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A Guide to HTS Assay Development
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Description: |
Assays for high-throughput screening (HTS) are growing explosively. Many exciting new technologies have recently been introduced, while several existing technologies have catapulted out of academic labs and into common use. At the same time, some older techniques have "hit the wall" and fallen out of favor, as others have surmounted the challenges of modernization and remained competitive.
In an expanding effort to fill their pipelines with new clinical candidates, the drug industry is struggling with ever-increasing expenditure for discovery of new compounds. For most biotechnology and pharmaceutical organizations, HTS represents the beginning of the drug development pipeline. Improvements in this early stage are extremely cost-effective, since they eliminate time and money wasted on poor leads. Thus, utilizing the appropriate assay to efficiently identify hits, and especially identification of high-quality hits, is crucial to drug development economy.
Scope of the Guide
This Guide thoroughly evaluates the capabilities, strengths, weaknesses, and expectations of leading assays and assay technologies for high-throughput screening. The organization of the Guide is tailored to reflect the importance of both assay format and target class.
Questions Answered:
- When are cheaper assays better?
- What scientific and business factors justify increased cost for an assay?
- If time is money, how can slower assays be more economical than fast ones?
- When is it OK to perform a screen before validating an HTS assay?
- What are the real benefits of miniaturization? Do these benefits extend beyond 384-well plates to 1536-well plates, or even further?
- What are the available choices for HTS format for my target of interest? What is the best choice for my particular goals?
Target Audience:
The following professionals involved in drug discovery, screening, lead generation, and assay technology will greatly benefit from this Guide:
Directors, Lab Managers, Group Leaders, Senior Scientists, Principal Scientists, Project Managers, Heads of Research & Development, and more
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Contents: |
1 Introduction
Executive Summary
New Paradigms
New Technology
The Three-Way Compromise
Economy - The Fourth Variable
Validation
Planning
Flexibility
Primary and Secondary Screening
Data Analysis
Assay Structure
Format
GPCR and Ion Channels
Platform
Purpose and Scope
Exclusions
Trends
2 Planning An HTS Program
General
Program Goals
Scientific and Business Goals
Assay Objectives
Common Problems and Pitfalls
Special Considerations for Microarrays
Assay Design and Optimization
Instruments and Equipment
Sampling and Dilutions
Mixing and Multiplexing
Sample Mixtures
Target Mixtures
Target Multiplexing
Primary and Secondary Assays
Assay Optimization
Serial Dilutions
Full Factorial Design
Standards
Standard Curves
Curve Modeling
Checklist for Assay Development
Universal Considerations
Precision
Optimal Reagent Amounts
Data Analysis
Assay Format
Homogeneous and Heterogenous
Multiplexing
Reporting System
Direct
Indirect
Agonists, Antagonists, Partial Agonists, and Competition
Agonists and Antagonists
Competition
Data Format
Colorimetrics
Fluorescence
Tramp Fluorescence
Autofluorescence
Chemiluminescence
Other Formats
References
3 Assay Structure (Format)
Binding
Specificity
Background
Blocking
Washing
Affinity, Valence, and Avidity
Affinity
Valence
Avidity
Detection
Molecular Size
Biochemical Function
Labels
Enzyme Labels
RCA
Fluorescent Label Methods
Fluorescence Intensity
Fluorescence Quenching and Fret
Fluorescence Polarization
Fluorescence Correlation
Antibodies and Immunoassays
Antibodies
Polyclonal and Monoclonal Ab
Hybridomas
Practical Considerations
Ab Labeling
Immunoassays and Elisas
Capture and Sandwich Elisas
Mimotopes
Standard Curves
Ab Cross-Reactivity
Cell Elisas and Elispots
Cell Elisas
Elispots
Bead Assay Platforms
Magnetic Beads
Fmat
Origen
Xmap
Alphascreen
Other
Other Binding Assays
Scintillation Proximity Assay (SPA)
Nucleic Acid Hybridization
Gene Expression Analysis
Purification and Amplification
Probes and Labels for Nucleic Acid Detection
Fluorescence
Arrayplate
Bdna
Enzyme Assays
General
Assumptions
Enzyme Stability
Strategies
Substrate Consumption
Product Appearance
Coupled Systems
LDH
Kinetics and Endpoints
Enzyme Engineering
Important Enzyme Targets
Proteases
Kinases and Phosphorylases
Phosphorylation Assays
ATP Consumption
Other Important Enzymes
DNA Elongation
PCR and QPCR in HTS
Licensing
Modularity
Principles of PCR
Principles of QPCR
Tips for QPCR
QRTPCR
Other Important HTS Assays
ADME
Solubility
Absorption
Caco2
PAMPA
Biodistribution
Drug Metabolism and Excretion
References
4 Miniaturization And Automation
Miniaturization
General
Advantages
Disadvantages
Management
Microplates and Liquid Handlers
Microplates
Standards
Tips Racks and Microtubes
Miscellaneous and Extra-Small Wells
Black, White, and Clear
Coatings
Common Microplate Problems
Damage
Warp
Cleanliness
Special Problems with 1536-Well Plates
Microplate Equipment
Seals
Mats
Stickers
Iron-Ons
Seal Validation
Bar Codes
Microplate Handlers
Integrated or Modular
Organization
Linear
Cylindrical
Access and Security
Liquid Handlers and Dispensers
Variables
Volume
Calibration
Fixed and Disposable Tips
Nanoliter Measurement
Pens
Non-Contact Delivery
Software
Plate Washers
Microplate Density
One- and Two-Pin Models
Flow Rate and Volume
Cell Handling
Cleaning and Maintenance
Testing
Arrays and Microarrays
General
Arrays Versus Microarrays
cDNA Versus Oligonucleotides
Quality
Whole Genome Chips
Manufacturing
Non-Human Chips
Homemade and Custom Arrays
Substrates
Oligo Sets
Flow-Through Chips
High-Throughput RNA Preparation
Cell Disruption
Purification of RNA
RNA Stabilization
Automation
Commercial Kits for RNA Purification
Microarray Data Analysis
Errors
Stepwise Analysis
Background
Gene Linkage
Miame and Mage
Miame
Mage
Arrayexpress
Tips
Validate Splice Variants
Use Enough Buffer
Reduce Ambient Light
Hold Your Breath
Temperature
Controls
Array Readers
FI
Alternatives to FI
References
5 Cell-Based Assays
General
Important Controls
Autofluorescence
Cell Autofluorescence
Sample Compound Fluorescence
Non-Specific Binding
Probe Specificity
Reagent Stability and Variability
Viability
Applications
Viability and Cytotoxicity
Medium Acidification
Metabolic Activity
Plasma Membrane Integrity
Apoptosis
Protein Trafficking and Translocation
Gpcr And ß-Arrestin
Mapk
Nuclear Receptors
Nf-kB
Toxicity
P450
Nephrotoxicity
Cardiac Arrhythmia
Bone Marrow
Strategies
Fixing
Transfect and Over-Express Target Protein
Protein Engineering
EBV Episomes
Clone and Express
Multiplexing
Large-Scale Cell Culture
Out-Sourcing
Common Problems
High Content Screening (HCS)
General
Development
Cytometry and Cell Sorting
Simple
High-End
Confocal Imaging
Historical Introduction
Arc and Laser Illumination
Scanners
Spinning Disks
Others
HCS Strategies
General
DNA Measurements
Viability
Nuclear Receptors
Promiscuous Heterodimers
Image Analysis
General
Hardware
Software
Algorithms
Common Artifacts
Lysates
Lysis Buffers
Filter-Based Binding Assays
Protein Expression and Gene Induction
Important Targets for Cell-Based Assays
GPCR
Strategies
Ligand Binding Assays
Membrane Preps
Second Messengers
Calcium
Ip3
Camp
Gtp Binding
Reporter Genes
Xenopus Melanophore
Protein Trafficking
ß-Arrestin
Ion Channels
Ion Flux Assays
Patch-Clamp
Automated Patch-Clamp Platforms
Reporter Dyes
Voltage Sensitive Dye Systems
Membrane Binding Assays
Automated Cell Culture
Pitfalls
Plating
Uneven Suspension
Culture Plate Surface Treatments
Phenotype
Characterization of Transfected Cell Lines
Western Blot and Cytometry
Handling and Cell Culture Conditions
Viability
Biology
Fixing
Emerging Platforms for Cell-Based Assays
References
6 Information Management
Data Acquisition
Data Analysis
Expectations
Strategies
Error Detection
Error Correction
Normalization and Data Condensing
Data Standardization
Statistical Analysis
Binning and Pooling
Statistics
General
Strategies
Random and Systematic Error
Random Error
Systematic Error
Bias
Type 1 and Type 2 Error
Sample Number (N)
Signal-To-Noise and Signal-To-Background Ratios
Signal-To-Noise
Signal-To-Background
Limit Of Detection
Precision and Accuracy
Standard Deviation
Coefficient of Variance
Resolution
Residual Analysis
Ordinary Least Squares
Residual Analysis
Z' Factor
Software and Automated Data Analysis
References
7 Emerging Technologies
Ultraminiaturization
Microfluidics
Mems
Non-Image-Based Hcs
Protein Arrays
Ab Arrays
Substrates
Tissue Arrays
Evanescent Waves
Single Molecule Detection
High-Throughput Clinical Diagnostics
Miscellaneous
Quantum Dots
Thermal Stability
Bar Codes
QTL
Etags
Ultrasonics
Liquid Crystals
Virtual Screening
References
8 Appendices
Abbreviations, Acronyms, and Definitions
Common Equations
Binding Constants
Equilibrium Binding
Binding Kinetics
Inhibitors
Enzyme Kinetics
Information Sources
Resources for Detailed Protocols
Orgs
Schools and Other Non-Commercial Sites
Journals and Other Commercial Publications
Checklist for HTS Assay Development
Research Guide for General Assay Development
General
Sample
Data
Standard Checklist
Miame Checklist for Microarrays
Experiment
Experimental Design
Samples Used, Extract Preparation and Labeling
Hybridization Procedures and Parameters
Measurement Data and Specifications
Array Design
The Miame Checklist
Experiment Design
Samples Used, Extract Preparation and Labeling
Hybridization Procedures and Parameters
Measurement Data and Specifications
Array Design
Vendors
References
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