CNVRanger: association analysis of CNVs with gene expression and quantitative phenotypes.
basic_science · Level V
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- Record sourced from PubMed, PMID 31392308.
- Also identified by DOI 10.1093/bioinformatics/btz632 and PMC identifier 9887538.
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Abstract
Copy number variation (CNV) is a major type of structural genomic variation that is increasingly studied across different species for association with diseases and production traits. Established protocols for experimental detection and computational inference of CNVs from SNP array and next-generation sequencing data are available. We present the CNVRanger R/Bioconductor package which implements a comprehensive toolbox for structured downstream analysis of CNVs. This includes functionality for summarizing individual CNV calls across a population, assessing overlap with functional genomic regions, and genome-wide association analysis with gene expression and quantitative phenotypes. http://bioconductor.org/packages/CNVRanger.
Medical subject headings
- DNA Copy Number Variations
- Genome-Wide Association Study