Related Experiment Videos
The combinatorics of tandem duplication trees.
Olivier Gascuel1, Michael D Hendy, Alain Jean-Marie
1Département d'Informatique Fondamentale et Applications, LIRMM, 161 Rue Ada, 34392 Montpellier, France.
Systematic Biology
|January 30, 2003
Summary
We derived a formula to count tandem duplication trees for repeated DNA sequences. This helps determine the probability of gene duplication events and aids in analyzing evolutionary relationships.
Area of Science:
- Computational Biology
- Evolutionary Genetics
- Bioinformatics
Background:
- Tandemly repeated sequences are common in genomes and arise from unequal recombination.
- Understanding the evolutionary history of these repeats, particularly through duplication trees, is crucial.
- Previous studies have provided counts for small numbers of repeats, but efficient methods for larger sets were lacking.
Purpose of the Study:
- To develop a recurrence relation for counting rooted and unrooted tandem duplication trees.
- To provide a method for estimating the number of duplication trees for large sets of tandemly repeated sequences.
- To establish a priori probabilities for phylogenies of repeated sequences being duplication trees.
Main Methods:
- Development of a recurrence relation to count tandem duplication trees consistent with observed sequence data.
- Tabulation of tree counts for small numbers of tandemly repeated sequences (n).
- Derivation of an asymptotic formula for estimating tree counts for large values of n.
- Presentation of a linear-time algorithm for recognizing duplication trees.
Main Results:
- The number of rooted duplication trees is precisely twice the number of unrooted trees.
- Recurrence relation and asymptotic formula provide accurate counts and estimates for duplication trees.
- Analysis of human immunoglobulin and T-cell receptor sequences revealed most maximum-parsimony trees were tandem duplication trees.
Conclusions:
- The developed recurrence relation and formulas offer a robust framework for analyzing tandem duplication events.
- Findings support the proposed mechanisms of tandem gene duplication in evolutionary processes.
- Efficient algorithms for recognizing and simulating duplication trees are now available.