Variant and structural variant analysis using long-read data
23/04/2024
06/05/2024
General context
Resequencing refers to the process of sequencing a genome or a specific region of a genome for which the sequence is already known, with the aim of identifying variations, such as single nucleotide polymorphisms (SNPs), or structural variants, compared to a reference sequence. It is widely used in various fields, including population genetics, evolutionary biology, clinical genetics, and agriculture. It enables researchers to investigate genetic variation within and between populations, identify disease-causing mutations, study evolutionary processes, and breed crops with desired traits.
Long-read sequencing has significantly influenced the field of resequencing by offering several key advantages over traditional short-read sequencing methods including the much improved detection of structural variants, better phasing of variants, and enhanced resolution of complex genomic regions. With continuous improvements in accuracy and yield, long-read sequencing is now also challenging one of the strongholds of short-read sequencing: the accuracy of single nucleotide variants. Another advantage of long-read (single molecule) sequencing is the ability to directly determine base modifications, without the need for separate experimental steps and sequencing (needed in short-read sequencing)
In this course we will use the integrated genomecomb package to perform all steps of resequencing of both long-read and short-read data, including some downstream analysis:
- Preparation (adapter clipping) and alignment to the reference genome
- Variant and structural variant calling
- Making multisample files comparing the different samples and methods
- Variant annotation: Annotating variants with information about their location, functional consequences, and potential association with phenotypic traits or diseases.
- Query/filter the results based on quality and functional criteria
Participants should have some experience with Linux, and running jobs using the HPC/VSC. You should attend the Linux training to get acquainted with the environment. We organize a Linux session and an HPC session on Friday April 12th in Ghent. Please join the waiting list of these trainings if you want to attend them. Contact janick.mathys@vib.be if you want to follow the Linux/HPC introduction training but you cannot make it on April 12th.
Trainers
Peter De Rijk
Dr. Peter De Rijk is responsible for the analysis of the data generated by Nanopore sequencing. To this end he develops and upkeeps the analysis pipelines and he is involved in analysis consulting, implementation, benchmarking and troubleshooting.
Practical info
23 April 2024 - 06 May 2024
Ghent - VIB/UGent FSVM II
Technologiepark 75
9052 Zwijnaarde
Belgium
23 April 2024 - 06 May 2024
Ghent - VIB/UGent FSVM II
From Ghent Sint-Pieters station, you can take a bus to Technologiepark. Please check Routeplanner De Lijn for schedules.
23 April 2024 - 06 May 2024
Ghent - VIB/UGent FSVM II
Looking for a custom cycling route? Try the online cycling route planner to easily and quickly identify the fastest, safest and/or most scenic route to any destination in Ghent.
Cycling route planner
Shared bicycles:
Several providers are active in the area.
Take a look at their platforms:
- Indigo Weel Pro app
- Bluebike
- DOTT
- BOLT eBikes
- Donkey Republic
There are also some public bicycle pumps at the park.
23 April 2024 - 06 May 2024
Ghent - VIB/UGent FSVM II
There is only one entrance to Technologiepark. At the entrance, please take a ticket - Parking is only allowed in regular parking spots (for instance in front of the building) and in the parking tower. Parking alongside the roads or in other places where there is no regular parking is prohibited.
23 April 2024 - 06 May 2024
Ghent - VIB/UGent FSVM II
Room L4 of the FSVM2 building, Technologiepark, Gent