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champ-script's Introduction

Scripts might be used along with ChAMP

During runing ChAMP, some users required some extra features like paired calculation, sample matching .e.g. So I wrote some scripts here for users to use, in most case, users just need to source these script, then run them along with normal ChAMP pipeline.

champ.PairedDMP.R: To find paired Differential Methylation Probes in your Beta matrix (M matrix).

champ.PairedDMR.R: Using bumphunter algorithm to get paired DMR result.

MatchSample.R: To help user to find mismatched sample between pd csv file and IDAT folder.

champ.Anno.R: Convert Illumina origin CSV file to ChAMP Annotation.

champ.unfoldDMR.R: Unfold generate DMR result.

champ.SlimCombat.R: A quick and short function to do Combat, need to be polished.

champ.GeneFeatures.R: A function to generate gene features like promoter, 1 exon, intron, 5UTR, 3UTR from raw UCSC RefGene.

champ.CpGIslands.R: A function to generate CpG Islands, Shore and Shelf from UCSC table cpgIslandsExt.

champ.getTFPeaks.R: A function to get Transcript Factor peaks from TFregulomeR package. The result should be feed to champ.TFEA.R function.

champ.TFEA.R: A function to do Transcript Factor Binding Site Enrichment Analysis (TFEA) for a list of Region of Interest (ROI), like genes, promoters, differential methylated regions, differential hydroxty-methylated regions .etc.

champ.PeakEnrich.R: A function to do peak set enrichment, currently only support MAnorm2 preprocessed ChIP-seq, actually only validated on MeDIP-seq and hMeDIP-seq.

champ.Overlap.R: A function to do overlap collapsing between two genome segments(peaks). Overlap x and y, and collapse y records to each matched x record. Functions for collapse can be self-defined.

champ-script's People

Contributors

yuantian1991 avatar

Stargazers

NealLou avatar Takuya Fukuju avatar  avatar  avatar

champ-script's Issues

Paired analysis

Hi,

I tried to analyse paired methylation data but the results seem weird.
I used the paired analysis because the QC suggests it, as shown below. The patients are identified with their id and the timepoints (10 or 120), we have also two measures per patients.
fig4aa

However, I have more significant DMP for the no-paired analysis et far better p-values too, as shown below (no paired first and paired)
seuil pval np (no paired analysis)

seuil pval paired (paired analysis)

Do you have any explanations for this?

Merci de m'avoir accordé votre temps,

Simon

Pd file error

Hello,

I've been trying to analyse meth data ( dataset GSE249157) with ChAMP but it does seem to be working. I tried to annotate the csv but it's still not working. It shows this error code,

Find CSV Success
Reading CSV File
Your pd file contains NO Array(Sentrix_Position) information.
Your pd file contains NO Slide(Sentrix_ID) information.
There is NO Pool_ID in your pd file.
There is NO Sample_Plate in your pd file.
There is NO Sample_Well in your pd file.
Error in champ.import(directory, arraytype = arraytype) :
Error Match between pd file and Green Channel IDAT file.

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