Bulk RNASeq: from reads to counts
General context
- We perform quality control of the sequence reads to detect biases or contamination
- We map the reads to the reference genome using a transcriptome model.
- We perform a detailed QC analysis of the mapping results to detect potential problems.
- The mapping results are used to obtain transcript counts
During this training you will: execute a complete workflow at command line or in Galaxy or GenePattern to go from raw fastq files to count files.
Familiarity with the Illumina sequencing process and with basic NGS data formats: FASTQ, SAM/BAM, GTF, ...If you do not meet these requirements you have to follow the "Introduction to the analysis of NGS data" training first.
Experience with command line is required to do workflow in command line.
- RNA-seq assembly
- RNA-seq analysis for isoform detection
- RNA-seq analysis for detection of short RNA species
- fastQC
- trimmomatic
- Groomer
- STAR, Kallisto
- samtools
- Picard
- RSeQC
- HTSeq
Trainers
Janick Mathys
Janick tries to help VIB scientists analyze their data by offering bioinformatics training and support. Next to organizing trainings, creating e-learning courses and teaching statistics, R, Python, Linux, HPC, bulk and single cell RNA-Seq analysis, she consults scientists and develops pipelines for omics analyses. Before joining VIB, she worked as a post-doc at KULeuven, doing research on transcriptomics and transcription regulation. She coordinated the Master of Bioinformatics program of KULeuven and taught the course on Biological Databases.
Guy Bottu
Program
9h30 - 15h00 Complete workflow from raw fastq files to count files in GenePattern or command line.
15h15 - 17h00 Automation of the workflow by creating a pipeline in GenePattern or running a bash script on command line
Practical info
06 March 2020
Leuven - Park Inn by Radisson
Martelarenlaan 36
3010 Leuven
Belgium
06 March 2020
Leuven - Park Inn by Radisson
The hotel is located 300m from Leuven Central Station, just a short 5 minute walk.
06 March 2020
Leuven - Park Inn by Radisson
Using your bike for longer distances? Check Cycle Highways.
06 March 2020
Leuven - Park Inn by Radisson
Underground P1-Parking Station Leuven, Martelarenlaan 4, 3010 Leuven or parking De Bond, Martelarenlaan 18, 3010 Leuven.
06 March 2020
Leuven - Park Inn by Radisson
+32 16 61 66 02
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