Molecular Libraries ImplementationAnd Imaging Initiative (MLI)Molecular Libraries Implementation And...
Transcript of Molecular Libraries ImplementationAnd Imaging Initiative (MLI)Molecular Libraries Implementation And...
Molecular Libraries ImplementationAnd Imaging Initiative (MLI)
Presentation for the Council of CouncilsFrancis S. Collins, M.D., Ph.D.
March 31, 2008
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Molecular Libraries Initiative: Rationale
Urgent need to determine function of genes, proteins, and pathways
Small molecules are complementary to molecular genetic tools such as siRNASmall molecules generally act on a protein target, therefore most proximate to physiologyCan act as agonists as well as antagonistsReversible in real time
Urgent need to catalyze development of therapeutics for rare and orphan diseases
>6000 rare diseasesGenetic basis of many knownTreatments available for <100
Molecular Libraries Initiative made possible by recent convergent developments
HTOS
CompoundLibraries
Robotic TechnologyHuman
Genome Project
Availability of targets
Availability of screening
Availability of compounds
Public sector screening and chemistry initiative
AssayTechnology
Prob
abili
ty
of s
ucce
ss
Public
Pre-MLI
Cum
ulat
ive
Cos
t
Sector Science
Dedicated Compound Chem-Biol accepted into
Clinical Project Team formed Developme
1 yr 1 yr 1 yr ~ 3 yrs 1 yr 2 yrs ~3 yrs 1.5 yrs IndefiniteIndefinite
nt
Lead Ph I Ph II Ph III Target Regulatory Ph IV-VDevelopment, identification review (Additional Assay Optimization indications, Screening develop- Clinical Trials Safety (HTS or Hit-to- mentmonitoring)otherwise) Probe
How does Molecular Libraries relate to drug development?
Public Sector
Science with MLI
Prob
abili
ty
of s
ucce
ssC
umul
ativ
e C
ost
Ph IV-V(Additional indications, Safety monitoring)
Dedicated Chem-Biol
Project Team formed
Compound accepted into
Clinical Development
Target identification
Assay develop- ment Hit-to-
Probe
Screening (HTS or otherwise)
1 yr 1 yr 1 yr ~ 3 yrs 1 yr 2 yrs ~3 yrs
Ph III (Efficacy and safety in large populations)
Ph II (Dose finding, initial efficacy
in patient pop.)
Ph I (Safety)
Lead Development, Optimization
Indefinite Indefinite1.5 yrs
Regulatory review
How does Molecular Libraries relate to drug development?
Molecular LibrariesScreening Centers
Network (MLSCN)
Compound Repository(MLSMR)
Instrumentation
ChemicalDiversity
AssayDevelopment
PredictiveADMET
Technology Development
Screening/Data Production
Data Analysis/ Dissemination
CheminformaticsResearch Centers
The Molecular Libraries and Imaging Roadmap: An Integrated Initiative
The Molecular Libraries Screening Center Network
Three year pilot phase:
An NIH-academic partnership,
Network of academic initiatives providing improved tools and resources for discovery of chemical probes,
Contains a cooperative of 10 Screening Centers performing probe discovery on a common chemical library (MLSMR) and publishing results to the public chemical biology database, PubChem,
Purpose is to enhance translational progress towards improvements in human health.
MLSCN Center at Columbia University
Emory Chemistry-Biology Center in the MLSCN
Southern Research Molecular Libraries Screening Center (SRMLSC)
San Diego Center for Chemical Genomics(Burnham Institute)
Scripps Research Institute Molecular Screening Center
New Mexico Molecular Libraries Screening Center
The Penn Center for Molecular Discovery
University of Pittsburgh Molecular Libraries Screening Center
Vanderbilt Screening Center for GPCRs, Ion Channels, and Transporters
NIH Chemical Genomics Center (NCGC)
The Molecular Libraries Screening Center Network (MLSCN)
MLSCN Operation
AssayPeer review
Candidate Probe
Optimization Chemistry
Screen Data
Adequate potency and solubility?
YES
NO
Bioassay
Investigator
Optimize Assay
Compound Repository
Advice
MLSMR Compound Collection (260,000 Compounds)
DC = Diversity CompoundsNC = Non-commercialTL-KIN = Kinase Targeted LibraryTL-GPCR = GPCR Targeted LibraryTL-IC = Ion Channel Targeted Library
TL-PRO = Protease Targeted LibraryTL-NUC = Nuclear Receptor Targeted TL-NTP = National Toxicology Program SS = Known BioactivesNP = Natural ProductsDEA = DEA Controlled Substances
MLSMR Collection Growth
Molecular Libraries Compound Collection
Screening Center Goals
Discovery and development of small moleculechemical probes to be used as research tools to interrogate existing and novel biological targets and pathways.
Generate comprehensive datasets in PubChem for ML compounds
Progress on Awarded HTS Assays 2005-7
Center Assignments Assays Screened in Chemistry ProbesBurnham 19 33 22 5 15Columbia 9 18 12 4 2Emory 15 20 17 6 2NCGC 24 33 31 5 19Upenn 10 20 13 3 8Pittsburgh 13 1 4 8 4 2Scripps 12 31 30 3 7SRI 21 28 20 7 0New Mexico 10 21 16 5 2Vanderbilt 13 16 10 4 1Totals 146 234 179 44 35
Broad Range of Assay Assignments
Research Field of Awarded HTS Assays 2005-7
Mol & Cell Biol CancerInfectious Neuro Diabetes-Metabolic-Endocrine InflammationCardiovascular-hemato AgingKidney Bone-Muscle-SkinCompound Profiling
Target Class of Awarded HTS Assays 2005-7
Enzyme Cell pathwayProtein-Protein Interaction GPCRIon Channel TransporterCell viability Zebrafish assayNuclear Receptor Protein-Nucleotide interactionProtein conformation NMR /fragmentCompound Profiling
Growth In PubChem Substances / Compounds
Growth In PubChem BioAssays
Growth in PubChem Users per Day
Two Examples of Projects
1. Emory University Molecular Libraries Screening Center, Ray Dingledine
Inhibitor of measles virus RNA polymeraseAssay from Richard Plemper, Emory University
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Measles virus (MV) inhibitor
Despite the existence of a vaccine, MV remains among the most lethal human pathogens and accounts for approximately 500,000 deaths annually (WHO)
Novel antivirals against MV are desired to control local outbreaks.
Why?Herd immunity is below protective levels in developing countriesDecreased vaccination compliance in parts of the developed worldNo therapeutic strategy for management of cases of severe measles
Richard Plemper & Jim Snyder
MV-eGFP control
GFP
Phase
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Development of a robust HTS assay
Cellular assay based on recombinant MV, with eGFP added to the amino terminus of the viral glycoprotein34,000 compounds assessed in a first-pass screenAS-48 is a known positive control
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Compound #16677 shows nanomolar activity against 8 primary MV isolates
IC50 concentrations against live MV range from 31 to 245 nMCompounds shown to not inhibit viral entry or host protein synthesisTarget narrowed down to the RNA polymerase complex
MV escape mutants and directed mutagenesis identify the target
I->V N->T S->AH->YIIIIII
S->PN->TS->P
E->G
Natural escape mutants paramyxovirus polymerase
765-R I A S L V Q G D N Q
L
T I A-778
PA A
GDNQ motif is the active center for phosphodiesterase bond formation
Site-directed mutagenesis of polymerase domain confirms IDIII
16677
Hit to probe development
Iterative rounds of analog generation and cell-based bioassayApprox. 150 analogs created in increasingly focused libraries
First measles virus probe
Mean EC50 = 3.8 nM(n=5 experiments)
Cell toxicity >300 μM
Mechanism: viral polymerase inhibitor
Shows in vivo efficacy in rats against intranasal infection with MV
1E-6 1E-5 1E-4 1E-3 0.01 0.1 1 100
25
50
75
100
10,000
100,000
1,000,000)lortn c
o %,
/ml
fup (etrs
tiu
s vi
rsl
eae
m
μconcentration of 14d probe ( M)
spe
rimen
t)
/ml
fup(e in
5 e
xrit
ial t
init
EC50 = 0.6 nM
SO O
NH
O
NN
CF3
MeN
CID 16122506
Two Examples of Projects
1. Emory University Molecular Libraries Screening Center, Ray Dingledine
Inhibitor of measles virus RNA polymeraseAssay from Richard Plemper, Emory University
2. NIH Chemical Genomics Center, Chris AustinInhibitors of S. mansoni peroxiredoxinsAssay from David Williams, Illinois State University
WHO/TDR
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Developing drugs for Schistosomiasis
Parasitic disease that affects 250 million people, mostly in Africa Dr. David Williams at Illinois State University identified potential new targetThe NIH Chemical Genomics Center and Dr. Williams worked together to successfully identify targeted chemicals that provide a starting point for new drugs
Targeted Redox Pathway
Inhibition of S. mansoni peroxiredoxin would prevent worm degradation of hydrogen peroxide and kill schistosomes
O2 O2*- H2 O2 H2 O
OH* / OCl- Schistosome death
Superoxide dismutasee-
CatalaseGlutathione peroxidasePeroxiredoxin
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Quantitative HTS
70,000 compounds at 7 concentrations (qHTS)Dose-response curve for all compounds (PNAS 103, 11473-8 (2006))~10,000,000 data points (16 Time-Point Reads)31 hours of robot time
Results: 100 compounds with IC50 < 40 µM71 compounds6 different structural classes
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Control Treatment 1 Treatment 2 Treatment 3
Tota
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NCGC1597 Inhibitor of Schistosoma mansoni Peroxiredoxins
NCGC1597 was administered by intraperitoneal injection at 10 mg/kg for 5 days at different points during the development of Schistosoma mansoni in the mouse.
Nature Medicine, March 2008
ML Production Phase, starting summer 2008
Three different types of CentersComprehensive Screening CentersSpecialized Screening CentersSpecialized Chemistry Centers
With advent of Chemistry Centers, increased emphasis on network communication
Each Center may have center-defined research
Screening Centers will provide outreach and greater support for assay implementation
Screening Centers will be expected to run all primary and secondary screening assays
http://mli.nih.gov/