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High-Throughput Screens for Identifying Novel Anti-cancer Agents. University Health Network. F-F Liu MD, FRCPC Radiation Oncologist/Senior Scientist. Outline. Introduction Forward Chemical Screen Reverse Screen Conclusions. HTS.
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High-Throughput Screens for Identifying Novel Anti-cancer Agents University Health Network F-F Liu MD, FRCPC Radiation Oncologist/Senior Scientist
Outline Introduction Forward Chemical Screen Reverse Screen Conclusions
HTS Test large number of molecules simultaneously via miniaturization and automation of assay protocols 1. Drug discoveries 2.Understand biological processes
Approaches to HTS 1. Reverse screens 2. Forward screens
Mutate Gene Screen for chemical binding Insert in vivo Add compound in vivo Look for phenotype Look for phenotype Reverse Genetics Reverse Classical Genetics Reverse Chemical Genetics
Random mutagenesis Select mutant with phenotype Identified mutated gene Forward Genetics Forward Classical Genetics
Plate Cells Add 1 compound/well Select compound that produces phenotype Identify protein target Forward Genetics Forward Classical Genetics Forward Chemical Genetics Random mutagenesis Select mutant with phenotype Identified mutated gene
Forward Chemical Genetics Target Identification 1. Biotin labeling 2. Y3H 3. Micro-array
Outline Introduction Forward Chemical Screen Current Reverse Screen Conclusions
Day 2 (Add Compounds) (1/well) Day 4 (MTS - viability) Screening Procedure Day 1 (Seed Cells) • Choose cells that double every 21 h • reduce bias • Screen cancer vs. normal • choose “hit” criteria with caution • Lower dynamic range than other assays, but less manipulation
64 hits screened by FaDu cell viability NIH/3T3 viability DECREASE 35 compounds 29 compounds 3 novel 1 studied Screening Procedure LOPAC Library (1280 compounds) Prestwick Library (1120 compounds) 23 compounds NO Anti-microbial YES 6 compounds
C666-1 viability 1 compound DECREASE 4 compounds 5757 viability DECREASE 1 compound 5 compounds 3 novel 1 studied Screening Procedure 6 compounds
HNC Therapeutics Forward small molecule HTS: 3 existing antimicrobials with novel anticancer properties: 1. Benzethonium Chloride Yip et al,Clin Cancer Res 15, 5557, 2006 2. Alexidine Dihydrochloride Yip et al,Mol Cancer Ther 5, 2234, 2006 3. Cetrimonium Bromide Ito et al, (manuscript under review)
Cetrimonium Bromide (CTAB) • Quaternary ammonium compound • Delocalized lipophilic cation • Lipophilic; delocalized positive charge • Penetrates hydrophobic cellular membranes • Accumulates in mitochondria due to negative M • Interacts with mitochondrial H+-ATP synthase
CTAB Induces Apoptosis FaDu: Hypopharyngeal SCC C666-1: NPC GM05757: Primary normal fibroblast
Proposed mode of action • CTAB is concentrated in tumor mitochondria due to M • CTAB-ATP synthase interactions + - M - + P
Proposed mode of action Outer Mitochondrial Membrane • H+-gradient across IMM • dissipates • M is sensed by PTP M Inner membrane • PTP opening induces MOMP • Mitochondrial dysfunction • Apoptogenic factors released - MOMP • Caspase activation • Apoptosis Matrix + MOMP Apoptosis Adapted from Wikipedia
Conclusions 1. Identified a novel mitochondria- mediated apoptogenic anti- cancer agent using a forward HTS. 2. Selective in vitro and in vivo efficacy against HNC models • Rooted at the mitochondria • M differences between cancer vs. normal cells
Outline Introduction Forward Chemical Screen Current Reverse Screen Conclusions
Objective Design HTS to identify novel genes that can selectively sensitize cancer cells to radiation when suppressed
Proposed Modifications RT+ Readout? 1.Target-driven siRNA-based approach 2.Incorporate RT into screen 3.Utilize a more appropriate readout for determining radiosensitization Adapted from Nature Rev Genetics 7:373, 2006
The multidisciplinary approach of high-content screening (HCS) requires a combination of different expertise. Korn & Krause; 11:503, 2007
Specific Aims 1.Define experimental parameters for target-driven siRNA-based HTS 2.Conduct the screen using siRNA libraries to identify novel radiosensitizing targets 3.Validate and characterize hits
Specific Aims 1.Define experimental parameters for target-driven siRNA-based HTS 2.Conduct the screen using siRNA libraries to identify novel radiosensitizing targets 3.Validate and characterize hits
Automated Clonogenic Assay Conclusions: • Effective in measuring effects of cytotoxic agents on cancer cells in vitro • Limitations • Low cell # reduces dynamic range • Unable to identify sensitization Katz et al; Biotechniques; 44:9, 2008
BrdU Cell Proliferation Assay • Bromodeoxyuridine (BrdU) • Thymidine analogue • Incorporated into newly synthesized DNA strands of actively proliferating cells (S phase) • Non-radioactive alternative to [3H]-thymidine incorporation • Examines cellular effects with long-term kinetics that are more reflective of therapeutic response
Positive siRNA Control Scrambled siRNA DNA Ligase IV siRNA
Specific Aims Define experimental parameters for target-driven siRNA-based HTS Conduct screen using siRNA libraries to identify novel radiosensitizing targets Validate and characterize hits
siRNA Libraries Dharmacon human siARRAY libraries: • 4 siRNAs pooled/gene • Protein Kinase siRNA library • 800 genes • Druggable siRNA library • 6080 genes
Specific Aims Define experimental parameters for target-driven siRNA-based HTS Conduct screen using siRNA libraries to identify novel radiosensitizing targets Validate and characterize hits
Validation of siRNA Hits siRNA library (6880 siRNAs) 0 Gy 2 Gy Decreased surviving fraction • 188 siRNAs (2 Gy) Increased surviving fraction No effect Eliminate Transfect ± RT (0 vs. 2 Gy) 137 siRNAs 51 confirmed hits Top 15 hits