RNA-combine
RNA-combine integrates and analyzes transcriptome data from Illumina, 10x Genomics, and PacBio platforms to provide comprehensive transcriptomic profiling, including quality assessment, differential expression, isoform quantification, and single-cell analysis.
Key Features:
- Multi-platform Support: Integrates transcriptome data from Illumina, 10x Genomics, and PacBio for comparative and integrated analyses.
- Comprehensive Analysis Modules: Implements ten analysis modules covering differential expression, isoform quantification, and single-cell profiling.
- Automated Workflow: Automates quality assessment and platform-specific processing to streamline progression from raw data to downstream analysis and result interpretation.
- Visualization Capabilities: Provides visualization tools for interpreting complex transcriptomic data.
Scientific Applications:
- Transcriptome Exploration: Analyzes gene expression at bulk and single-cell levels to investigate cellular heterogeneity, disease mechanisms, and developmental processes in oncology, immunology, and developmental biology.
Methodology:
Automated pipeline processes raw data, applies platform-specific steps, and uses analysis modules for differential expression, isoform quantification, and single-cell profiling.
Topics
Details
- License:
- MIT
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- Python, Shell, R
- Added:
- 6/11/2022
- Last Updated:
- 6/11/2022
Operations
Publications
Dong X, Dong S, Pan S, Zhan X. RNA-combine: a toolkit for comprehensive analyses on transcriptome data from different sequencing platforms. BMC Bioinformatics. 2022;23(1). doi:10.1186/s12859-021-04549-y. PMID:34991454. PMCID:PMC8740077.
PMID: 34991454
PMCID: PMC8740077
Funding: - Youth Innovation Promotion Association of the Chinese Academy of Sciences: 2020086
- Strategic Priority Program of the Chinese Academy of Sciences: XDB31000000
- National Natural Science Foundation of China: 31930013, 32070416, 32125005