Transcriptomics analysis: RNA-seq - May 2023
Section outline
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Transcriptomics Analysis: RNA-seq
08 - 10 May 2023
Streamed
This page is addressed to registered participants. To access course description and application form, please click here.
For any assistance, please contact training@sib.swiss.
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DAY1
9:00 - 10:30 - Introduction to RNA sequencing
10:30 - 10:45 - Coffee Break
10:45 - 12:30 - RNAseq analysis pipeline, part I
12:30 - 13:30 - Lunch Break
13:30 - 15:00 - RNAseq analysis pipeline, part II
15:00 - 15:15 - Coffee break
15:15 - 17:00 - Practicals
DAY2
9:00 - 10:30 - Differential Expression analysis
10:30 - 10:45 - Coffee Break
10:45 - 12:30 - Practicals
12:30 - 13:30 - Lunch Break
13:30 - 15:00 - Differential splicing
15:00 - 15:15 - Coffee break
15:15 - 17:00 – Practicals
DAY3
9:00 - 10:30 - Differential Expression analysis with DESEQ2
10:30 - 10:45 - Coffee Break
10:45 - 12:30 - Practicals
12:30 - 13:30 - Lunch Break
13:30 - 15:00 - Downstream analysis
15:00 - 15:15 - Coffee break
15:15 - 17:00 - Practicals -
Please ensure that the following software are installed on your machine PRIOR to the course:• FASTQC (https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)
• QualiMap (http://qualimap.bioinfo.cipf.es/)
• R (https://www.r-project.org, version > 4.0)
• latest version of R Studio
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Installation of R packages for Practical 1
if (!requireNamespace("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("NOISeq")
BiocManager::install("Repitools")
BiocManager::install("Rsamtools")
BiocManager::install("Rsubread")
BiocManager::install("rtracklayer")
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Installation of R packages for Practical 2
install.packages("devtools")
install.packages("ggplot2")
install.packages("gridExtra")
install.packages("RColorBrewer")
install.packages("reshape2")
if (!requireNamespace("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("DESeq2")
BiocManager::install("edgeR")
BiocManager::install("mixOmics")
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Installation of R packages for Practical 3
install.packages("pheatmap")
if (!requireNamespace("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("clusterProfiler")BiocManager::install("org.Mm.eg.db")BiocManager::install("enrichplot") -
Course material will be put online before the course.
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At the end of the course, you will have the opportunity to take an exam to test your newly acquired skills and earn 0.75 ECTS.
The exam will be an oral exam of approximately 15 minutes with the teachers, in the afternoon of the last day of the course. You will be asked to answer questions on various topics related to transcriptomics analysis.