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Code snippets for R-package biomaRt.
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Here are some extra (unpolished) code snippets for the R-package `biomaRt` that came up during the writing of the [blogpost](https://sinarueeger.github.io/content/post/2018-07-27-GWAS-annotation). | |
## Extract all SNPs for a particular genomic region | |
```{r, get-snp-info-pos-chr, include = TRUE, cache=TRUE, eval=FALSE} | |
library(biomaRt) | |
## select mart | |
snpmart = useMart(biomart = "ENSEMBL_MART_SNP", dataset="hsapiens_snp") | |
## extract SNPs | |
getBM(attributes = c('refsnp_id','allele','chrom_start','chrom_strand'), | |
filters = c('chr_name','start','end'), | |
values = list(8,148350,148612), | |
mart = snpmart) | |
``` | |
## Get info about one gene, and extract all SNPs | |
```{r, get-gene-info, include = TRUE,cache =TRUE, eval=FALSE} | |
## first, we need to figure out the gene ID of FTO | |
## select mart | |
ensembl = useMart("ensembl", dataset="hsapiens_gene_ensembl") | |
## list all the filters | |
listFilters(ensembl) | |
## list all attributes | |
listAttributes(ensembl) | |
## run | |
gene.name.fto <- getBM(attributes = c('ensembl_gene_id'), | |
filters = c('external_gene_name'), | |
values = "FTO", | |
mart = ensembl) | |
gene.name.fto | |
## Now we want to get the range of SNPs for that gene | |
snps.fto <- getBM(attributes = c( 'refsnp_id', | |
'chr_name', | |
'chrom_start', | |
'chrom_end'), | |
filters = c('ensembl_gene'), | |
values = gene.name.fto$ensembl_gene_id, | |
mart = variation) | |
``` |
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