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Related Concept Videos

Genetic Screens02:46

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Genetic screens are tools used to identify genes and mutations responsible for phenotypes of interest. Genetic screens help identify individuals or a group of people at risk of developing  genetic diseases and help them with early intervention, targeted therapy, and reproductive options.
Forward genetic screens
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Advances in genomics have profoundly influenced drug discovery by increasing both the speed and accuracy of pharmaceutical development. Pharmacogenomics, which examines how genetic variation influences drug response, facilitates the identification of novel therapeutic targets and enables patient stratification for personalized treatment. These strategies contribute to improved drug efficacy, minimized adverse effects, and more efficient clinical trial design.Mapping genetic differences...
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A Fluorescence-based Lymphocyte Assay Suitable for High-throughput Screening of Small Molecules
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Next-generation phenotypic screening.

Scott J Warchal1, Asier Unciti-Broceta1, Neil O Carragher1

  • 1Cancer Research UK Edinburgh Centre, Institute of Genetics & Molecular Medicine, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK.

Future Medicinal Chemistry
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Summary
This summary is machine-generated.

Modern phenotypic drug discovery (PDD) advances overcome traditional screening challenges. New technologies enable efficient identification of drug candidates by focusing on observable effects rather than known targets.

Keywords:
high contentimage informaticsmechanism of actionpathway profilingphenotypicscreeningtarget deconvolutiontranscriptomics

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Area of Science:

  • Drug discovery and development
  • Pharmacology
  • Biotechnology

Background:

  • Phenotypic drug discovery (PDD) identifies drug candidates based on observable effects, not target knowledge.
  • Traditional PDD faces challenges in screening and selection efficiency.
  • Advancements in technology offer new opportunities for PDD.

Purpose of the Study:

  • To outline challenges in traditional phenotypic screening.
  • To propose solutions and opportunities using modern PDD technologies.
  • To provide a prospective view of the future of PDD.

Main Methods:

  • Review of historical and recent examples of drugs discovered via PDD.
  • Highlighting technological advances in in vitro models, high-content imaging, and image informatics.
  • Discussing mechanism-of-action profiling and target deconvolution techniques.

Main Results:

  • Modern PDD technologies address limitations of traditional screening.
  • Numerous approved drugs and candidates have been identified using PDD.
  • Technological integration enhances the efficiency and scope of PDD.

Conclusions:

  • Modern PDD, supported by technological innovation, represents a new era in drug discovery.
  • Advances in in vitro models, imaging, and computational analysis are key drivers.
  • PDD continues to be a vital strategy for identifying novel therapeutics.