Question: What is the optimal read length filter for Kallisto post adapter removal?
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gravatar for bipin
18 months ago by
bipin20
bipin20 wrote:

I am using 151bp paired end RNA seq reads to study differentially expressed genes between two conditions. The reads are aligned to a reference transcriptome using Kallisto(index created using default kmer size of 31).

However ~16% of the reads have an adapter contamination with the adapter sequence starting in the middle of the read in some cases. The fastqc plot for adapter contamination look like this

I am using trim-galore to remove the adapter contamination however I am unsure as to what min length cutoff post adapter removal I should keep to optimize between preventing multimapping and losing reads.

I tested with 50 bp which results in loss of ~100000 read pairs(0.5%) and adds/removes ~30 genes from the significant list from DESeq2(total significant genes ~2400).

Kallisto works fine without the adapter removal too but I suspect it might result in spurious multimapping for reads which have very small >31 & <50 bp non adapter portion.

What would be an optimal read length cutoff in this scenario or how can I figure out the cutoff in this case?

rna-seq kallisto • 754 views
ADD COMMENTlink modified 17 months ago • written 18 months ago by bipin20
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