UCSCXenaTools
UCSCXenaTools provides programmatic access to genomics and multi-omics data hosted on UCSC Xena for integration and analysis of cancer and single-cell (scRNA-seq) datasets.
Key Features:
- Data Integration: Integrates data from UCSC Xena turn‑key Hubs including TCGA, ICGC, TARGET, GTEx, and CCLE with datasets normalized for compatibility.
- Data Exploration and Filtering: Offers functions to explore and filter large-scale genomic and single-cell RNA-seq datasets to extract relevant subsets.
- Download Capabilities: Retrieves and downloads filtered or selected datasets directly from the UCSC Xena platform.
Scientific Applications:
- Cancer Research: Accesses and analyzes comprehensive TCGA and ICGC multi-omics datasets to study genomic alterations in cancer.
- Single-cell Analysis: Utilizes scRNA-seq data to investigate cellular heterogeneity and gene expression patterns.
- Translational Studies: Leverages GTEx and TARGET datasets for genotype-phenotype investigations and development of targeted therapies.
Methodology:
Implemented as an R package that connects to UCSC Xena Hubs to query, integrate (normalized), explore, filter, and download public genomics and multi-omics datasets.
Topics
Details
- License:
- GPL-3.0
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- library
- Operating Systems:
- Mac, Linux, Windows
- Programming Languages:
- R
- Added:
- 7/31/2020
- Last Updated:
- 7/31/2020
Operations
Publications
Wang S, Liu X. The UCSCXenaTools R package: a toolkit for accessing genomics data from UCSC Xena platform, from cancer multi-omics to single-cell RNA-seq. Journal of Open Source Software. 2019;4(40):1627. doi:10.21105/joss.01627.
DOI: 10.21105/joss.01627