RNA Sequencing: From quality control to pathway analysis - September 2019
Section outline
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RNA-seq: From quality control to pathway analysis
Bern, 23-24 September 2019
In room Nr. 304, 3 OG Ost, Universität Bern, Hochschulstrasse 4.
This page is addressed to registered participants. To access the course description and the application form, please click here.
For any assistance, please contact training@sib.swiss.
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Schedule
Day1:
9:15 - 10:30: - Introduction to RNA-sequencing
- Experimental design: challenges, considerations, strategies
- Examples
10:30 - 11:00: Coffee Break
11:00 - 12:30: - Sequencing archives, SRA, ENA and DDBJ
- Practicals using SRA-tools
- File format - Quality Control - subsetting
12:30 - 13:30: Lunch break
13:30 - 15:00: - Interpretation of a Fastqc report and acting upon for cutting/trimming reads
- Trimming/filtering quality control - Practicals
15:00 - 15:30: Coffee break
16:00 - 17:00: - Alignment to a reference genome/transcriptome
- HISAT2
- STAR
Day2:
9:00 - 10:30: Expression quantification:
- FPKM (Fragments Per Kilobase Of Exon Per Million fragments mapped) vs. Counting mapped fragments
- Practicals using htseq-count
10:30 - 11:00: Coffee Break
11:00: 12:30: Differential expression
-Practicals using DESeq2 (R-statistics)
12:30 - 13:30: Lunch Break
13:30 - 15:00: Gene Ontology and GO enrichment analysis
- practicals using Goseq (R-statistics)
15:00 - 15:30: Coffee break
15:30 - 17:00: Differentially enriched Pathways finding
- practicals using Pathview (R-statistics)17:00- 17:30: Optional exam