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Published on: May 9, 2017
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fRNAkenseq: a fully powered-by-CyVerse cloud integrated RNA-sequencing analysis tool
Allen Hubbard1, Matthew Bomhoff2, Carl J Schmidt3
1Donald Danforth Plant Science Center, Saint Louis, MO, USA.
Peerj
|May 29, 2020
Summary
fRNAkenseq offers biologists an easy-to-use, interoperable RNA sequencing analysis tool. It leverages cyberinfrastructure for scalable data processing and integrates with genome databases for comprehensive analysis.
Area of Science:
- Bioinformatics
- Genomics
- Computational Biology
Background:
- RNA sequencing (RNA-Seq) costs are decreasing, making it accessible to more biologists.
- Researchers often lack the bioinformatics resources for downstream RNA-Seq data analysis.
- Scalable, multi-platform tools are needed to handle large datasets from next-generation sequencing (NGS).
Purpose of the Study:
- To develop a user-friendly, interoperable RNA sequencing analysis tool for biologists.
- To address the challenge of managing and analyzing large-scale RNA-Seq data.
- To democratize bioinformatics resources in the era of big sequencing data.
Main Methods:
- Developed fRNAkenseq, a tool powered by CyVerse cyberinfrastructure.
- Utilized Application Programming Interfaces (APIs) for FASTQ-to-differential expression analysis.
- Integrated cloud storage and cross-talk with the CoGe platform for genome analysis.
Main Results:
- fRNAkenseq provides comprehensive and easy-to-use RNA-Seq analysis pipelines.
- The tool offers more robust enrichment pipelines than existing single tools.
- Users can analyze RNA-Seq data using 47,000 archived genomes in CoGe or upload their own.
Conclusions:
- fRNAkenseq democratizes RNA-Seq data analysis for biologists.
- Interoperability and cyberinfrastructure integration enhance scalability and usability.
- The tool empowers life science researchers to process large datasets effectively.
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