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I am new to biomaRt package and met some problems here.
I tried to transfer rsID to chr_pos_A1_A2 using biomaRt package on RStudio.
package version:
> packageVersion("biomaRt")
[1] ‘2.50.3’
And my script looks like this:
library(biomaRt)
library(data.table)
setwd("D:/R/Rproject/biomart/2023/")
listMarts() #avaiable databases
#2024
# biomart version
# 1 ENSEMBL_MART_ENSEMBL Ensembl Genes 111
# 2 ENSEMBL_MART_MOUSE Mouse strains 111
# 3 ENSEMBL_MART_SNP Ensembl Variation 111
# 4 ENSEMBL_MART_FUNCGEN Ensembl Regulation 111
snp_mart = useMart("ENSEMBL_MART_SNP", dataset="hsapiens_snp")
listDatasets(mart = snp_mart)
# dataset
# 12 hsapiens_snp Human Short Variants (SNPs and indels excluding flagged variants) (GRCh38.p14)
# 13 hsapiens_snp_som Human Somatic Short Variants (SNPs and indels excluding flagged variants) (GRCh38.p14)
# 14 hsapiens_structvar Human Structural Variants (GRCh38.p14)
# 15 hsapiens_structvar_som Human Somatic Structural Variants (GRCh38.p14)
raw1<-read.table("B_COV.txt",sep='\t',header=TRUE)
head(raw1)
# GeneID rsID Lineage Condition beta p.value
# 1 ENSG00000166750 rs11080327 B COV 1.45779163 1.35935e-74
# 2 ENSG00000010030 rs6905318 B COV 0.90682341 2.20558e-47
# 3 ENSG00000010030 rs2234071 B COV 0.91898108 5.40314e-48
# 4 ENSG00000196756 rs3752278 B COV 0.81958042 1.30359e-44
# 5 ENSG00000111639 rs11610774 B COV -0.09112787 1.66999e-07
# 6 ENSG00000183172 rs112903584 B COV -0.38784721 2.75289e-46
aq<-getBM(attributes = c("refsnp_id","chr_name","chrom_start","chrom_end","allele","minor_allele","minor_allele_freq"),filters = 'snp_filter', values = snp_id ,mart = snp_mart)
I expect to obtain the minor alleles of these rsID, however, the result returned all 'NA' values in the 'minor_allele' columns.
Looks like:
head(aq)
# refsnp_id chr_name chrom_start chrom_end allele minor_allele minor_allele_freq
# 1 rs225123 1 7987608 7987608 G/A/C NA NA
# 2 rs226249 1 7961718 7961718 T/C/G NA NA
# 3 rs237802 1 229326054 229326054 G/T NA NA
# 4 rs237819 1 229316640 229316640 C/G/T NA NA
# 5 rs584158 1 182633925 182633925 T/A/G NA NA
# 6 rs663045 1 108200437 108200437 G/A/C NA NA
I am really confused by the result and don't know how to fix it.
Could anyone provide some suggestions about this issue?
Thanks in advance!!
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