SCcaller
SCcaller identifies single-nucleotide variants (SNVs) and short insertions and deletions (INDELs) from single-cell sequencing data to enable accurate somatic mutation analysis while mitigating artifacts introduced by cell lysis and whole-genome amplification.
Key Features:
- Artifact Mitigation: SCcaller reduces artifacts associated with cell lysis and whole-genome amplification to improve accuracy of SNV and INDEL detection.
- Integration with SCMDA: SCcaller leverages single-cell multiple displacement amplification (SCMDA) to provide a more reliable basis for variant calling and somatic-mutation analysis.
- General-Purpose Variant Calling: SCcaller performs general-purpose variant calling for single-cell genomic data applicable across diverse research contexts.
Scientific Applications:
- Cancer Genomics: Enables analysis of somatic mutations within individual cells to study tumor heterogeneity and evolution.
- Developmental Biology: Supports detailed genetic analyses of single cells during organismal development.
Methodology:
Validation by comparative analysis between SCMDA-amplified single cells and unamplified clones derived from identical cell populations to assess accuracy of detected variants.
Topics
Details
- License:
- AGPL-3.0
- Maturity:
- Mature
- Cost:
- Free of charge
- Tool Type:
- command-line tool
- Programming Languages:
- Python
- Added:
- 6/11/2018
- Last Updated:
- 11/25/2024
Operations
Data Inputs & Outputs
Indel detection
Outputs
Publications
Dong X, Zhang L, Milholland B, Lee M, Maslov AY, Wang T, Vijg J. Accurate identification of single-nucleotide variants in whole-genome-amplified single cells. Nature Methods. 2017;14(5):491-493. doi:10.1038/nmeth.4227. PMID:28319112. PMCID:PMC5408311.
Documentation
Downloads
- Source codehttps://github.com/biosinodx/SCcaller/