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Phenotypic Screening

Phenotypic screening is a type of screening used to identify substances such as small molecules, peptides, or RNAi that alter the phenotype of a cell or an organism in a desired manner. When the molecular mechanism of action is not assumed and does not require knowledge of the molecular target, phenotypic screening can be applied in biological research and drug discovery. https://ai.computabio.com/phenotypic-screening.html

Phenotypic screening is a type of screening used to identify substances such as small molecules, peptides, or RNAi that alter the phenotype of a cell or an organism in a desired manner. When the molecular mechanism of action is not assumed and does not require knowledge of the molecular target, phenotypic screening can be applied in biological research and drug discovery. https://ai.computabio.com/phenotypic-screening.html

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Phenotypic Screening

Phenotypic screening is a type of screening used to identify substances such as

small molecules, peptides, or RNAi that alter the phenotype of a cell or an

organism in a desired manner. When the molecular mechanism of action is not

assumed and does not require knowledge of the molecular target, phenotypic

screening can be applied in biological research and drug discovery. Due to the

limited success of target-based drug discovery and the increasing need to

minimize the risk of late stage attrition due to poor efficacy or off-target activities,

phenotypic approaches attract more attention. Many of today's first-in-class drugs

with novel mechanisms of action came from phenotypic screening. The biological

relevance of the assay systems is deployed and in this respect the commercial

availability of unlimited quantities of pure human cell types, particularly those

derived from induced pluripotent stem cells, is having a promising impact. Stem

cells are fueling the development of many new disease models and with high levels

of translation to human biology and disease. These phenotypic assays are

increasingly being used in early toxicity testing. Moreover, high content imaging

systems have also powered phenotypic drug discovery, facilitating the rapid

analysis of increasingly complex multi-parametric measurements of cellular

phenotypes or biomarkers.

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 to determine the biological targets, this is a process known

as target deconvolution. The assay types involve co-cultures of primary cells. The

simplest phenotypic screens in vivo employ cell lines and monitor a single

parameter such as cellular death or the production of a particular protein. Human

primary cells were ranked as the cell type most suited (relevant) for phenotypic

screening studies, followed by stem cells or iPS-derived phenotypes and then

primary cells of animal origin. Cell line monocultures were the biological systems

currently most used to conduct phenotypic drug discovery. This was followed by


human primary cells; co-cultures/cell mixtures and then stem cells or iPS-derived

cultures. The least used were tissue-like models/xenografts. Phenotypic

screening in vivo is best exemplified in whole animal-based approaches. It can

also be readily done utilizing the cell painting assay.

Figure 1 Phenotypic screening with stem cells

CD ComputaBio offers a wide range of assays for phenotypic drug discovery,

including a broad portfolio of cell viability and cytotoxicity assays. Only after the

compounds have been discovered are efforts made to determine the biological

targets of the compounds, this is a process known as target deconvolution. In

order to maximize the benefits of phenotypic screening and minimize the chance

of missing a hit, it is beneficial to screen against a full compound library rather

than library subsets, using high-content screening where changes in the

expression of several proteins can be simultaneously monitored.

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