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

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