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R version of SNP-HWE
The R version of SNP-HWE can be downloaded by following the link below and right clicking on the source code.
Once this function has been incorporated into your R program, it can be called by passing observed counts for each of the three
SNP genotypes (heterozygote, homozygote_1, and homozygote_2) as function arguments. The code snippet below illustrates a typical calling sequence
to read in genotype counts listed in a text file ("genotype_counts_r.txt") and perform the exact test of Hardy-Weinberg on each marker:
genotype_counts_r.txt:
HET HOM1 HOM2
MARKER_1 100 3 5
MARKER_2 57 14 50
MARKER_3 31 32 51
MARKER_4 47 3 5
MARKER_5 150 32 55
MARKER_6 122 7 32
MARKER_7 99 3 14
MARKER_8 146 13 54
MARKER_9 177 100 57
MARKER_10 184 57 155
Calling code from run_marker_tests.r:
data <- read.table("genotype_counts_r.txt")
n_markers <- 10
p_values <-rep(0, n_markers)
test_markers <- function()
{
for (i in 1:n_markers)
{
hets <- data[i, 1]
hom_1 <- data[i, 2]
hom_2 <- data[i, 3]
p_values[i] <- SNPHWE(hets, hom_1, hom_2)
print(p_values[i])
}
}
test_markers()
Source distribution
SNP-HWE (R)
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