# Perform fast queries in R against a massive database of complete GWAS summary data
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The [IEU GWAS database](https://gwas.mrcieu.ac.uk/) comprises over 10,000 curated, QC'd and harmonised complete GWAS summary datasets and can be queried using an API. See [here](https://gwas-api.mrcieu.ac.uk/docs) for documentation on the API itself. This R package is a wrapper to make generic calls to the API, plus convenience functions for specific queries.
Methods currently implemented:
- Get meta data about specific or all studies
- Obtain the top hits (with on the fly clumping as an option) from each of the GWAS datasets. Clumping and significance thresholds can be specified
- Obtain the summary results of specific variants across specific studies. LD-proxy lookups are performed automatically if a specific variant is absent from a study
- Query a genomic region in a GWAS dataset, e.g. for fine mapping or colocalisation analysis
- Perform PheWAS
There are a few convenience functions also:
- Query dbSNP data, allowing conversion between chromosome:position and rsids and getting annotations
- Perform LD clumping using the server, or locally
- Obtain LD matrices for a list of SNPs using the server or locally (e.g. for fine mapping, colocalisation or Mendelian randomization)
See [https://github.com/MRCIEU/gwasglue] for information about how to connect the genotype and LD data to other packages involving colocalisation, finemapping, visualisation and MR.
## Installation
You can install the developer version of ieugwasr with:
``` r
devtools::install_github("mrcieu/ieugwasr")
```
Browse the vignettes etc for information on how to use this package: [https://mrcieu.github.io/ieugwasr/](https://mrcieu.github.io/ieugwasr/)
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ieugwasr:与IEU GWAS数据库API的R接口
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在R中针对完整的GWAS摘要数据的海量数据库执行快速查询 包含10,000多个经过整理,QC和统一的完整GWAS摘要数据集,可以使用API进行查询。 有关API本身的文档,请参见。 这个R包是对API进行通用调用的包装器,还有用于特定查询的便捷功能。 当前实施的方法: 获取有关特定或所有研究的元数据 从每个GWAS数据集中获取热门歌曲(可以选择动态聚集)。 可以指定聚集阈值和重要性阈值 获得特定研究中特定变体的汇总结果。 如果研究中没有特定的变体,则会自动执行LD代理查找 查询GWAS数据集中的基因组区域,例如进行精细定位或共定位分析 执行PheWAS 还有一些便利功能: 查询dbSNP数据,允许在染色体:位置和rsid之间进行转换并获取注释 使用服务器或本地执行LD群集 使用服务器或本地获取SNP列表的LD矩阵(例如用于精细映射,共定位或孟德尔随机化) 有关如何将基因型和
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ieugwasr:与IEU GWAS数据库API的R接口 (120个子文件)
docsearch.css 11KB
pkgdown.css 7KB
bootstrap-toc.css 2KB
DESCRIPTION 817B
.gitignore 46B
.gitignore 26B
.gitignore 13B
timings.html 49KB
guide.html 24KB
index.html 12KB
local_ld.html 10KB
index.html 9KB
associations.html 9KB
ld_clump.html 8KB
tophits.html 8KB
api_query.html 8KB
ld_matrix.html 8KB
ld_clump_api.html 8KB
ld_clump_local.html 7KB
phewas.html 7KB
index.html 7KB
afl2_list.html 7KB
ld_matrix_local.html 7KB
create_finemapr_input.html 7KB
gwasinfo.html 7KB
fill_n.html 7KB
editcheck.html 7KB
afl2_chrpos.html 7KB
variants_chrpos.html 7KB
infer_ancestry.html 7KB
afl2_rsid.html 7KB
variants_gene.html 7KB
batches.html 7KB
variants_to_rsid.html 6KB
get_query_content.html 6KB
LICENSE.html 6KB
select_api.html 6KB
to_TwoSampleMR.html 6KB
check_access_token.html 6KB
legacy_ids.html 6KB
batch_from_id.html 6KB
variants_rsid.html 6KB
toggle_api.html 6KB
get_access_token.html 6KB
api_status.html 6KB
logging_info.html 6KB
revoke_access_token.html 6KB
pipe.html 6KB
index.html 6KB
authors.html 5KB
404.html 5KB
LICENSE-text.html 5KB
bootstrap-toc.js 5KB
pkgdown.js 3KB
docsearch.js 2KB
empty-anchor.js 653B
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empty-anchor.js 653B
LICENSE 43B
README.md 2KB
LICENSE.md 1KB
NEWS.md 610B
NAMESPACE 800B
query.R 12KB
ld_clump.R 6KB
ld_matrix.R 4KB
afl2.r 3KB
variants.R 3KB
api.R 2KB
test_query.r 1KB
backwards.R 1KB
zzz.R 1KB
test_ld.r 961B
test_variants.r 875B
test_afl2.r 585B
test_backwards.r 528B
utils-pipe.R 364B
test_api.r 141B
testthat.R 60B
.Rbuildignore 116B
associations.Rd 2KB
ld_clump.Rd 1KB
tophits.Rd 1KB
ld_matrix.Rd 1KB
api_query.Rd 1KB
ld_clump_api.Rd 1KB
ld_clump_local.Rd 1KB
phewas.Rd 861B
ld_matrix_local.Rd 732B
afl2_list.Rd 689B
infer_ancestry.Rd 629B
gwasinfo.Rd 613B
editcheck.Rd 580B
variants_chrpos.Rd 565B
afl2_chrpos.Rd 561B
variants_gene.Rd 545B
fill_n.Rd 485B
check_access_token.Rd 469B
get_query_content.Rd 464B
afl2_rsid.Rd 446B
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