BioinformaticsBioinformaticsPeer-reviewed journal article
Sparse Project VCF: efficient encoding of population genotype matrices
Michael F. LiniD, Xiaodong BaiiD, William J. SalernoiD, Jeffrey G. ReidiD
Abstract
SummaryVariant Call Format (VCF), the prevailing representation for germline genotypes in population sequencing, suffers rapid size growth as larger cohorts are sequenced and more rare variants are discovered. We present Sparse Project VCF (spVCF), an evolution of VCF with judicious entropy reduction and run-length encoding, delivering >10X size reduction for modern studies with practically minimal information loss. spVCF interoperates with VCF efficiently, including tabix-based random access. Availability and ImplementationFreely available at github.com/mlin/spVCF Contactdna@mlin.net
- assay: whole-exome sequencing
- assay: whole-genome sequencing
- research focus: variant calling
- research focus: variant effect prediction
- research focus: benchmarking
- approach: statistical model
- approach: matrix factorization
- Citations
- 10
- FWCI
- 0.41
- Field percentile
- top 46%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- VCFShark: how to squeeze a VCF file
Sebastian Deorowicz, Agnieszka Danek, Marek Kokot·BioinformaticsPeer-reviewed·Mar 30, 2021
- Analysis-ready VCF at Biobank scale using Zarr
Eric Czech, Will Tyler, … Jerome Kelleher·GigaSciencePeer-reviewed·Jan 1, 2025
- The Scalable Variant Call Representation: Enabling Genetic Analysis Beyond One Million Genomes
Timothy Poterba, Christopher Vittal, … Benjamin M. Neale·BioinformaticsPeer-reviewed·Dec 19, 2024
- Echtvar: Compressed variant representation for rapid annotation and filtering of SNPs and indels
Brent S. Pedersen, Jeroen de Ridder·Nucleic Acids ResearchPeer-reviewed·Oct 20, 2022
- VCFdbR: A method for expressing biobank-scale Variant Call Format data in a SQLite database using R
Tanner Koomar, Jacob J. Michaelson·bioRxiv·Apr 28, 2020
- vcfilt: A Zero-Allocation Streaming Filter for High-Throughput VCF Processing
Muhammed Murshid KP·bioRxiv·Apr 16, 2026