DiffBind PCA plot is not showing all samples from sample sheet
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bony.dekumar ▴ 10
@bonydekumar-19283
Last seen 22 months ago
United States

Dear all, This is the sample sheet, I am using.

"SampleID","Tissue","Factor","Condition","Treatment","Replicate","bamReads","Peaks","PeakCaller" "18-133-0011","MCF7","HSF1","MCFNHSchangedhs1","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0012","MCF7","HSF1","MCFNHSchangedhs2","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincchangedHSF1peaksfiltered2sorted.bed","raw" "18-133-0013","MCF7","HSF1","MCFNHSunchangedhs1","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincunchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0014","MCF7","HSF1","MCFNHSunchangedhs2","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincunchangedHSF1peaksfiltered2sorted.bed","raw" "18-133-0015","MCF7","HSF1","MCFNHSchangedas1","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0016","MCF7","HSF1","MCFNHSchangedas2","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0017","MCF7","HSF1","MCFNHSunchangedas1","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincunchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0018","MCF7","HSF1","MCFNHSunchangedas2","untreated",1,"s18133001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincunchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0021","MCF7","HSF1","MCFHSchanged1","heatshock",1,"s18133002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0022","MCF7","HSF1","MCFHSchanged2","heatshock",1,"s18133002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincchangedHSF1peaksfiltered2sorted.bed","raw" "18-133-0023","MCF7","HSF1","MCFHSunchanged1","heatshock",1,"s18133002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincunchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0024","MCF7","HSF1","MCFHSunchanged2","heatshock",1,"s18133002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001002NHSHSwrtHSF1allincunchangedHSF1peaksfiltered2sorted.bed","raw" "18-133-0031","MCF7","HSF1","MCFASchanged1","arsenic",1,"s18133003dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0032","MCF7","HSF1","MCFASchanged2","arsenic",1,"s18133003dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincchangedHSF1peaksfiltered2sorted.bed","raw" "18-133-0033","MCF7","HSF1","MCFASunchanged1","arsenic",1,"s18133003dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincunchangedHSF1peaksfiltered1sorted.bed","raw" "18-133-0034","MCF7","HSF1","MCFASunchanged2","arsenic",1,"s18133003dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18133001003NHSAswrtHSF1allincunchangedHSF1peaksfiltered2sorted.bed","raw" "18-093-0011","MCF7","HSF1","MCFNHSchangedhs1","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincchangedpeaksfiltered1sorted.bed","raw" "18-093-0012","MCF7","HSF1","MCFNHSchangedhs2","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincchangedpeaksfiltered2sorted.bed","raw" "18-093-0013","MCF7","HSF1","MCFNHSunchangedhs1","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincunchangedpeaksfiltered1sorted.bed","raw" "18-093-0014","MCF7","HSF1","MCFNHSunchangedhs2","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincunchangedpeaksfiltered2sorted.bed","raw" "18-093-0015","MCF7","HSF1","MCFNHSchangedas1","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincchangedpeaksfiltered1sorted.bed","raw" "18-093-0016","MCF7","HSF1","MCFNHSchangedas2","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincchangedpeaksfiltered2sorted.bed","raw" "18-093-0017","MCF7","HSF1","MCFNHSunchangedas1","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincunchangedpeaksfiltered1sorted.bed","raw" "18-093-0018","MCF7","HSF1","MCFNHSunchangedas2","untreated",2,"s18093001dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincunchangedpeaksfiltered2sorted.bed","raw" "18-093-0021","MCF7","HSF1","MCFHSchanged1","heatshock",2,"s18093002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincchangedpeaksfiltered1sorted.bed","raw" "18-093-0022","MCF7","HSF1","MCFHSchanged2","heatshock",2,"s18093002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincchangedpeaksfiltered2sorted.bed","raw" "18-093-0023","MCF7","HSF1","MCFHSunchanged1","heatshock",2,"s18093002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincunchangedpeaksfiltered1sorted.bed","raw" "18-093-0024","MCF7","HSF1","MCFHSunchanged2","heatshock",2,"s18093002dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001002NHSHSwrtHSF1allincunchangedpeaksfiltered2sorted.bed","raw" "18-088-0061","MCF7","HSF1","MCFASchanged1","arsenic",2,"18-088-006dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincchangedpeaksfiltered1sorted.bed","raw" "18-088-0062","MCF7","HSF1","MCFASchanged2","arsenic",2,"18-088-006dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincchangedpeaksfiltered2sorted.bed","raw" "18-088-0063","MCF7","HSF1","MCFASunchanged1","arsenic",2,"18-088-006dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincunchangedpeaksfiltered1sorted.bed","raw" "18-088-0064","MCF7","HSF1","MCFASunchanged2","arsenic",2,"18-088-006dedupmarked.bam","/lowerbay/home/bony.dekumar/ForBony/MCF7/filteredlist/s18093001006NHSAswrtHSF1allincunchangedpeaksfiltered2sorted.bed","raw

But, in my PCA plot and Correlation plots, I am seeing only 6 samples. Please let me know what is going wrong here? why I am not seeing other samples? is there any limitation in the number of samples that can be plotted on a PCA plot? Thanks

DiffBind • 512 views
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Entering edit mode
Rory Stark ★ 5.2k
@rory-stark-5741
Last seen 4 weeks ago
Cambridge, UK

It would help to see the code you are using.

One possibility is that if you are plotting the results of a contrast (after dba.analyze()), then by default only the samples included in the contrast are plotted. You can, optionally, show other samples as well.

For dba.plotHeatmap(), you can set the mask parameter to say what samples to include; to include all of them, use mask=myDBA$masks$All. The help page for dba.plotHeatmap() has an example of including samples other than those in the contrast. You can also set the mask parameter for dba.plotPCA() to compute that plot the PCA including samples not in the contrast sample groups.

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