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Updated: Mar 22, 2026

mirMachine: A One-Stop Shop for Plant miRNA Annotation
Published on: May 1, 2021
PmiRExAt: plant miRNA expression atlas database and web applications
Anoop Kishor Singh Gurjar1, Abhijeet Singh Panwar2, Rajinder Gupta1
1Computational Biology Laboratory, National Agri Food Biotechnology Institute (NABI), Mohali, Punjab, India.
PmiRExAt is a new online database for plant microRNA (miRNA) expression. It aids researchers in crop improvement by providing data mining tools for miRNA analysis across multiple species.
Area of Science:
- Plant Molecular Biology
- Bioinformatics
- Genomics
Background:
- High-throughput sequencing advances plant microRNA (miRNA) research.
- Data mining of small RNA (sRNA) data offers potential for crop improvement.
- Bioinformatics resources for cross-species miRNA meta-analysis are developing.
Purpose of the Study:
- To introduce PmiRExAt, a novel online database for plant miRNA expression atlas.
- To facilitate meta-analysis of miRNA expression across diverse plant species.
- To support crop improvement through enhanced understanding of miRNA regulatory networks.
Main Methods:
- Development of a web-based repository for plant miRNA expression profiles.
- Integration of query tools for wheat, rice, and maize miRNAs.
- Implementation of features for tissue-preferential, differential, and conserved miRNA expression analysis.
- Inclusion of custom expression analysis for novel miRNAs and sRNA dataset uploads.
- Provision of a SOAP web service API for programmatic access.
Main Results:
- PmiRExAt hosts expression profiles for 1859 wheat, 2330 rice, and 283 maize miRNAs.
- The database enables identification of tissue-specific and differentially expressed miRNAs.
- Cross-species conserved miRNA expression studies are supported.
- Custom analysis is available for 117 datasets, with support for 73 plant species.
- An API allows programmatic data retrieval and analysis.
Conclusions:
- PmiRExAt provides a valuable resource for plant miRNA research and crop improvement.
- The database facilitates exploration of miRNA regulatory networks.
- Accessible bioinformatics tools are crucial for advancing plant biotechnology.
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