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Phenotypic screening is a type of screening used in biological research and
drug discovery In the fields of medicine, biotechnology, and pharmacology, drug discovery is the process by which new candidate medications are discovered. Historically, drugs were discovered by identifying the active ingredient from traditional remedies or ...
to identify substances such as
small molecule In molecular biology and pharmacology, a small molecule or micromolecule is a low molecular weight (≤ 1000 daltons) organic compound that may regulate a biological process, with a size on the order of 1 nm. Many drugs are small molecules; ...
s,
peptide Peptides are short chains of amino acids linked by peptide bonds. A polypeptide is a longer, continuous, unbranched peptide chain. Polypeptides that have a molecular mass of 10,000 Da or more are called proteins. Chains of fewer than twenty am ...
s, or
RNAi RNA interference (RNAi) is a biological process in which RNA molecules are involved in sequence-specific suppression of gene expression by double-stranded RNA, through translational or transcriptional repression. Historically, RNAi was known b ...
that alter the
phenotype In genetics, the phenotype () is the set of observable characteristics or traits of an organism. The term covers the organism's morphology (physical form and structure), its developmental processes, its biochemical and physiological propert ...
of a
cell Cell most often refers to: * Cell (biology), the functional basic unit of life * Cellphone, a phone connected to a cellular network * Clandestine cell, a penetration-resistant form of a secret or outlawed organization * Electrochemical cell, a de ...
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 Chemoproteomics (also known as chemical proteomics) entails a broad array of techniques used to identify and interrogate protein-small molecule interactions. Chemoproteomics complements Classical pharmacology, phenotypic drug discovery, a paradigm ...
, 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 target A biological target is anything within a living organism to which some other entity (like an endogenous ligand or a drug) is directed and/or binds, resulting in a change in its behavior or function. Examples of common classes of biological targets ...
s of the compounds - a process known as target deconvolution. This overall strategy is referred to as "
classical pharmacology In the field of drug discovery, classical pharmacology, also known as forward pharmacology, or phenotypic drug discovery (PDD), relies on phenotypic screening (screening in intact cells or whole organisms) of chemical libraries of synthetic small ...
", "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 In the field of drug discovery, reverse pharmacology also known as target-based drug discovery (TDD), a hypothesis is first made that modulation of the activity of a specific protein target thought to be disease modifying will have beneficial t ...
" 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 line An immortalised cell line is a population of cells from a multicellular organism that would normally not proliferate indefinitely but, due to mutation, have evaded normal cellular senescence and instead can keep undergoing division. The cells ...
s and monitor a single parameter such as cellular death or the production of a particular protein.
High-content screening High-content screening (HCS), also known as high-content analysis (HCA) or cellomics, is a method that is used in biological research and drug discovery to identify substances such as small molecules, peptides, or RNAi that alter the phenotype ...
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 ''Drosophila melanogaster'' is a species of fly (an insect of the Order (biology), order Diptera) in the family Drosophilidae. The species is often referred to as the fruit fly or lesser fruit fly, or less commonly the "vinegar fly", "pomace fly" ...
''), zebrafish (''
Danio rerio The zebrafish (''Danio rerio'') is a species of freshwater ray-finned fish belonging to the family Danionidae of the order Cypriniformes. Native to South Asia, it is a popular aquarium fish, frequently sold under the trade name zebra danio (a ...
'') and mice (''
Mus musculus The house mouse (''Mus musculus'') is a small mammal of the rodent family Muridae, characteristically having a pointed snout, large rounded ears, and a long and almost hairless tail. It is one of the most abundant species of the genus ''Mus (genu ...
''). 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 Drug repositioning (also called drug repurposing) involves the investigation of existing drugs for new therapeutic purposes. Repurposing achievements Repurposing generics can have groundbreaking effects for patients: 35% of 'transformative' ...
. A number of companies including
Melior Discovery Melior Discovery, Inc. is a private biopharmaceutical company based in Exton, Pennsylvania, USA. Products and services The company specializes in drug repositioning and has established a proprietary phenotypic screening platform that it uses fo ...
, Phylonix, and Sosei have specialized in using phenotypic screening in animal disease models for drug positioning. Many other companies are involved in phenotypic screening research approaches, including Eurofins Discovery Phenotypic Services,
Evotec Evotec SE is a publicly listed drug discovery and development company headquartered in Hamburg, Germany. The company operates globally, largely through external alliances with pharmaceutical and biotechnology companies, academic institutions, ...
, Dharmacon, Inc., ThermoScientific, Cellecta, and
Persomics Persomics is a private life science company specializing in genetic research, with locations in Boston, MA, Cupertino, CA, and Gothenburg, Sweden. The company’s aim is to simplify and expedite the process of discovering the basis of disease, a ...
.


Collaborative research

The pharmaceutical company
Eli Lilly Eli Lilly (July 8, 1838 – June 6, 1898) was a Union Army officer, pharmacist, chemist, and businessman who founded Eli Lilly and Company. Lilly enlisted in the Union Army during the American Civil War and recruited a company of men to ...
has formalized collaborative efforts with various 3rd parties aimed at conducting phenotypic screening of selected small molecules.


References


Further reading

* * {{cite journal , vauthors = Mullard A , title = The phenotypic screening pendulum swings , journal = Nature Reviews. Drug Discovery , volume = 14 , issue = 12 , pages = 807–809 , date = December 2015 , pmid = 26620403 , doi = 10.1038/nrd4783 , s2cid = 19367768 Drug discovery