VarSum
VarSum computes summary statistics of genetic variants across user-defined population partitions to support population-level analyses of germline and somatic variation.
Key Features:
- Data Integration and Interoperability: Imports germline and somatic mutation data into an interoperable-format repository for integration with other genomic datasets.
- API-driven Framework: Accessible via an Application Programming Interface (API) for integration into computational pipelines and scripts.
- Sub-Population Selection: Filters and selects sub-populations based on population metadata and variant characteristics for targeted summary analyses.
- Scalable Analysis: Processes large-scale genetic variation datasets and user-defined cohort partitions to enable scalable summary analyses.
Scientific Applications:
- Genotype–Phenotype Association: Provides population-level variant summaries to support genotype–phenotype association studies.
- Population Genetics: Analyzes population-specific genetic traits and allele frequency distributions, including reference integration with datasets such as the 1000 Genomes Project.
- Cancer Genomics: Summarizes somatic mutation patterns across tumor cohorts to support cancer genomics investigations.
Methodology:
Extraction and summarization of genomic datasets based on user-defined criteria; integration of germline and somatic mutation data into an interoperable-format repository; API access for incorporation into bioinformatic workflows.
Topics
Details
- Tool Type:
- library
- Programming Languages:
- Python
- Added:
- 12/6/2023
- Last Updated:
- 11/24/2024
Operations
Publications
Alfonsi T, Bernasconi A, Canakoglu A, Masseroli M. Genomic data integration and user-defined sample-set extraction for population variant analysis. BMC Bioinformatics. 2022;23(1). doi:10.1186/s12859-022-04927-0. PMID:36175857. PMCID:PMC9520931.
Downloads
- Source codehttps://github.com/DEIB-GECO/VarSumGitHub repository