BMC BioinformaticsBioinformaticsPeer-reviewed journal article
HPC-REDItools: a Novel HPC-aware Tool for Improved Large Scale RNA-editing Analysis
Tiziano Flati, Silvia GioiosaiD, Nicola SpallanzaniiD, Ilario TagliaferriiD, Maria Angela DiromaiD, Graziano PesoleiD, Giovanni ChillemiiD, Ernesto PicardiiD, Tiziana CastrignanòiD
Abstract
BackgroundRNA editing is a widespread co-/post-transcriptional mechanism that alters primary RNA sequences through the modification of specific nucleotides and it can increase both the transcriptome and proteome diversity. The automatic detection of RNA-editing from RNA-seq data is computational intensive and limited to small data sets, thus preventing a reliable genome-wide characterisation of such process. ResultsIn this work we introduce HPC-REDItools, an upgraded tool for accurate RNA-editing events discovery from large dataset repositories. Availability: https://github.com/BioinfoUNIBA/REDItools2. ConclusionsHPC-REDItools is dramatically faster than the previous version, REDItools, enabling big-data analysis by means of a MPI-based implementation and scaling almost linearly with the number of available cores.
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: variant calling
- research focus: variant effect prediction
- approach: statistical model
- approach: machine learning (classical)
- Citations
- 77
- FWCI
- 2.27
- Field percentile
- top 11%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Edi-Set-Flow: detecting differential RNA-editing at scale
Jacob E Munro, Melanie Bahlo, Brendan R E Ansell·bioRxiv·Nov 3, 2026
- a2iHelper: a Python toolkit for a differential editing site analysis of RNA-Seq data
Guilherme Taborda Ribas, Dieval Guizelini, … Cristian V. Riella·bioRxiv·Oct 15, 2024
- hyperTRIBER: a flexible R package for the analysis of differential RNA editing
Sarah Rennie, Daniel Heidar Magnusson, Robin Andersson·bioRxiv·Oct 20, 2021
- OmniRE-seq: A Dual-Method Framework for Decoding RNA Editing Dynamics in Disease and Therapy
Yuqing Hang, Hao Liu, … Yuxiang Zhao·bioRxiv·Oct 23, 2026
- MultiEditR: An easy validation method for detecting and quantifying RNA editing from Sanger sequencing
Mitchell G. Kluesner, Rafail Nikolaos Tasakis, … Riccardo Pecori·Molecular Therapy — Nucleic AcidsPeer-reviewed·Jul 21, 2021
- Programmable RNA writing with trans-splicing
Cian Schmitt-Ulms, Alişan Kayabölen, … Omar O. Abudayyeh·bioRxiv·Jan 31, 2024