Yanagi
Yanagi is a software tool that improves the efficiency and flexibility of RNA sequencing (RNA-seq) data analysis. It introduces a transcriptome segmentation approach that decouples the tasks of pseudo-alignment and transcript quantification, which are typically coupled in ultra-fast pseudo-alignment methods.
Key features of Yanagi:
1. Generates maximal disjoint segments from a transcriptome reference library, enabling ultra-fast pseudo-alignment to produce per-sample segment counts.
2. Allows direct usage of pseudo-alignment results in alternative splicing and differential gene expression analyses without the need for a separate transcript quantification step.
3. Utilizes segment counts, similar to other methods relying on local coverage statistics, providing an advantage over transcript quantification-based approaches in detecting and estimating local splicing when dealing with incomplete transcript annotations.
4. Exploits the computational and space efficiency of pseudo-alignment approaches while expanding their applicability and interpretability in various RNA-seq analyses.
5. Models and captures local coverage variation in RNA-seq analyses by using the transcriptome segmentation approach.
Topic
RNA-Seq;RNA splicing;Transcriptomics
Detail
Operation: RNA-Seq quantification;Differential gene expression analysis;Expression analysis
Software interface: Command-line user interface
Language: R,Python
License: Not stated
Cost: Free of charge
Version name: v0.1
Credit: NSF, NIH, HCB, and MKG.
Input: -
Output: -
Contact: Héctor Corrada Bravo hcorrada@umiacs.umd.edu
Collection: -
Maturity: -
Publications
- Yanagi: Fast and interpretable segment-based alternative splicing and gene expression analysis.
- Gunady MK, et al. Yanagi: Fast and interpretable segment-based alternative splicing and gene expression analysis. Yanagi: Fast and interpretable segment-based alternative splicing and gene expression analysis. 2019; 20:421. doi: 10.1186/s12859-019-2947-6
- https://doi.org/10.1186/S12859-019-2947-6
- PMID: 31409274
- PMC: PMC6693274
Download and documentation
Documentation: https://github.com/HCBravoLab/yanagi/blob/master/README.md
Home page: https://github.com/HCBravoLab/yanagi
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