Virtual course

CABANA workshop: Analysis of crop genomics data

Please note this course was postponed in 2020 due to the COVID-19 pandemic and will take place virtually in 2021.

This course will introduce crop biologists to methods and approaches for analysing crop genomics data for genotyping. During the course participants will learn about genotyping experimental design, variant calling, comparative genomics using Ensembl, analyse variation data with Ensembl Variant Effect Predictor and the European Variation Archive and explore concepts of genome wide association studies (GWAS).  The content will explain how to make use of existing public data, retrieve, submit and share your data with the community.


It will also provide training on using R in genomics applications for crop genotyping. Trainers will cover the basics of diversity analysis using R, before analyzing various genomes to assess diversity. This will include hierarchical clustering, correlating genomic data with geographic and phenotypic information and investigating gene-phenotype relationships and microsatellites. This course will use genomic data of wheat, maize and potato as training datasets throughout the week. The course will be delivered through a combination of hands-on training sessions and lectures.


Please note: The course will use genomic data from crop plant species throughout the week. It will not explore in detail methods for assembling genomes.

Who is this course for?

This course is aimed at researchers at graduate level upwards within Latin America who are working with and/or generating their own crop genomic data or who are working on genotyping technologies, including data analysis software development. 

Prerequisites: Basic computational or previous bioinformatics experience is required for this workshop, such as basic commands in R. Undergraduate-level knowledge of plant biology would be an advantage. 

Please note this course will be taught in English. There will be assistants fluent in Spanish who can offer language support where feasible.

What will I learn?

Learning outcomes

By the end of this course, participants should be able to:

  • Describe how to design a crop genotyping experiment
  • Conduct variant calling and search for a variety of crop genomic motifs such as SSRs and indels 
  • Use Ensembl for comparative analysis to explore plant genomes
  • Access plant variation data from public resources and use appropriate tools to analyse variation
  • Input and study genomics data using R to evaluate genomic diversity
  • Select the best method to investigate genomic diversity

Course content

During this course you will learn about: 

  • How to design sequence-based genotyping experiments and conduct variant calling
  • Ensembl tools for browsing plant genomes and variant data
  • Using R to assess crop diversity
  • Genome wide association studies (GWAS)

Trainers

Marco Cristancho
Universidad de Los Andes, Colombia
Diana Lopez
Universidad Nacional de Colombia, Colombia
Carla Valeria Filippi
EMBL-EBI, UK
Bruno Contreras-Moreira
EMBL-EBI, UK
Manuel Humberto Reyes-Valdes
Universidad Autónoma Agraria Antonio Narro (UAAAN), Mexico
Octavio Martinez de la Vega
LANGEBIO, Cinvestav, Mexico
This course has ended

01 - 11 March 2021
$112000 COP
Contact
Marco Cristancho, Derrin Crawte, Marina Pujol

Organisers
  • Marco Cristancho
    Universidad de Los Andes, Colombia
  • Diana Lopez
    Universidad Nacional de Colombia, Colombia
  • Piraveen Gopalasingam
    EMBL-EBI, UK
  • Marina Pujol
    EMBL-EBI, UK

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