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RNAmod: an integrated system for the annotation of mRNA modifications
Qi Liu1,2, Richard I Gregory1,2,3,4,5
1Stem Cell Program, Division of Hematology/Oncology, Boston Children's Hospital, Boston, MA 02115, USA.
Abstract:
Dynamic and reversible RNA modifications such as N6-methyladenosine (m6A) can play important roles in regulating messenger RNA (mRNA) splicing, export, stability and translation. Defective mRNA modification through altered expression of the methyltransferase and/or demethylases results in developmental defects and cancer progression. Identifying modified mRNAs, annotating the distribution of modification sites across the mRNA, as well as characterizing and comparing other modification features are essential for studying the function and elucidating the mechanism of mRNA modifications. Several methods including methylated RNA immunoprecipitation and sequencing (MeRIP-seq) are available for the detection of mRNA modifications. However, a convenient and comprehensive tool to annotate diverse kinds of mRNA modifications in different species is lacking. Here, we developed RNAmod (https://bioinformatics.sc.cn/RNAmod), an interactive, one-stop, web-based platform for the automated analysis, annotation, and visualization of mRNA modifications in 21 species. RNAmod provides intuitive interfaces to show outputs including the distribution of RNA modifications, modification coverage for different gene features, functional annotation of modified mRNAs, and comparisons between different groups or specific gene sets. Furthermore, sites of known RNA modification, as well as binding site data for hundreds of RNA-binding proteins (RBPs) are integrated in RNAmod to help users compare their modification data with known modifications and to explore the relationship with the binding sites of known RBPs. RNAmod is freely available and meets the emerging need for a convenient and comprehensive analysis tool for the fast-developing RNA modification field.
Insights
A new web platform, RNAmod, offers automated analysis and visualization for messenger RNA (mRNA) modifications. This tool aids researchers in studying RNA modification functions and mechanisms across 21 species.
Area of Science:
- Molecular Biology
- Bioinformatics
- Genomics
Background:
- Dynamic RNA modifications, like N6-methyladenosine (m6A), regulate crucial mRNA processes including splicing, export, stability, and translation.
- Dysregulation of mRNA modification pathways is linked to developmental defects and cancer progression.
- Accurate identification and annotation of mRNA modifications are vital for understanding their functional roles and mechanisms.
Purpose of the Study:
- To develop a comprehensive, user-friendly, web-based platform for the automated analysis, annotation, and visualization of mRNA modifications.
- To address the lack of convenient tools for annotating diverse mRNA modifications across multiple species.
- To facilitate the study of RNA modification functions and mechanisms.
Main Methods:
- Development of RNAmod, an interactive, one-stop, web-based platform.
- Integration of automated analysis, annotation, and visualization functionalities.
- Incorporation of data for 21 species, including known RNA modification sites and RNA-binding protein (RBP) binding data.
Main Results:
- RNAmod provides intuitive interfaces for visualizing RNA modification distribution, coverage across gene features, and functional annotation of modified mRNAs.
- The platform enables comparisons between different experimental groups or specific gene sets.
- Users can compare their modification data with known modifications and explore relationships with RBP binding sites.
Conclusions:
- RNAmod is a freely available, comprehensive tool that meets the need for efficient analysis in the rapidly advancing field of RNA modification research.
- The platform simplifies the process of studying mRNA modifications, aiding researchers in exploring their functional significance and underlying mechanisms.
- RNAmod enhances the ability to investigate the interplay between RNA modifications and RNA-binding proteins.
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