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Updated: May 26, 2026

Genetic Profiling and Genome-Scale Dropout Screening to Identify Therapeutic Targets in Mouse Models of Malignant Peripheral Nerve Sheath Tumor
Published on: August 25, 2023
Genetic and proteomic approaches to identify cancer drug targets
1Department of Pediatric Oncology, Dana-Farber Cancer Institute and Division of Pediatric Hematology/Oncology, Children's Hospital Boston, Harvard Medical School, Boston, MA 02215, USA.
Abstract:
While target-based small-molecule discovery has taken centre-stage in the pharmaceutical industry, there are many cancer-promoting proteins not easily addressed with a traditional target-based screening approach. In order to address this problem, as well as to identify modulators of biological states in the absence of knowing the protein target of the state switch, alternative phenotypic screening approaches, such as gene expression-based and high-content imaging, have been developed. With this renewed interest in phenotypic screening, however, comes the challenge of identifying the binding protein target(s) of small-molecule hits. Emerging technologies have the potential to improve the process of target identification. In this review, we discuss the application of genomic (gene expression-based), genetic (short hairpin RNA and open reading frame screening), and proteomic approaches to protein target identification.
Insights
Phenotypic screening aids drug discovery for challenging cancer targets. This review explores genomic, genetic, and proteomic methods to identify the protein targets of small-molecule drugs identified through phenotypic screens.
Area of Science:
- Drug discovery and development
- Cancer biology
- Molecular biology
Background:
- Traditional target-based small-molecule discovery faces limitations with certain cancer-promoting proteins.
- Phenotypic screening approaches, including gene expression-based and high-content imaging, offer alternatives for identifying modulators of biological states without prior target knowledge.
- A significant challenge in phenotypic screening is identifying the specific protein targets of active small molecules.
Purpose of the Study:
- To review emerging technologies and approaches for protein target identification in drug discovery.
- To discuss the application of genomic, genetic, and proteomic strategies for identifying small-molecule targets.
- To highlight advancements that address the challenge of target deconvolution in phenotypic screening.
Main Methods:
- Genomic approaches: Gene expression-based screening.
- Genetic approaches: Short hairpin RNA (shRNA) screening and open reading frame (ORF) screening.
- Proteomic approaches: Utilizing proteomic techniques for target identification.
Main Results:
- The review synthesizes current knowledge on various methods for protein target identification.
- It highlights the potential of emerging technologies to streamline the target identification process.
- The discussion covers the practical application of different screening modalities.
Conclusions:
- Genomic, genetic, and proteomic approaches are crucial for identifying protein targets of small molecules identified via phenotypic screening.
- Advancements in these areas are vital for overcoming limitations in traditional drug discovery and addressing challenging targets.
- Effective target identification strategies are essential for the successful translation of phenotypic screening into novel therapeutics.
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