Course outside EMBL-EBI
Organisation and utilisation of hologenomic datasets
This course will cover the generation and application of large-scale holo-omic data sets, such as those produced within the HoloFood project.
There is an increasing recognition that organisms do not exist in isolation, but are actually holobionts, composed of the host and the many microorganisms found on or in the individual. The HoloFood project has developed significant multi-omics datasets for both chicken and salmon, with a view to understanding how different feeds impact the gut microbiota, and in turn animal productivity. This course covers how to access and utilise both raw and derived data products, the workflow to achieve genome-resolved metagenomics, analysis of host variation, generation and interpretation of metabolomic data, and approaches to multi-omic integration to understand links between traits and genomic information.
The HoloFood project represents a cornerstone of hologenomic research, providing a blueprint for how data from such projects should be archived, analysed and interlinked. As such, the motivation for this course is to highlight the availability and usability of the HoloFood data in further holo-omic analyses, either as reference sets to compare against, or as source data for subsequent novel analysis.
Participants will be required to provide their own wi-fi enabled laptops, with an up-to-date browser (e.g. Chrome v.98 or higher), and the ability to install cloud-client software (approx 2GB space required) to allow connection to the virtual machines that will be used for the course. Specifics of all technical requirements will be communicated prior to the course.
The training course is running as a precursor to the Applied HoloGenomics Conference (13 -15 September), also in Bilbao, Spain.
The course is organised by the HoloFood Innovation Action and has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 817729.
Who is this course for?
This course is aimed at researchers who are interested in generating their own, or utilising existing hologenomics datasets (such as HoloFood data). Ideal applicants should have experience working with large-scale data/systems biology, or have an anticipated project requiring access to or analysis of large-scale holo-omic data. Applicants are expected to be comfortable working in a Linux/command line environment.
What will I learn?
Learning outcomes
After the course you should be able to:
- Describe the HoloFood data that is available and how it was generated
- Access a range of data types from leading public repositories
- Illustrate how the data sets relate to each other
- Use the data to support your own analysis
Course content
During this course you will learn about:
- Omic data repositories: MGnify, European Nucleotide Archive, MetaboLights, BioSamples
- Available HoloFood datasets: Genomic, Metagenomic, Metatranscriptomic, Metabolomic, Microbial Genome Catalogues
- Analysis techniques: Metagenome assembly, recovery of genomes, functional annotation of genomes, environmental metabolomic analysis
- Integration: Approaches and tools for further holo-omic analysis: e.g. integration of metabolomic data with (meta-)genomic data
Trainers
Germana Baldi
EMBL-EBI Jaelle Brearley
NTNU Robert Finn
EMBL-EBI
Shyam Gopalakrishnan
UCPH Martin Hansen
AU Varsha Kale
EMBL-EBI Morten Limborg
UCPH Melanie Parejo
EHU/UPV Jakob Rasmussen
UCPH Lorna Richardson
EMBL-EBI Alexander Rogers
EMBL-EBI
Programme
Time
Subject
Trainer
Day one - Sunday 11 September
09:00 – 09:30
Arrival and welcome
09:30 – 09:45
Course introduction
Lorna Richardson
09:45 – 10:45
An overview of a holomic approach and Q&A
Morten Limborg
10:45 – 11:00
Break
11:00 – 12:00
HoloFood sampling and experimental design and Q&A
Morten Limborg
12:00 – 12:45
HoloFood data in public archives (hands-on)
Sandy Rogers (with Germana Baldi and Varsha Kale)
12:45 – 13:45
Lunch
13:45 – 14:45
Metagenomics data and Q&A
Varsha Kale/Germana Baldi
14:45 – 15:30
Metagenomics data: MAG generation (hands-on)
Varsha Kale/Germana Baldi
15:30 – 15:45
Break
15:45 – 17:00
Metagenomics data hands-on cont., and final summary
Varsha Kale/Germana Baldi/Sandy Rogers
Day two - Monday 12 September
09:00 – 09:30
Intro lecture: From population genomics to hologenomes
Morten Limborg/Melanie Pajero
09:30 – 09:45
Break
09:45 – 10:45
Host variation: Host genome recovery from gut metagenomic samples in chicken
Melanie Pajero/Sofia Marcos
10:45 – 11:00
Break
11:00 – 12:00
Hands on exercise: mGWAS on salmon
Morten Limborg/Jaelle Brealey
12:00 – 13:00
Lunch
13:00 – 14:00
Metabolomics data and Q&A
Martin Hansen
14:00 – 14:45
Metabolomics data (hands-on) cont.
Martin Hansen/Jacob Rasmussen
14:45 – 15:00
Break
15:00 – 16:00
Metabolomics data (hands-on) cont.
Martin Hansen/Jacob Rasmussen
16:00 - 17:00
Methods to integrate multi-omics data, to understand host-microbiome interactions
Rob Finn
17:00 – 17:15
Course wrap-up
Lorna Richardson
Attendance at this course is allocated on a first come first served basis. In order to make a successful registration you must do the following:
- Complete the online registration form.
- Ensure you add relevant information to the ‘submission details’ section where you are asked to provide information on your:
- pre-requisite skills and knowledge
- current work and course expectations
- data availability
Please complete your registration by midnight on Thursday 14 July 2022. Items marked * in the registration are mandatory. Incomplete registrations will not be processed.
Further information will follow after registration closes. If you have any questions regarding the registration process please contact Charlotte Pearton.
The course fee includes attendance at the course, as well as refreshments and lunch on both days, and dinner on the first day. Participants must make their own accommodation arrangements.
We will respect the local COVID-19 safety measures as dictated by the course venue. However, these may be subject to change. Additional measures may be communicated to you before the course.
EMBL-EBI
NTNU
EMBL-EBI
UCPH
AU
EMBL-EBI
UCPH
EHU/UPV
UCPH
EMBL-EBI
EMBL-EBI
Programme
Time |
Subject |
Trainer |
Day one - Sunday 11 September |
||
09:00 – 09:30 |
Arrival and welcome |
|
09:30 – 09:45 |
Course introduction |
Lorna Richardson |
09:45 – 10:45 |
An overview of a holomic approach and Q&A |
Morten Limborg |
10:45 – 11:00 |
Break |
|
11:00 – 12:00 |
HoloFood sampling and experimental design and Q&A |
Morten Limborg |
12:00 – 12:45 |
HoloFood data in public archives (hands-on) |
Sandy Rogers (with Germana Baldi and Varsha Kale) |
12:45 – 13:45 |
Lunch |
|
13:45 – 14:45 |
Metagenomics data and Q&A |
Varsha Kale/Germana Baldi |
14:45 – 15:30 |
Metagenomics data: MAG generation (hands-on) |
Varsha Kale/Germana Baldi |
15:30 – 15:45 |
Break |
|
15:45 – 17:00 |
Metagenomics data hands-on cont., and final summary |
Varsha Kale/Germana Baldi/Sandy Rogers |
Day two - Monday 12 September |
||
09:00 – 09:30 |
Intro lecture: From population genomics to hologenomes |
Morten Limborg/Melanie Pajero |
09:30 – 09:45 |
Break |
|
09:45 – 10:45 |
Host variation: Host genome recovery from gut metagenomic samples in chicken |
Melanie Pajero/Sofia Marcos |
10:45 – 11:00 |
Break | |
11:00 – 12:00 |
Hands on exercise: mGWAS on salmon |
Morten Limborg/Jaelle Brealey |
12:00 – 13:00 |
Lunch |
|
13:00 – 14:00 |
Metabolomics data and Q&A |
Martin Hansen |
14:00 – 14:45 |
Metabolomics data (hands-on) cont. |
Martin Hansen/Jacob Rasmussen |
14:45 – 15:00 |
Break |
|
15:00 – 16:00 |
Metabolomics data (hands-on) cont. |
Martin Hansen/Jacob Rasmussen |
16:00 - 17:00 |
Methods to integrate multi-omics data, to understand host-microbiome interactions |
Rob Finn |
17:00 – 17:15 |
Course wrap-up |
Lorna Richardson |
Attendance at this course is allocated on a first come first served basis. In order to make a successful registration you must do the following:
- Complete the online registration form.
- Ensure you add relevant information to the ‘submission details’ section where you are asked to provide information on your:
- pre-requisite skills and knowledge
- current work and course expectations
- data availability
Please complete your registration by midnight on Thursday 14 July 2022. Items marked * in the registration are mandatory. Incomplete registrations will not be processed.
Further information will follow after registration closes. If you have any questions regarding the registration process please contact Charlotte Pearton.
The course fee includes attendance at the course, as well as refreshments and lunch on both days, and dinner on the first day. Participants must make their own accommodation arrangements.
We will respect the local COVID-19 safety measures as dictated by the course venue. However, these may be subject to change. Additional measures may be communicated to you before the course.