salmon - tximport - deseq2 gene level workflow
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6.0 years ago
jomo018 ▴ 730

I am applying salmon quant with --geneMap option to quantify RNA-SEQ to gene level count files. I plan to proceed with DE using Deseq2.

Is it OK to use txIn and txOut in tximport as follows:

tximport(files, type="salmon", countsFromAbundance="no", txIn=T , txOut=T ).

In other words, apply the gene count files as if these are transcripts and avoid any upper level aggregation. I did not find the natural way of applying gene counts to tximport.

RNA-Seq salmon deseq2 tximport • 2.5k views
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Why don't you make it as simple as possible and run salmon with the default parameters on your fastq files, followed by standard tximport to aggregate tx to gene level?

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I believe there is contamination on one chromosome (M) which I want to get rid off after alignment but before DE. It's easier to do on the gene level right after Salmon. There are other ways to do that, but I thought tximport on gene level would be straightforward.

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