Exercise 1. Functional characterization of genes that carry interesting variants obtained from WES experiments
Objectives: Functional characterization of genes selected from variant discovery experiments in retina dystrophy.
Whole exome sequencing (WES) is useful in de novo variant discovery. After analyze some patients, we get a group of genes with some characterized mutations and through functional enrichment we get additional information that allows improve the understanding of that process they regulate.
Data: 73 genes with variants of subjects with retina dystrophy. File: dystrophy.txt
Workflow:
- Open the file “dystrophy.txt” in a text editor and inspect its content. How many genes are there?
- Upload the file in Babelomics through the Upload button. We have to specify the data type: “Id list (Id)”.
- Select the functional enrichment analysis tool in the menu “Functional / Single Enrichment: FatiGO”.
- Firstly, we compare our list against the rest of genome. We have to select our data and organism (human).
- It's possible perform simultaneously several enrichment analysis using different databases. In this exercise, we select biological process, molecular functions and cellular components from Gene Ontology.
- We name the job and execute the task. It may expend about 20 minutes in complete the job.
Questions:
- How many GO terms are significant? (Biological process, molecular functions and cellular components)
- How many terms are significant using FDR < 0.005 as threshold?
- We are interested in term “cellular response to light stimulus(GO:0071482)” (biological process). In our list, which genes are enriched with that function?
- What means sign and value of logarithm of Odds Ratio?
- How do we interpret the graphic that appears under the significant results?