BMC Bioinformatics (Aug 2021)

Maximum parsimony reconciliation in the DTLOR model

  • Jingyi Liu,
  • Ross Mawhorter,
  • Nuo Liu,
  • Santi Santichaivekin,
  • Eliot Bush,
  • Ran Libeskind-Hadas

DOI
https://doi.org/10.1186/s12859-021-04290-6
Journal volume & issue
Vol. 22, no. S10
pp. 1 – 22

Abstract

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Abstract Background Analyses of microbial evolution often use reconciliation methods. However, the standard duplication-transfer-loss (DTL) model does not account for the fact that species trees are often not fully sampled and thus, from the perspective of reconciliation, a gene family may enter the species tree from the outside. Moreover, within the genome, genes are often rearranged, causing them to move to new syntenic regions. Results We extend the DTL model to account for two events that commonly arise in the evolution of microbes: origin of a gene from outside the sampled species tree and rearrangement of gene syntenic regions. We describe an efficient algorithm for maximum parsimony reconciliation in this new DTLOR model and then show how it can be extended to account for non-binary gene trees to handle uncertainty in gene tree topologies. Finally, we describe preliminary experimental results from the integration of our algorithm into the existing xenoGI tool for reconstructing the histories of genomic islands in closely related bacteria. Conclusions Reconciliation in the DTLOR model can offer new insights into the evolution of microbes that is not currently possible under the DTL model.

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