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Phenotypic screening

Phenotypic screening is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Phenotypic screening rather than just read about it. In short: Phenotypic screening is a type of screening used in biological research and drug discovery to identify substances such as small molecules, peptides, or RNAi that alter the phenotype of a cell or an organism in a desired manner. Phenotypic screening must be followed up with identification (sometimes referred to as target deconvolution) and validation, often through the use of chemoproteomics, to identify the mechanis…

Key takeaways

  • Phenotypic screening belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Phenotypic screening to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Phenotypic screening from memory before moving on to harder problems.

Reference excerpt

Phenotypic screening is a type of screening used in biological research and drug discovery to identify substances such as small molecules, peptides, or RNAi that alter the phenotype of a cell or an organism in a desired manner. Phenotypic screening must be followed up with identification (sometimes referred to as target deconvolution) and validation, often through the use of chemoproteomics, to identify the mechanisms through which a phenotypic hit works.

Historical context Phenotypic screening historically has been the basis for the discovery of new drugs. Compounds are screened in cellular or animal disease models to identify compounds that cause a desirable change in phenotype. Only after the compounds have been discovered are efforts made to determine the biological targets of the compounds - a process known as target deconvolution. This overall strategy is referred to as "classical pharmacology", "forward pharmacology" or "phenotypic drug discovery" (PDD). More recently it has become popular to develop a hypothesis that a certain biological target is disease modifying, and then screen for compounds that modulate the activity of this purified target. Afterwards, these compounds are tested in animals to see if they have the desired effect. This approach is known as "reverse pharmacology" or "target based drug discovery" (TDD). However recent statistical analysis reveals that a disproportionate number of first-in-class drugs with novel mechanisms of action come from phenotypic screening which has led to a resurgence of interest in this method.

Types

In vitro The simplest phenotypic screens employ cell lines and monitor a single parameter such as cellular death or the production of a particular protein. High-content screening where changes in the expression of several proteins can be simultaneously monitored is also often used. High-content imaging of dye-labeled cellular components can also reveal effects of compounds on cell cultures in vitro, distinguishing the phenotypic effects of a broad variety of drugs.

In vivo In whole animal-based approaches, phenotypic screening is best exemplified where a substance is evaluated for potential therapeutic benefit across many different types of animal models representing different disease states. Phenotypic screening in animal-based systems utilize model organisms to evaluate the effects of a test agent in fully assembled biological systems. Example organisms used for high-content screening include the fruit fly (Drosophila melanogaster), zebrafish (Danio rerio) and mice (Mus musculus). In some instances the term phenotypic screening is used to include the serendipitous findings that occur in clinical trial settings particularly when new and unanticipated therapeutic effects of a therapeutic candidate are uncovered. Screening in model organism offers the advantage of interrogating test agents, or alterations in targets of interest, in the context of fully integrated, assembled, biological systems, providing insights that could otherwise not be obtained in cellular systems. Some have argued that cellular based systems are unable to adequately model human disease processes that involve many different cell types across many different organ systems and that this type of complexity can only be emulated in model organisms. The productivity of drug discovery by phenotypic screening in organisms, including serendipitous findings in the clinic, are consistent with this notion.

Use in drug repositioning Animal based approaches to phenotypic screening are not as amenable to screening libraries containing thousands of small molecules. Therefore, these approaches have found more utility in evaluating already approved drugs or late stage drug candidates for drug repositioning. A number of companies, including Melior Discovery,. Many other companies are involved in phenotypic screening research approaches, including Eurofins Discovery Phenotypic Services, Evotec, Dharmacon, Inc., ThermoScientific, and Persomics.

Collaborative research The pharmaceutical company Eli Lilly has formalized collaborative efforts with various 3rd parties aimed at conducting phenotypic screening of selected small molecules.

References

Further reading Moffat JG, Rudolph J, Bailey D (August 2014). "Phenotypic screening in cancer drug discovery - past, present and future". Nature Reviews. Drug Discovery. 13 (8): 588–602. doi:10.1038/nrd4366. PMID 25033736. S2CID 5964541. Mullard A (December 2015). "The phenotypic screening pendulum swings". Nature Reviews. Drug Discovery. 14 (12): 807–809. doi:10.1038/nrd4783. PMID 26620403. S2CID 19367768.

Worked examples

Example 1 — a first encounter with Phenotypic screening

Start with the simplest possible case. Write down what Phenotypic screening claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Phenotypic screening before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Phenotypic screening ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Phenotypic screening

In research
Phenotypic screening appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Phenotypic screening in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Phenotypic screening is common in secondary-school and first-year university syllabi. It links to neighbouring topics Drug discovery, so understanding it makes those chapters shorter.
In everyday life
Look for Phenotypic screening outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Phenotypic screening in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Phenotypic screening means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Phenotypic screening out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Phenotypic screening in simple terms?

Phenotypic screening is a type of screening used in biological research and drug discovery to identify substances such as small molecules, peptides, or RNAi that alter the phenotype of a cell or an organism in a desired manner. Phenotypic screening must be followed up with identification (sometimes…

Why does Phenotypic screening matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Phenotypic screening?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Phenotypic screening.

Tags

  • Drug discovery

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