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Methods of looking at miRNA target enrichment in lists of genes

Hi,

I'm trying to figure out what the best way of doing this analysis is, or if anybody knows any good R packages.

So basically I've got RNA-seq results for gene and miRNA expression. I've got 3 conditions in the study (3 different groups), and I've already done my analysis to find significantly differentially expressed genes and miRNA between each of the groups.

Simplistically, my groups are: (1) Sham surgery, (2) surgical model of disease at 7 days post-surgery, (3) surgical model of disease at 14 days post-surgery. Based on this, I've made a number of lists of genes/miRs based on their expression profile in each of the 3 conditions, for example: significantly increases between 1 and 2, then significantly decreases between 2 and 3. So the analysis I want to do now is: predict the targets of the miRNA and look for enrichment of these targets in the complimentary gene expression list. In other terms, I want to assess how miRNA expression changes may be influencing the transcriptomic profile.

Any ideas?

rna-seq r mirna gene

1 answer

I recommend looking at Sylamer, it looks for enrichment of miRNA seed sequences in the UTRs of genes which are ranked by their change in differential expression analyses.

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