CB2030 Systems biology 7.5 credits

Systembiologi

Show course information based on the chosen semester and course offering:

Offering and execution

No offering selected

Select the semester and course offering above to get information from the correct course syllabus and course offering.

Course information

Content and learning outcomes

Course contents *

The course contains fundamental theory of Systems Biology, i.e. the holistic understanding of biology as large numbers of interacting biomolecules. Particularly, the course weill describe the analysis of data from large-scale omics experiments. The following subjects will be covered:

  • Experimental design
  • Differential expression analysis
  • Regulation of gene expression
  • Integration of different types of expression data
  • Databases: pathways, co-expression, metabolites
  • Over-representation analysis and gene set enrichment analysis
  • Graph algorithms, and their applications to interaction networks and co-expression networks
  • Basic machine learning and clustering
  • Case studies of applications of systems biology

Intended learning outcomes *

The course will comprise a number of methods that are used for the analysis of data from high-throughput experiments. After the successful completion of the course the student will be able to:

  1. Describe the methods
  2. Explain the theory behind the methods
  3. Apply the methods to biologically relevant problems.
  4. Interpret the results from the methods in a medical or biological context.
  5. Reflect over the choice of methods, and how that affects the results.

Course Disposition

No information inserted

Literature and preparations

Specific prerequisites *

The following courses, or equivalent, are recommended:

  • Bioinformatics corresponding to BB2441 Bioinformatics,
  • Programming corresponding to BB1000 Programming in Python
  • Probability theory corresponding to SF1911 Statistics for Bioengineering 6.0 credits
  • Knowledge of modern omics experiments corresponding to BB2255 Applied Gene Technology

Recommended prerequisites

No information inserted

Equipment

No information inserted

Literature

No information inserted

Examination and completion

Grading scale *

A, B, C, D, E, FX, F

Examination *

  • TEN1 - Written exam, 7.5 credits, Grading scale: A, B, C, D, E, FX, F

Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.

The examiner may apply another examination format when re-examining individual students.

Other requirements for final grade *

Passed exam

Opportunity to complete the requirements via supplementary examination

No information inserted

Opportunity to raise an approved grade via renewed examination

No information inserted

Examiner

Lukas Käll

Further information

Course web

Further information about the course can be found on the Course web at the link below. Information on the Course web will later be moved to this site.

Course web CB2030

Offered by

CBH/Gene Technology

Main field of study *

Biotechnology, Molecular Life Science

Education cycle *

Second cycle

Add-on studies

No information inserted

Ethical approach *

  • All members of a group are responsible for the group's work.
  • In any assessment, every student shall honestly disclose any help received and sources used.
  • In an oral assessment, every student shall be able to present and answer questions about the entire assignment and solution.