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Gene tree and species tree reconciliation with endosymbiotic gene transfer. | LitMetric

Gene tree and species tree reconciliation with endosymbiotic gene transfer.

Bioinformatics

Département d'informatique, Université de Sherbrooke, 2500, boulevard de l'Université, Sherbrooke (Québec) J1K 2R1, Canada.

Published: July 2021

AI Article Synopsis

  • All mitochondria are believed to have originated from an ancient endosymbiotic event where an α-proteobacterium merged with a eukaryotic ancestor, leading to significant gene transfers from mitochondria to the nucleus and a reduction in mitochondrial genome size over time.
  • * In some species, like land plants, there is ongoing Endosymbiotic Gene Transfer (EGT) which showcases a varied gene distribution between nuclear and mitochondrial genomes, providing insights into eukaryotic evolution.
  • * The study introduces an algorithm, EndoRex, for tracing the evolution of gene families through duplication, loss, and EGT events, with implementations available on GitHub for further research.*

Article Abstract

Motivation: It is largely established that all extant mitochondria originated from a unique endosymbiotic event integrating an α-proteobacterial genome into an eukaryotic cell. Subsequently, eukaryote evolution has been marked by episodes of gene transfer, mainly from the mitochondria to the nucleus, resulting in a significant reduction of the mitochondrial genome, eventually completely disappearing in some lineages. However, in other lineages such as in land plants, a high variability in gene repertoire distribution, including genes encoded in both the nuclear and mitochondrial genome, is an indication of an ongoing process of Endosymbiotic Gene Transfer (EGT). Understanding how both nuclear and mitochondrial genomes have been shaped by gene loss, duplication and transfer is expected to shed light on a number of open questions regarding the evolution of eukaryotes, including rooting of the eukaryotic tree.

Results: We address the problem of inferring the evolution of a gene family through duplication, loss and EGT events, the latter considered as a special case of horizontal gene transfer occurring between the mitochondrial and nuclear genomes of the same species (in one direction or the other). We consider both EGT events resulting in maintaining (EGTcopy) or removing (EGTcut) the gene copy in the source genome. We present a linear-time algorithm for computing the DLE (Duplication, Loss and EGT) distance, as well as an optimal reconciled tree, for the unitary cost, and a dynamic programming algorithm allowing to output all optimal reconciliations for an arbitrary cost of operations. We illustrate the application of our EndoRex software and analyze different costs settings parameters on a plant dataset and discuss the resulting reconciled trees.

Availability And Implementation: EndoRex implementation and supporting data are available on the GitHub repository via https://github.com/AEVO-lab/EndoRex.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8312264PMC
http://dx.doi.org/10.1093/bioinformatics/btab328DOI Listing

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