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DEM4circ

Benchmarking differential expression methods on circular RNA bulk RNA-seq data

CircRNA expression data from RNA-seq have particular characteristics, such as a high proportion of small and zero counts, which might hamper commonly used differential expression methods.

This repository contains the code used to benchmark 38 differential expression pipelines on circRNA expression RNA-seq data. The theoretical considerations supporting the software are described in: "Buratin A, Bortoluzzi S, Gaffo E. Systematic benchmarking of statistical methods to assess differential expression of circular RNAs. Brief Bioinform. 2023"

Copyright

DEM4circ is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.

Copyright Ⓒ 2022 Enrico Gaffo

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Benchmarking differential expression methods on circRNA RNA-seq data

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