Course manual 2025/2026

Course content

The field of ecological genomics strives to uncover the genetic and molecular mechanisms influencing responses and adaptations of organisms to their environment. Achieving this aim requires insight in evolution and selection pressure and how that results in natural variation. Using this natural variation to study mechanisms requires a good understanding of both ecologically important phenotypes and species with a well-developed genomic tool-kit. Molecular biological and genomic tools have primarily been developed for model organisms (such as yeast and Arabidopsis) representing a narrow spectrum of phenotypes, whereas many organisms that are the focus of ecological research have had limited genomic resources devoted to them.

In this course, we will focus on the ways in which ecogenomics unites genomic and ecological approaches, which are: (1) to explore the natural variation found within model or crop species, (2) to analyze close relatives with a broader range of phenotypes (e.g. comparative genomics ), and (3) to generate new genomic resources for the species of interest . We will explore the underlying principles of genomics and how they are being applied for each of these three approaches. We will specifically focus on ecogenomics studies of abiotic stress responses. Specific approaches that will be discussed and demonstrated include: genetic mapping, expression analysis (transcriptomics), phenotyping (metabolomics, microbiome analysis, etc.), gene candidate verification. Analysis tools that will be studied “hands-on” will include: the use of genomic databases and tools, quantitative trait loci (QTL) analysis, physiological experiments and genome-wide association studies.

Study materials

Literature

  • Selected reviews and primary literature will be placed on Canvas

Syllabus

  • Practical manual will be available via Canvas

Objectives

  • Explain the strategy of Ecogenomics in answering biological questions
  • Explain the principles of and difference between association mapping (GWAS) and mapping in biparental populations (QTL mapping)
  • Explain the principle of genomics, transcriptomics, metabolomics, microbiome analysis
  • Discuss the principles of how organisms can adapt or respond to their environment
  • Translate knowledge on genetics and omics into ecological insight or breeding strategies
  • Use online genomics resources
  • Carry out an ecogenomics research project
  • Analyse the results of a Genome Wide Association Study
  • Interpret and present the experimental results

Teaching methods

  • Lecture
  • Computer lab session/practical training
  • Self-study
  • Working independently on e.g. a project or thesis
  • Supervision/feedback meeting
  • Laptop seminar
  • Presentation/symposium

Learning activities

Activity

Hours

 

Hoorcollege

26

 

Practicum

36

 

Presentatie

4

 

Tentamen

3

 

Labtopcollege

20

 

Self study

77

 

Total

168

(6 EC x 28 uur)

Attendance

  • Some course components require compulsory attendance. If compulsory attendance applies, this will be indicated in the Course Catalogue which can be consulted via the UvA-website. The rationale for and implementation of this compulsory attendance may vary per course and, if applicable, is included in the Course Manual.
  • Additional requirements for this course:

    Attendance at lectures is highly recommended. Attendance for the (computer) practical and tutorials (werkcollege, WC) sessions is mandatory linking to the course objectives 5-9. If you are unable to participate due to personal circumstances (such as illness or special family circumstances), please contact the course coordinator by e-mail. The course coordinator will then discuss with you whether there are options to participate/contribute in an alternative way (e.g. online) or compensate your absence later. If you are not able to follow education for a long time (longer than 1 week), please also contact the study advisor.

    Assessment

    Item and weight Details Remarks

    Final grade

    The weighted final grade is 5.5 or higher

    0.6 (60%)

    Tentamen

    Must be ≥ 5, Mandatory

    0.2 (20%)

    presentation practical results

    Mandatory

    0.1 (10%)

    QTL tutorial

    Mandatory

    0.1 (10%)

    GWAS tutorial

    Mandatory

    The final grade is composed of the exam (0.6), the practical (presentation, performance)(0.2), and the tutorials (0.2). A student has passed the course when the exam scores 5.0 or higher and the weighted final grade is 5.5 or higher.

    Inspection of assessed work

    For at least twenty working days after the announcement of the results of a written examination, the student can, on request, inspect his/her assessed work, the questions and assignments set, as well as the standards applied for marking. The place and time will be announced via Canvas (from Teaching and Examination Regulations).

    Assignments

    Two assignments based on QTL and GWAS will be given and graded.
    The practical work will be carried out in groups, and the presentations will be assessed.

    Fraud and plagiarism

    The 'Regulations governing fraud and plagiarism for UvA students' applies to this course. This will be monitored carefully. Upon suspicion of fraud or plagiarism the Examinations Board of the programme will be informed. For the 'Regulations governing fraud and plagiarism for UvA students' see: www.student.uva.nl

    Course structure

    Weeknummer Onderwerpen Studiestof

    1

     Intro, adaptation, phenotyping, gene regulation, GWAS tutorial

    See Canvas 

    2

    QTL mapping, use of ecogenomics for breeding and ecology, metagenomics and metabolomics

    See Canvas

    3

    Practical introgression mapping

    See Canvas

    4

    Practical introgression mapping, data analysis

    See Canvas

    Additional information

    This is a 4-week fulltime course in period 2a (November).

    Participation in all practical (computer) sessions and workshops is mandatory.

    The course has a Canvas site; the course will be taught in English.

    Contact information

    Coordinator

    • dr. L. Dong

    Staff

    • A. Ambekar MSc
    • dr. Thomas Blankers
    • dr. P.M. Bleeker
    • prof. dr. ir. Harro Bouwmeester
    • Eva van Doore
    • dr. rer. nat. Anna Heintz Buschart
    • S.W. Alves Aflitos-Hoogstrate MSc
    • Sjors Huizinga MSc
    • dr. R. Jain
    • dr. M. Kant
    • L.J. Kurdow
    • Misha Paauw MSc
    • dr. J.S. Pfeilmeier
    • Mario Schilder
    • prof. dr. ir. R.C. Schuurink