View source: R/CoMethSingleRegion.R
CoMethSingleRegion | R Documentation |
Wrapper function to find contiguous and comethyalted sub-regions within a pre-defined genomic region
CoMethSingleRegion( CpGs_char, dnam, betaToM = TRUE, rDropThresh_num = 0.4, method = c("pearson", "spearman"), minCpGs = 3, genome = c("hg19", "hg38"), arrayType = c("450k", "EPIC"), manifest_gr = NULL, returnAllCpGs = FALSE )
CpGs_char |
vector of CpGs in the inputting pre-defined genomic region. |
dnam |
matrix (or data frame) of beta values, with row names = CpG ids,
column names = sample ids. This should include the CpGs in |
betaToM |
indicates if converting methylation beta values mvalues |
rDropThresh_num |
threshold for min correlation between a cpg with sum of the rest of the CpGs |
method |
method for computing correlation, can be "pearson" or "spearman" |
minCpGs |
minimum number of CpGs to be considered a "region".
Only regions with more than |
genome |
Human genome of reference hg19 or hg38 |
arrayType |
Type of array, can be "450k" or "EPIC" |
manifest_gr |
A GRanges object with the genome manifest (as returned by
|
returnAllCpGs |
When there is not a contiguous comethylated region in
the inputing pre-defined region, |
A list with two components:
Contiguous_Regions
: a data frame with CpG
(CpG ID),
Chr
(chromosome number), MAPINFO
(genomic position),
r_drop
(correlation between the CpG with rest of the CpGs),
keep
(indicator for co-methylated CpG), keep_contiguous
(index for contiguous comethylated subregion)
CpGs_subregions
: lists of CpGs in each contiguous
co-methylated subregion
data(betasChr22_df) CpGsChr22_char <- c( "cg02953382", "cg12419862", "cg24565820", "cg04234412", "cg04824771", "cg09033563", "cg10150615", "cg18538332", "cg20007245", "cg23131131", "cg25703541" ) CoMethSingleRegion( CpGs_char = CpGsChr22_char, dnam = betasChr22_df ) data(betaMatrix_ex3) CpGsEx3_char <- c( "cg14221598", "cg02433884", "cg07372974", "cg13419809", "cg26856676", "cg25246745" ) CoMethSingleRegion( CpGs_char = CpGsEx3_char, dnam = t(betaMatrix_ex3), returnAllCpGs = TRUE )
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