Background RNA 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. Results In 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. Conclusions HPC-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.

Flati, T., Gioiosa, S., Spallanzani, N., Tagliaferri, I., Diroma, M., Pesole, G., et al. (2020). HPC-REDItools: a novel HPC-aware tool for improved large scale RNA-editing analysis. BMC BIOINFORMATICS, 21 [10.1186/s12859-020-03562-x].

HPC-REDItools: a novel HPC-aware tool for improved large scale RNA-editing analysis

Chillemi, G;
2020-01-01

Abstract

Background RNA 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. Results In 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. Conclusions HPC-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.
2020
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore AGRI-09/A - Zootecnia generale e miglioramento genetico
English
https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-020-03562-x
Flati, T., Gioiosa, S., Spallanzani, N., Tagliaferri, I., Diroma, M., Pesole, G., et al. (2020). HPC-REDItools: a novel HPC-aware tool for improved large scale RNA-editing analysis. BMC BIOINFORMATICS, 21 [10.1186/s12859-020-03562-x].
Flati, T; Gioiosa, S; Spallanzani, N; Tagliaferri, I; Diroma, M; Pesole, G; Chillemi, G; Picardi, E; Castrignanò, T
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/397453
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