## Loads the Ensembl Biomart for Homo sapiens
load_biomart <- function() {
ensembl <- attr(load_biomart, "cached_ensembl")
if (is.null(ensembl)) {
## Loads ensembl biomart for Homo sapiens ensembl = useMart('ensembl',dataset='hsapiens_gene_ensembl')
futile.logger::flog.debug("Loading biomart for the first time")
ensembl_mart <- biomaRt::useMart("ENSEMBL_MART_ENSEMBL", host = "www.ensembl.org")
dataset <- "hsapiens_gene_ensembl"
ensembl <- biomaRt::useDataset(dataset, mart = ensembl_mart)
attr(load_biomart, "cached_ensembl") <<- ensembl
} else {
futile.logger::flog.debug("Returning cached biomart")
}
ensembl
}
## Queries the biomart
query_biomart <- function(attributes, filters, values) {
## Example mapping HUGO gene names to Entrez gene IDs using BioMart
biomaRt::getBM(attributes = attributes, filters = filters, values = values, mart = load_biomart())
}
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