Many questions in molecular biology, phylogenetics, and biomedicine can be approached through comparison of two or more genomes. However, a global alignment of multiple large genomes is often infeasible or comes at great expense. It is more efficient to compare genomes on a higher level of abstraction, as given by the succession of single-copy genes or other kinds of unique genomic markers on the chromosomal sequences.

In this course, various models of higher level genome comparison are discussed. We start with the classical breakpoint distance, followed by other simple measures such as SC/J and DCJ. The reversal distance will be discussed, and a general genome rearrangement distance. We will also study methods for the reconstruction of ancestral genomes.

Algorithms discussed in this course are mostly combinatorial by nature, similar to the sequence analysis course.

This course is taught in English.

Required: Algorithms and Data Structures (or comparable)
Recommended: Sequence Analysis and Foundations of Genome Research

Preliminary version of the lecture notes:

Chapter 1

Chapter 2

Other references are listed below, together with the schedule.

1. Distance and Sorting
   • Breakpoint model
   • Single-Cut-or-Join (SCJ) model
   • Double-Cut-and-Join (DCJ) model
   • DCJ-indel model
   • Inversion model
2. Computing NP-hard distances via ILP
   • Balanced genomes
   • Natural genomes
   • Family-free genomes
3. Inferring gene families via family-free rearrangements
4. Ancestral Reconstruction
   • Median and halving
   • SCJ Small Parsimony

Prof. Istvan Miklos, from Alfréd Rényi Institute in Budapest, kindly shared his visualization software for the Breakpoint Diagram. It is written in Java, and you can download it here.

Usage: java InversionVisualisation file_name

For example: java InversionVisualisation example.txt

The input must be a signed permutation in one line, representing genome A (genome B is assumed to be the identity permutation), the numbers separated with a <tab>. There is an example in the provided archive.

Select the adjacency edges on which the reversal should act, and press the button Mutate. You can go forward and backward in the list of generated genomes, and you can delete any of them, too.