Introduction to bioinformatics using NGS data
November 24, 2024 @ 09:00 – November 29, 2024 @ 17:00 CET
National workshop for PhD students, postdocs, researchers, and other employees within Swedish academia, introducing the analysis of next generation sequencing data.
The course is organized by: National Bioinformatics Infrastructure Sweden (NBIS) and National Genomics Infrastructure (NGI)
Responsible teachers: Malin Larsson, Martin Dahlö, Roy Francis
Contact information: edu.intro-ngs@nbis.se
Important dates
Application opens: July 4, 2024
Application closes: Oct 13, 2024
Confirmation to accepted participants: 1 week after application deadline
Course fee
This on-site training event costs 3000 SEK for academic participants and 15 000 SEK for non-academic participants, invoiced to the participant’s organisation. If you accept a position and do not participate (no-show) you will still be invoiced at the standard fee. Please note that NBIS cannot invoice individuals.
Course description
This intense one-week workshop provides an introduction to the analysis of next generation sequencing data. Lectures on the theory of concepts will be paired with practical computational exercises in the Linux environment. The practical exercises will focus on data from the Illumina platform, but we will discuss other sequencing platforms and the advantages and challenges to using their data during the lectures.
Course content
Briefly, the workshop covers the followings major topics:
- Working on the UNIX/LINUX command line
- Bioinformatic/NGS data formats and QC
- DNA variant calling workflow essentials
- RNA sequence analysis workflow essentials
Learning outcomes
After this workshop you should be able to:
- Describe the basic principles of next generation sequencing.
- Use the Linux command line interface to manage simple file processing operations, and organise directory structures.
- Connect to and work on a remote high performance compute cluster.
- Apply programs in Linux for analysis of NGS data.
- Summarise the applications of current NGS technologies, including the weakness and strengths of the approaches and when it is appropriate to use which one of them.
- Explain common NGS file formats.
- Interpret quality control of NGS reads.
- Explain the steps involved in variant calling using whole genome sequencing data.
- Independently perform a basic variant calling workflow on example data.
- Demonstrate hands-on experience with handling raw RNA sequencing data, QC and quantification of gene expression.
- Explain the steps involved in differential gene expression using RNA seq data.
Entry requirements
To be able to follow the workshop you need to:
BYOL, bring your own laptop configured according to precourse instructions.
Have a background in genetics, cell biology, biomedicine, biochemistry, bioinformatics or comparable.
To get the maximum benefit from the workshop you should:
Have a research project where you are currently using or are planning to use next generation sequencing.
Selection criteria
Due to limited space the course can accommodate a maximum of 30 participants. If we receive more applications, participants will be selected based on several criteria. Selection criteria include correct entry requirements, motivation to attend the workshop as well as gender and geographical balance. Priority is given to PhD scholars followed by other researchers, and we will prioritise applications from Swedish academia.
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