numbat
Haplotype-Aware CNV Analysis from scRNA-Seq
A computational method that infers copy number variations (CNVs) in cancer scRNA-seq data and reconstructs the tumor phylogeny. 'numbat' integrates signals from gene expression, allelic ratio, and population haplotype structures to accurately infer allele-specific CNVs in single cells and reconstruct their lineage relationship. 'numbat' can be used to: 1. detect allele-specific copy number variations from single-cells; 2. differentiate tumor versus normal cells in the tumor microenvironment; 3. infer the clonal architecture and evolutionary history of profiled tumors. 'numbat' does not require tumor/normal-paired DNA or genotype data, but operates solely on the donor scRNA-data data (for example, 10x Cell Ranger output). Additional examples and documentations are available at
- Version1.4.2
- R version≥ 4.1.0
- LicenseMIT
- Licensefile LICENSE
- Needs compilation?Yes
- numbat citation info
- Last release09/20/2024
Documentation
Team
Teng Gao
Ruslan Soldatov
Show author detailsRolesAuthorHirak Sarkar
Show author detailsRolesAuthorEvan Biederstedt
Show author detailsRolesAuthorPeter Kharchenko
Show author detailsRolesAuthor
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- Depends2 packages
- Imports33 packages
- Suggests5 packages
- Linking To3 packages