Compound Selection in Chemistry

Podcast Beta

Play an AI-generated podcast conversation about this lesson

Questions and Answers

What does 'cherry picking' refer to in the context of compound selection?

The assembly of compounds without any assessment.

The application of defined filters for compound selection. (correct)

The random selection of compounds for testing.

The use of complex assays for compound assembly.

Why is focused compound selection often performed in high-throughput screening (HTS) departments?

Due to the complexity or expense of the assay. (correct)

Because it reduces the overall compound collection size.

To ensure all compounds are tested for every assay.

To minimize the time spent on routine screenings.

What trend is noted in assay development?

Shifting focus from biochemistry to chemistry assays.

Increasing emphasis on mechanistically driven high-quality assays. (correct)

The use of a broader range of compound libraries.

Reliance on traditional assay methods without modernization.

What advantage has been enabled by homogeneous assay principles?

Reduction of reagent usage and data point costs. Signup and view all the answers

What has shifted the focus of compound selection in screening libraries?

The application of defined electronic or physical filters. Signup and view all the answers

What is a key factor in the complexity of an assay that influences compound selection?

The expense incurred during routine testing. Signup and view all the answers

How have sensitive detection technologies impacted assay formats?

They have allowed for miniaturization of assay formats. Signup and view all the answers

What is a characteristic of the compound collections used in screening today?

They range from several hundred thousand to a few million compounds. Signup and view all the answers

What is the primary goal of high throughput screening (HTS) activities?

To maximize output in lead discovery. Signup and view all the answers

Which step follows the identification of hits in the HTS process?

Hit confirmation to eliminate false positives. Signup and view all the answers

During which stage of HTS are compounds screened at a single fixed concentration?

Primary screening. Signup and view all the answers

What is validated when developing an assay for HTS?

The pharmacological accuracy and robustness. Signup and view all the answers

What typically constitutes the output of primary screening?

Approximately 1% of compounds are considered as hit compounds. Signup and view all the answers

What characterizes 'hit-to-lead' in the drug discovery process?

Synthesis of specific compounds from confirmed hits. Signup and view all the answers

What is emphasized in the potency determination process?

Determining potency over a range of concentrations. Signup and view all the answers

What is a key feature of an effective HTS activity cascade?

It integrates experimental and in silico screening. Signup and view all the answers

What principle do LEADseeker™ and Viewlux™ instruments rely on for their operation?

Scintillation proximity principle Signup and view all the answers

What is a significant advantage of using imaging instruments like LEADseeker™ and Viewlux™?

Higher throughput and increased sensitivity Signup and view all the answers

What challenge related to compound detection still persists despite advancements in instrumentation?

Compound colour quench effect Signup and view all the answers

In the microplate form of scintillation proximity assays, what role does the bound radioligand play?

It causes a microplate surface scintillation effect Signup and view all the answers

Which of the following features is typical of CCD detection in imaging-based assays?

Independence from environmental conditions Signup and view all the answers

What was a notable development in high-throughput screening (HTS) mentioned in the context?

Adaptation to 1536-well formats and higher Signup and view all the answers

What materials are mentioned as incorporated in the matrices of the scintillation proximity assays?

Microbeads or microplates Signup and view all the answers

What type of assay does FlashPlate™ specifically facilitate investigations of?

Protein–protein interactions Signup and view all the answers

What do Z’-factors primarily measure in an assay?

The variability of high and low controls Signup and view all the answers

Which types of assays are commonly used in drug discovery?

Biochemical and cell-based assays Signup and view all the answers

What is determined to check for sources of variation in an assay?

Inter- and intra-plate coefficients of variation Signup and view all the answers

When transferring an assay to robotic screening, what is the typical configuration of control wells?

16 high-controls and 16 low-controls Signup and view all the answers

What minimizes the controls in assays to achieve an acceptable Z’-value?

Removals of no more than two outlying controls Signup and view all the answers

What is typically done with measurements in assay quality assessment?

Measured in triplicate Signup and view all the answers

Which of the following describes biochemical assays?

They focus on enzyme/substrate interactions. Signup and view all the answers

Which type of assay is NOT typically categorized as a biochemical assay?

Tissue culture interactions Signup and view all the answers

What is the primary advantage of high content screening (HCS) over conventional screening methods?

It allows for the study of complex signaling events. Signup and view all the answers

Which of the following cell signaling events can be monitored using high content screening?

Gene expression changes Signup and view all the answers

What limitation affects the application of high content screening?

It is not feasible for large numbers of compounds. Signup and view all the answers

Which technology is mentioned as an alternative biophysical method to HCS?

Surface plasmon resonance (SPR) Signup and view all the answers

What does the high content screening method utilize to analyze cells?

Multiple fluorescence readouts simultaneously Signup and view all the answers

Which of the following is a characteristic of high content screening?

It provides temporally and spatially resolved visualization. Signup and view all the answers

What is one of the challenges associated with using HCS?

It may have high costs per data point. Signup and view all the answers

Which of the following capabilities does high content screening NOT provide?

Assessing enzyme inhibition Signup and view all the answers

Study Notes

Compound Library Assembly

Compounds are collected in vast libraries, ranging from several hundred thousand to millions.
Defined electronic and physical filters are used for compound selection prior to library assembly, leading to customized ensembles for screening, known as 'cherry picking'.
High-throughput screening (HTS) departments often screen entire compound collections, investing in cherry-picked sets only when assays are complex or costly.

Assay Development Trends

There's an ongoing trend towards mechanistically driven, high-quality assays that accurately reflect relevant biochemistry and cell biology.
Homogeneous assay principles, coupled with sensitive detection technologies, facilitate assay miniaturization, decreasing reagent usage and cost per data point.

High-Throughput Screening (HTS) Process

The HTS process adheres to a cascade involving the following stages:
- Assay condition validation and optimization.
- Compound selection and preparation for screening.
- Primary screening of compounds at fixed concentrations.
- Hit confirmation to filter false positives.
- Potency determination across varying concentrations for confirmed hits.

Quality Assurance in Assays

The quality of assays is assessed through Z'-factors, which measure the variability of controls and the separation between them.
Inter- and intra-plate coefficients of variation (CV) are used to identify systematic variations, with measurements typically made in triplicate.

Types of Assays

Biochemical Assays: Utilize cell-free in vitro systems to model biochemical interactions like enzyme/substrate reactions, receptor binding, and protein interactions.
Cell-Based Assays: More complex models to study cellular mechanisms and signaling.

High Content Screening (HCS)

HCS allows for simultaneous measurement of multiple fluorescent readouts in intact cells through imaging techniques.
It provides a detailed temporal and spatial visualization of cellular events including apoptosis, GPCR activation, and gene expression changes.

Biophysical Methods in Drug Discovery

While conventional bioassay-based screening remains prevalent, alternative biophysical methods have emerged, including:
- Nuclear Magnetic Resonance (NMR)
- Surface Plasmon Resonance (SPR)
- X-ray crystallography
These methods have been adapted for use in drug discovery to enhance the screening process and detail discovery.

Studying That Suits You

Use AI to generate personalized quizzes and flashcards to suit your learning preferences.

Description

Explore the modern techniques in compound selection within chemistry, focusing on the application of electronic and physical filters. This quiz will help you understand the significance of these filters in assembling large collections of compounds, ranging from thousands to millions. Test your knowledge on this evolving area of study!