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Published on: July 10, 2019
Noncoding RNA Databases
1Medical Informatics and Bioinformatics, Hochschule Ruhr West, University of Applied Sciences, Mülheim an der Ruhr, Germany.
Abstract:
Diseases such as cancer are often defined by dysregulation of gene expression. Noncoding RNAs (ncRNA) such as microRNAs are involved in gene expression and cell-cell communication. Many other ncRNAs exist, such as circular RNAs and small nucleolar RNAs. A wealth of knowledge is available for many ncRNAs, but the information is federated in many databases. A small number of highly complementary ncRNA databases are discussed in this work. Their relevance for cancer research is highlighted, and some of the current problems and limitations are revealed. A central or shared database enforcing community reporting and quality standards is needed in the future. • RNA-seq • Noncoding RNAs • Databases • Data repositories.
Insights
Noncoding RNAs (ncRNAs) are crucial in gene regulation and cancer. This study reviews existing ncRNA databases, highlighting their limitations for cancer research and the need for a centralized, community-driven data repository.
Area of Science:
- Genomics
- Bioinformatics
- Molecular Biology
Background:
- Gene expression dysregulation is a hallmark of diseases like cancer.
- Noncoding RNAs (ncRNAs), including microRNAs, circular RNAs, and small nucleolar RNAs, play vital roles in gene regulation and cellular communication.
- Existing knowledge on ncRNAs is fragmented across numerous specialized databases.
Purpose of the Study:
- To review and discuss complementary ncRNA databases.
- To highlight the relevance of these databases for cancer research.
- To identify current challenges and limitations in ncRNA data accessibility and integration.
Main Methods:
- Literature review of existing ncRNA databases.
- Analysis of database complementarity and coverage.
- Evaluation of database utility for cancer research applications.
- RNA-sequencing (RNA-seq) data context.
Main Results:
- Identified a limited number of highly complementary ncRNA databases.
- Demonstrated the relevance of these databases for advancing cancer research.
- Revealed significant problems and limitations in current ncRNA data repositories, including fragmentation and lack of standardization.
Conclusions:
- A significant need exists for a centralized or shared database for ncRNAs.
- Future efforts should focus on establishing a unified platform that enforces community reporting and quality standards.
- Improved data integration and accessibility are critical for comprehensive ncRNA research, particularly in oncology.
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