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A Robust Discovery Platform for the Identification of Novel Mediators of Melanoma Metastasis
Published on: March 8, 2022
Clinically relevant genes and regulatory pathways associated with NRASQ61 mutations in melanoma through an
Wei Jiang1, Peilin Jia1,2, Katherine E Hutchinson3
1Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, Tennessee, USA.
Abstract:
Therapies such as BRAF inhibitors have become standard treatment for melanoma patients whose tumors harbor activating BRAFV600 mutations. However, analogous therapies for inhibiting NRAS mutant signaling have not yet been well established. In this study, we performed an integrative analysis of DNA methylation, gene expression, and microRNA expression data to identify potential regulatory pathways associated with the most common driver mutations in NRAS (Q61K/L/R) through comparison of NRASQ61-mutated melanomas with pan-negative melanomas. Surprisingly, we found dominant hypomethylation (98.03%) in NRASQ61-mutated melanomas. We identified 1,150 and 49 differentially expressed genes and microRNAs, respectively. Integrated functional analyses of alterations in all three data types revealed important signaling pathways associated with NRASQ61 mutations, such as the MAPK pathway, as well as other novel cellular processes, such as axon guidance. Further analysis of the relationship between DNA methylation and gene expression changes revealed 9 hypermethylated and down-regulated genes and 112 hypomethylated and up-regulated genes in NRASQ61 melanomas. Finally, we identified 52 downstream regulatory cascades of three hypomethylated and up-regulated genes (PDGFD, ZEB1, and THRB). Collectively, our observation of predominant gene hypomethylation in NRASQ61 melanomas and the identification of NRASQ61-linked pathways will be useful for the development of targeted therapies against melanomas harboring NRASQ61 mutations.
Insights
NRASQ61-mutated melanomas show widespread gene hypomethylation, unlike BRAF-mutant cases. This study identifies key pathways and regulatory cascades, offering new targets for melanoma therapies.
Area of Science:
- Oncology
- Genomics
- Molecular Biology
Background:
- BRAF inhibitors are standard for BRAFV600-mutant melanoma.
- Targeted therapies for NRAS-mutant melanoma are lacking.
Purpose of the Study:
- Identify regulatory pathways in NRASQ61-mutated melanomas.
- Compare NRASQ61-mutated melanomas with pan-negative melanomas using multi-omics data.
Main Methods:
- Integrative analysis of DNA methylation, gene expression, and microRNA expression data.
- Comparison between NRASQ61-mutated and pan-negative melanoma cohorts.
- Functional analyses of integrated data to identify signaling pathways and regulatory cascades.
Main Results:
- Dominant hypomethylation (98.03%) observed in NRASQ61-mutated melanomas.
- Identified 1,150 differentially expressed genes and 49 microRNAs.
- Revealed MAPK pathway and axon guidance as associated processes; identified 52 downstream regulatory cascades for key genes (PDGFD, ZEB1, THRB).
Conclusions:
- Predominant gene hypomethylation is a hallmark of NRASQ61 melanomas.
- Identified NRASQ61-linked pathways provide potential targets for novel melanoma therapies.
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