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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
Published on: August 9, 2019
Dissecting the role of RNA modification regulatory proteins in melanoma
Parmanand Malvi1, Biao Wang1, Shreni Shah1
1Department of Pathology, Yale University School of Medicine, New Haven, CT, 06510, USA.
Abstract:
Melanoma is the deadliest form of skin cancer. Despite recent advances in medicine and the development of new treatments for melanoma, cures remain elusive as acquired resistance to both targeted and immunotherapies are becoming common. Therefore, more studies are conducted to dissect underlying molecular mechanisms that drive melanoma growth in order to provide better therapeutic option. Here, employing a comprehensive and unbiased analysis of different RNA modification regulatory proteins using various publicly available databases we identify the most relevant RNA modifying proteins that plays crucial role in melanoma development. Our study started with the analysis of various genetic alterations (amplifications, mutations/deletion) as well as RNA overexpression of these RNA modification regulatory proteins in The Cancer Genome Atlas melanoma database. We then analyzed their expression in The Human Protein Atlas data. The result of analysis revealed that only a subset of RNA modification regulatory proteins are overexpressed in >75% of melanoma patient cases as compared to normal skin. However, when examined in Oncomine dataset we found only two genes (METTL4 and DNMT3A) were significantly overexpressed in melanoma samples versus normal skin samples and matched with the results of The Human Protein Atlas data. Therefore, we functionally validated METTL4 and DNMT3A using shRNA-mediated knockdown and found that their knockdown in melanoma cells led to melanoma cells growth inhibition. Collectively, in this study, we investigated the epitranscriptomic landscape of melanoma using various publicly available database and identified DNMT3A and METTL4 as the most relevant potential regulators of melanoma growth.
Insights
Researchers identified key RNA modification proteins, DNMT3A and METTL4, that drive melanoma growth. Targeting these could offer new therapeutic options for this deadly skin cancer.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Melanoma remains a deadly skin cancer with increasing treatment resistance.
- Understanding molecular drivers is crucial for developing effective melanoma therapies.
Purpose of the Study:
- To identify critical RNA modification regulatory proteins involved in melanoma development.
- To explore the epitranscriptomic landscape of melanoma.
Main Methods:
- Analysis of genetic alterations and RNA overexpression in The Cancer Genome Atlas (TCGA) melanoma database.
- Expression analysis using The Human Protein Atlas and Oncomine datasets.
- Functional validation of identified genes via shRNA-mediated knockdown.
Main Results:
- A subset of RNA modification proteins were found to be overexpressed in melanoma.
- DNMT3A and METTL4 were significantly overexpressed in melanoma compared to normal skin.
- Knockdown of DNMT3A and METTL4 inhibited melanoma cell growth.
Conclusions:
- DNMT3A and METTL4 are identified as key regulators of melanoma growth.
- These findings highlight the potential of targeting DNMT3A and METTL4 for melanoma treatment.
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