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MungeSumstats

Standardise summary statistics from GWAS

Bioconductor version: 3.23 · Package version: 1.20.0

The *MungeSumstats* package is designed to facilitate the standardisation of GWAS summary statistics. It reformats inputted summary statisitics to include SNP, CHR, BP and can look up these values if any are missing. It also pefrorms dozens of QC and filtering steps to ensure high data quality and minimise inter-study differences.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("MungeSumstats")

Details

MaintainerAlan Murphy <alanmurph94@hotmail.com>
AuthorAlan Murphy [aut, cre] (ORCID: <https://orcid.org/0000-0002-2487-8753>), Brian Schilder [aut, ctb] (ORCID: <https://orcid.org/0000-0001-5949-2191>), Nathan Skene [aut] (ORCID: <https://orcid.org/0000-0002-6807-3180>)
LicenseArtistic-2.0
URLhttps://github.com/neurogenomics/MungeSumstats, https://al-murphy.github.io/MungeSumstats/
Bug Reportshttps://github.com/neurogenomics/MungeSumstats/issues
Downloads rank822
Source branchRELEASE_3_23
biocViewsComparativeGenomics, Genetics, GenomeWideAssociation, GenomicVariation, Preprocessing, SNP, Software, WholeGenome

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Dependencies

Depends: R (>= 4.1)

Imports: data.table, utils, R.utils, dplyr, stats, GenomicRanges, GenomeInfoDb, IRanges, ieugwasr (>= 1.0.1), BSgenome, Biostrings, stringr, VariantAnnotation, methods, parallel, rtracklayer (>= 1.59.1), RCurl

Suggests: SNPlocs.Hsapiens.dbSNP144.GRCh37, SNPlocs.Hsapiens.dbSNP144.GRCh38, SNPlocs.Hsapiens.dbSNP155.GRCh37, SNPlocs.Hsapiens.dbSNP155.GRCh38, BSgenome.Hsapiens.1000genomes.hs37d5, BSgenome.Hsapiens.NCBI.GRCh38, BiocGenerics, S4Vectors, rmarkdown, markdown, knitr, testthat (>= 3.0.0), UpSetR, BiocStyle, covr, Rsamtools, MatrixGenerics, badger, BiocParallel, GenomicFiles