使用R语言获取人类所有基因的名字,ID,symbol以及别名
参考https://vip.biotrainee.com/d/761-r-id-symbol
首先肯定是需要自行搜索了解
entrez gene ID, HUGO symbol, refseq ID, ensembl ID
这些专有名词咯。
然后直接把下面的代码运行一下,把输出的all_gene_bioconductor.html文件好好看看, 就明白了。
rm(list=ls())
getwd()
library(org.Hs.eg.db)
eg2symbol=toTable(org.Hs.egSYMBOL)
eg2name=toTable(org.Hs.egGENENAME)
eg2alias=toTable(org.Hs.egALIAS2EG)
eg2alis_list=lapply(split(eg2alias,eg2alias$gene_id),function(x){paste0(x[,2],collapse = ";")})
GeneList=mappedLkeys(org.Hs.egSYMBOL)
if( GeneList[1] %in% eg2symbol$symbol ){
symbols=GeneList
geneIds=eg2symbol[match(symbols,eg2symbol$symbol),'gene_id']
}else{
geneIds=GeneList
symbols=eg2symbol[match(geneIds,eg2symbol$gene_id),'symbol']
}
geneNames=eg2name[match(geneIds,eg2name$gene_id),'gene_name']
geneAlias=sapply(geneIds,function(x){ifelse(is.null(eg2alis_list[[x]]),"no_alias",eg2alis_list[[x]])})
createLink <- function(base,val) {
sprintf('<a href="%s" class="btn btn-link" target="_blank" >%s</a>',base,val) ##target="_blank"
}
gene_info=data.frame( symbols=symbols,
geneIds=createLink(paste0("http://www.ncbi.nlm.nih.gov/gene/",geneIds),geneIds),
geneNames=geneNames,
geneAlias=geneAlias,
stringsAsFactors = F
)
#library("xtable")
#print(xtable(gene_info), type="html",include.rownames=F, file='all_gene.anno',sanitize.text.function = force)
file='C:/Users/ljx/Desktop/programmelanguage/5years-master/ID_transfer/all_gene_bioconductor.html'
?
library(BiocManager)
BiocManager::install("DT")
library(DT)
y <- DT::datatable(gene_info,escape = F,rownames=F)
DT::saveWidget(y,file)
在输出的文件里面可以搜索:
symbols | geneIds | geneNames | geneAlias |
---|---|---|---|
EGFR | 1956 | epidermal growth factor receptor | ERBB;ERBB1;HER1;NISBD2;PIG61;mENA;EGFR |
ERBB2 | 2064 | erb-b2 receptor tyrosine kinase 2 | CD340;HER-2;HER-2/neu;HER2;MLN 19;NEU;NGL;TKR1;ERBB2 |
ERBB3 | 2065 | erb-b2 receptor tyrosine kinase 3 | ErbB-3;HER3;LCCS2;MDA-BF-1;c-erbB-3;c-erbB3;erbB3-S;p180-ErbB3;p45-sErbB3;p85-sErbB3;ERBB3 |
ERBB4 | 2066 | erb-b2 receptor tyrosine kinase 4 | ALS19;HER4;p180erbB4;ERBB4 |
可以看到,有趣的是 ERBB1家族的 ERBB1的正式名字就是大名鼎鼎的EGFR, 而 大名鼎鼎的HER-2 正式名字却是ERBB2
其实基因名总是让我困惑,可能是我生物学基础知识不够扎实,比如
- SMARCA4 (BRG1; Santa Cruz Biotechnology, sc-17796, 1:300 dilution)
- SMARCC2 (BAF170; Bethyl Laboratories, A301-039A, 1:1,000 dilution)
- SMARCD1 (BAF60A; Bethyl Laboratories, A301-595A, 1:3,000 dilution), SMARCE1 (BAF57; Bethyl Laboratories, A300-810A, 1:3,000 dilution), SMARCB1 (SNF5; Bethyl Laboratories, A301-087A, 1:5,000 dilution), ACTL6A (BAF53A; Bethyl Laboratories, A301-391A, 1:3,000 dilution)
都是 SWI/SNF Related, Matrix Associated, Actin Dependent Regulator Of Chromatin,我是在genecard里面 检查 SMARC发现的
http://www.genecards.org/Search/Keyword?queryString=SMARC
但是大部分文章里面却总是使用它们的别名。