UniverSC
UniverSC standardizes processing of UMI-based single-cell RNA sequencing (scRNA-seq) FASTQ data to enable consistent quantification of RNA molecules and cross-platform comparison.
Key Features:
- Universal Compatibility: Handles data from diverse UMI-based scRNA-seq platforms to enable uniform processing across technologies.
- Integration and Comparison: Provides capabilities to integrate, compare, and evaluate scRNA-seq datasets for cross-platform analyses.
- Comprehensive Evaluation: Enables consistent quantification and evaluation of single-cell RNA molecules across datasets.
Scientific Applications:
- Transcriptomics: Quantifies RNA molecules at single-cell resolution to reveal gene expression patterns obscured in bulk analyses.
- Comparative Studies: Supports integration of datasets for comparative analyses across experimental conditions or biological systems.
- Cross-Platform Research: Facilitates combination of datasets generated by multiple scRNA-seq technologies for multi-platform studies.
Methodology:
Processes UMI-based single-cell RNA-seq starting from FASTQ files to produce consistent preprocessing for downstream analysis.
Topics
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool, library
- Programming Languages:
- Shell, Perl, R
- Added:
- 3/19/2021
- Last Updated:
- 7/7/2021
Operations
Publications
Kelly ST, Battenberg K, Hetherington NA, Hayashi M, Minoda A. UniverSC: a flexible cross-platform single-cell data processing pipeline. Unknown Journal. 2021. doi:10.1101/2021.01.19.427209.