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      BIS 180L

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CLI
Introduction to the Command Line 1
Introduction to the Command Line 2
Introduction to the Command Line 3
Extra
BashCrawl
Challenge & Homework Solutions
Software Installation
Installation using make and cmake
Conda
Introduction to R
Introduction to R Day 1
Introduction to R Day 2
Introduction to R Day 3
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Alignment
Local Alignment
Python
Intro
Basic Data Types
Flow Control, Functions, Files, Errors
Writing Programs
Biopython and bamnostic/pysam
Next Steps
Bioinformatics File Types
RNA-Seq
  Data Reduction
Files and Filetypes
Prepare dataset
Preprocessing raw data
Indexing a Genome
Alignment with Star
Generating counts tables
  Data Analysis
Prepare R for data analysis
Annotation from BioMart
Differential Expression Analysis
Pathway Analysis

Retreiving Annotation via biomart

Annotation from BioMart with Ensembl names is most flexible way to retrieve tabular annotation for an organism.

  1. The Biomart start page should look like …

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  1. First select the dataset, for gene expression experiment select Ensembl Genes 114 (version 114). The current version as of this workshop.

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  1. Then the Organism, Here Mouse genes which is based on the GRCm39 genome.

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  1. You can choose to filter to only a subset of genes. Or a chromosome, or regions. We won’t filter here. BY default, all genes in the genome are selected.

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  1. Next select the attributes you want in the table.

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  1. Expand the ‘GENE’ tab, and select the attributes you want to retrieve. HERE recreate the list you see on the left side.

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  1. Click “Results” (Top left -ish).

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  1. Select “GO”, to download a tab-separated value (tsv) file.

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  1. The file will save as “mart_export.txt”, put the file into your rnaseq_example directory, rename to “ensembl_mm_114.txt” and open the file in a spreadsheet program to view the annotation.