOscan as well as the identification of signatures in BioMAP that are predictive for efficacy and safety will significantly support compound discovery, lead optimization and pre-clinical development in this emerging therapeutic space.
Novel Assays and Human Model Systems for Epigenetic Drug Discovery