Question: Problem with Fastqc quality control for miRNAseq data
0
gravatar for silas008
4.2 years ago by
silas008100
Brazil
silas008100 wrote:

I'm trying to filter my miRNAseq data. The reads are from 18 to 30 nucleotides. The Fastqc shows there are some problem with Per Base Sequence Content and Per Sequence CG Content. The quality of bases is OK, so, why it shows the problem with the other parameters? Is expected that miRNA have the same content of CG and Per Base Content that mRNAseq or DNAseq?

Thank You

fastqc rna-seq mirna • 1.7k views
ADD COMMENTlink modified 4.2 years ago by Lorena Pantano360 • written 4.2 years ago by silas008100

Please post the full report, and describe your intended experiment.

ADD REPLYlink written 4.2 years ago by Brian Bushnell16k
2
gravatar for Lorena Pantano
4.2 years ago by
Barcelona
Lorena Pantano360 wrote:

Hi!

Well, don't know if it is really a problem. normally in miRNA data, there are a bunch super highly expressed, and then the rest. That means that the time each miRNA is represented is a lot. I guess you see something weird with duplication figure as well?

Fastqc was designed for DNAseq, which you get random sequences equally represented over the genome. Something that is not true for RNAseq, and it is even worse for sRNAseq since the complexity is lower. In this cases, the expression will affect how much reads are represented. For RNAseq, at least you have different fragments from the genes.  For sRNA always is the same fragment since they are small.

I would do a cumulative expression figure after you map to miRNAs and quantify to see the complexity and the number of miRNA detected, for instance. If that is ok, then I think you shouldn't be worry.

ADD COMMENTlink written 4.2 years ago by Lorena Pantano360

Yes, i have problems with duplications too. But for Overrepresented Sequences and Duplicates I think it's OK, for the reasons that you said. I wiil do what you sugested and additionally I think is better to do the differential expression analysis and after this to validate some miRNAs by qPCR.

Thank you 

ADD REPLYlink written 4.2 years ago by silas008100
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