icbi-lab / nf-deseq2

A RNA-seq differential expression analysis pipeline downstream of nf-core/rnaseq.

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Add module for BioQC

grst opened this issue · comments

BioQC performs signature enrichment for tissue signatures. This allows to check if e.g. samples have been swapped, or contaminations happend during sample handling.

Repo:
https://github.com/Accio/BioQC

Example code, you can use something similar in the pipeline (currently in private gitlab):
https://gitlab.i-med.ac.at/icbi-lab/ibdome/ibdome-projects/-/blob/2b1e4b4499d731293feebc8266510004b5f423a4/subprojects/data-overview-for-grant-application/13_plots_for_zlatko.Rmd#L70-120

Input:

  • gene expression matrix
  • sample sheet

Output:

  • heatmap
  • table

Note: if another species than human is used, the gene symbols need to be mapped to human orthologs.
The method has been tested using this approach on rat and mouse, other mammalian species can be expected, to work, too.