Interpretation of Enrichment Score
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2.7 years ago
bkohsar ▴ 10

Hello all,

I am having some trouble with interpretation of enrichment scores (ES). I am beginning a project identifying drugs for drug repositioning for a medical condition. I am using a program/tool that ranks small molecules according to their ability to dysregulate an input set of pathways. The program uses a method analogous to GSEA to accomplish this. Now, perhaps I am naive and do not understand the intricacies of the calculations or their meaning, but I am having trouble understanding what the enrichment score exactly means?

To my understanding the enrichment score of a drug coincides with its ability to dysregulate or impact the pathway of interest, however I am confused as to how to interpret a positive or negative value. Does a negative or positive value indicate down-regulation and up-regulation respectively? Thank you all in advance for your time reading this and any help you can provide!

Score Downregulation Enrichment Upregulation • 726 views
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What values are you using as input to this program to calculate ES? Is it the log fold changes from RNA-seq differential expression?

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Hi,

First off thank you for your response. I am using the program Gene2Drug, there are no log fold changes from RNA-seq expression that I enter into the program. Using the program, you enter in Pathways of Interest or Genes and it will return a list of drugs.

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