Title
Reconciling Multiple Genes Trees via Segmental Duplications and Losses.
Abstract
Reconciling gene trees with a species tree is a fundamental problem to understand the evolution of gene families. Many existing approaches reconcile each gene tree independently. However, it is well-known that the evolution of gene families is interconnected. In this paper, we extend a previous approach to reconcile a set of gene trees with a species tree based on segmental macro-evolutionary events, where segmental duplication events and losses are associated with cost and , respectively. We show that the problem is polynomial-time solvable when (via LCA-mapping), while if the problem is NP-hard, even when and a single gene tree is given, solving a long standing open problem on the complexity of multi-gene reconciliation. On the positive side, we give a fixed-parameter algorithm for the problem, where the parameters are and the number of segmental duplications, of time complexity . Finally, we demonstrate the usefulness of this algorithm on two previously studied real datasets: we first show that our method can be used to confirm or raise doubt on hypothetical segmental duplications on a set of 16 eukaryotes, then show how we can detect whole genome duplications in yeast genomes.
Year
DOI
Venue
2018
10.4230/LIPIcs.WABI.2018.5
workshop on algorithms in bioinformatics
Keywords
DocType
Volume
Fixed-parameter tractability,Gene trees,NP-hardness,Phylogenetics,Reconciliation,Segmental duplications,Species trees,Whole genome duplications
Conference
abs/1806.03988
Citations 
PageRank 
References 
1
0.36
0
Authors
3
Name
Order
Citations
PageRank
Riccardo Dondi18918.42
Manuel Lafond231.41
Celine Scornavacca3263.73