BMC Bioinformatics (Jun 2021)

RNAdetector: a free user-friendly stand-alone and cloud-based system for RNA-Seq data analysis

  • Alessandro La Ferlita,
  • Salvatore Alaimo,
  • Sebastiano Di Bella,
  • Emanuele Martorana,
  • Georgios I. Laliotis,
  • Francesco Bertoni,
  • Luciano Cascione,
  • Philip N. Tsichlis,
  • Alfredo Ferro,
  • Roberta Bosotti,
  • Alfredo Pulvirenti

DOI
https://doi.org/10.1186/s12859-021-04211-7
Journal volume & issue
Vol. 22, no. 1
pp. 1 – 16

Abstract

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Abstract Background RNA-Seq is a well-established technology extensively used for transcriptome profiling, allowing the analysis of coding and non-coding RNA molecules. However, this technology produces a vast amount of data requiring sophisticated computational approaches for their analysis than other traditional technologies such as Real-Time PCR or microarrays, strongly discouraging non-expert users. For this reason, dozens of pipelines have been deployed for the analysis of RNA-Seq data. Although interesting, these present several limitations and their usage require a technical background, which may be uncommon in small research laboratories. Therefore, the application of these technologies in such contexts is still limited and causes a clear bottleneck in knowledge advancement. Results Motivated by these considerations, we have developed RNAdetector, a new free cross-platform and user-friendly RNA-Seq data analysis software that can be used locally or in cloud environments through an easy-to-use Graphical User Interface allowing the analysis of coding and non-coding RNAs from RNA-Seq datasets of any sequenced biological species. Conclusions RNAdetector is a new software that fills an essential gap between the needs of biomedical and research labs to process RNA-Seq data and their common lack of technical background in performing such analysis, which usually relies on outsourcing such steps to third party bioinformatics facilities or using expensive commercial software.

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