Batch effect between paired and single ended reads
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chris86 ▴ 420
@chris86-8408
Last seen 4.4 years ago
UCL, United Kingdom

Hi

We have one batch which was done with single ended illumina reads and the rest paired. I ran salmon paired end mode for the other batches then changed to single ended mode for the singled ended reads. I then imported all the data together using tximport. I then did VST using DESEQ2 and did a PCA and the single ended reads are in their own cluster away from the rest of the samples. So it seems there is a batch effect, is this to be expected?

Kind Regards,

Chris

rnaseq • 887 views
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@gordon-smyth
Last seen 6 minutes ago
WEHI, Melbourne, Australia

Yes, it is always to be expected. Any two different sequencing technologies (different read lengths, single vs paired, different amplification strategies, or whatever) will yield a batch effect.

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OK thanks again Gordon.

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