What's the possible causes of Unbalanced strand mapping in RNA-seq?
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6.4 years ago

I'm trying to develop pipeline to search for novel RNA editing events.

enter image description here

The last 4 columns are Forward_ref_cov, Forward_alt_cov, Reverse_ref_cov, Reverse_alt_cov

Could be artifact? How can i remove these kind of position??

RNA-Seq strand bias • 1.7k views
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Can you do this instead of the link above: How to add images to a Biostars post

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Do you mean why the reads only align to the reverse strand and not the forward? Because RNA-seq or rather transcription is an orientation-specific event, and if a strand-aware library prep was used, then you see exactly what you see. If you need more details, please give more information on what you want to do.

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Yes, I mean that some position i found show reads aligned only in one strand. I'm using TCGA RNA-seq data, and I read that unstranded library preparation was used, indeed most of my positions show mapping reads either in forward or in revers strand. enter image description here

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I moved your reply to comment in order to keep this thread organized. Can you provide a link to the exact source of the data?

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The link of my data is https://portal.gdc.cancer.gov/. The information about data i used is at https://cancergenome.nih.gov/abouttcga/aboutdata/platformdesign RNASeqV2

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and where does it say that this is an unstranded library? Could not find that right away following the link..

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I'm sorry, the TCGA website is messy, and is difficult find the informations. This is what I found: http://embor.embopress.org/content/embor/early/2014/02/17/embr.201337950/DC26/embed/inline-supplementary-material-26.pdf?download=true

and on this blog there is just answered question at this link: A: Is TCGA PRAD RNA-seq data strand specific?

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Did you do this mapping yourself? If so, you should provide details about how you did that.

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Bam file I used are prepared according to this pipeline https://docs.gdc.cancer.gov/Data/Bioinformatics_Pipelines/Expression_mRNA_Pipeline/ On bam file I used samtools and bcftools.

samtools mpileup  -Q 15 --max-idepth 8000 -vf GRCh38.d1.vd1.fasta file.bam | bcftools annotate -e "DP<7" | bcftools call -m -V indels | bgzip -c > file.vcf.gz
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