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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
Hot spots for modulating toxicity identified by genomic phenotyping and localization mapping
Thomas J Begley1, Ari S Rosenbach, Trey Ideker
1Biological Engineering Division and Center for Environmental Health Sciences, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA 02139, USA.
Abstract:
DNA repair and checkpoint pathways protect against carcinogen-induced toxicity. Here, we describe additional, equally protective pathways discovered by interrogating 4,733 yeast proteins for their ability to diminish toxicity induced by four known carcinogens. A computational mapping strategy for global phenotypic data was developed to build a systems toxicology model detailing recovery from carcinogen exposure and identifying protein complexes that modulate toxicity. Global phenotypic data were merged with global subcellular localization and protein interactome data to generate an integrated picture of cellular recovery after carcinogen exposure. Statistically validated results from this systems-wide integration demonstrate that, in addition to the nucleus, subnetworks of toxicity-modulating proteins were overrepresented in the vacuolar membrane, endosome, endoplasmic reticulum, and mitochondrion. In addition, we show that many proteins associated with RNA polymerase II, macromolecular trafficking, and vacuole function can now be counted among the many proteins that modulate carcinogen-induced toxicity.
Insights
New yeast protein pathways protect against carcinogen toxicity. This study identifies novel cellular mechanisms and protein complexes involved in mitigating damage from toxic chemicals.
Area of Science:
- Cellular Biology
- Toxicology
- Proteomics
Background:
- DNA repair and checkpoint pathways are crucial for protection against carcinogen-induced toxicity.
- However, additional protective mechanisms remain to be fully elucidated.
Purpose of the Study:
- To identify novel yeast protein pathways that diminish toxicity induced by known carcinogens.
- To develop a systems toxicology model for understanding cellular recovery from carcinogen exposure.
Main Methods:
- Interrogation of 4,733 yeast proteins for their ability to reduce carcinogen toxicity.
- Development of a computational mapping strategy for global phenotypic data.
- Integration of phenotypic data with subcellular localization and protein interactome data.
Main Results:
- Discovery of additional protective pathways beyond the nucleus, including subnetworks in the vacuolar membrane, endosome, endoplasmic reticulum, and mitochondrion.
- Identification of protein complexes that modulate toxicity.
- Demonstration that proteins involved in RNA polymerase II, macromolecular trafficking, and vacuole function play a role in mitigating carcinogen toxicity.
Conclusions:
- Beyond DNA repair, diverse cellular components and pathways contribute to protection against carcinogen toxicity.
- Systems-level integration of biological data reveals novel toxicological insights and potential therapeutic targets.
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