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Evolution through segmental duplications and losses: a Super-Reconciliation approach
The classical gene and species tree reconciliation, used to infer the history of gene gain and loss explaining the evolution of gene families, assumes an independent evolution for each family. While this assumption is reasonable for genes that are far apart in the genome, it is not appropriate for g...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249433/ https://www.ncbi.nlm.nih.gov/pubmed/32508979 http://dx.doi.org/10.1186/s13015-020-00171-4 |
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author | Delabre, Mattéo El-Mabrouk, Nadia Huber, Katharina T. Lafond, Manuel Moulton, Vincent Noutahi, Emmanuel Castellanos, Miguel Sautie |
author_facet | Delabre, Mattéo El-Mabrouk, Nadia Huber, Katharina T. Lafond, Manuel Moulton, Vincent Noutahi, Emmanuel Castellanos, Miguel Sautie |
author_sort | Delabre, Mattéo |
collection | PubMed |
description | The classical gene and species tree reconciliation, used to infer the history of gene gain and loss explaining the evolution of gene families, assumes an independent evolution for each family. While this assumption is reasonable for genes that are far apart in the genome, it is not appropriate for genes grouped into syntenic blocks, which are more plausibly the result of a concerted evolution. Here, we introduce the Super-Reconciliation problem which consists in inferring a history of segmental duplication and loss events (involving a set of neighboring genes) leading to a set of present-day syntenies from a single ancestral one. In other words, we extend the traditional Duplication-Loss reconciliation problem of a single gene tree, to a set of trees, accounting for segmental duplications and losses. Existency of a Super-Reconciliation depends on individual gene tree consistency. In addition, ignoring rearrangements implies that existency also depends on gene order consistency. We first show that the problem of reconstructing a most parsimonious Super-Reconciliation, if any, is NP-hard and give an exact exponential-time algorithm to solve it. Alternatively, we show that accounting for rearrangements in the evolutionary model, but still only minimizing segmental duplication and loss events, leads to an exact polynomial-time algorithm. We finally assess time efficiency of the former exponential time algorithm for the Duplication-Loss model on simulated datasets, and give a proof of concept on the opioid receptor genes. |
format | Online Article Text |
id | pubmed-7249433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72494332020-06-04 Evolution through segmental duplications and losses: a Super-Reconciliation approach Delabre, Mattéo El-Mabrouk, Nadia Huber, Katharina T. Lafond, Manuel Moulton, Vincent Noutahi, Emmanuel Castellanos, Miguel Sautie Algorithms Mol Biol Research The classical gene and species tree reconciliation, used to infer the history of gene gain and loss explaining the evolution of gene families, assumes an independent evolution for each family. While this assumption is reasonable for genes that are far apart in the genome, it is not appropriate for genes grouped into syntenic blocks, which are more plausibly the result of a concerted evolution. Here, we introduce the Super-Reconciliation problem which consists in inferring a history of segmental duplication and loss events (involving a set of neighboring genes) leading to a set of present-day syntenies from a single ancestral one. In other words, we extend the traditional Duplication-Loss reconciliation problem of a single gene tree, to a set of trees, accounting for segmental duplications and losses. Existency of a Super-Reconciliation depends on individual gene tree consistency. In addition, ignoring rearrangements implies that existency also depends on gene order consistency. We first show that the problem of reconstructing a most parsimonious Super-Reconciliation, if any, is NP-hard and give an exact exponential-time algorithm to solve it. Alternatively, we show that accounting for rearrangements in the evolutionary model, but still only minimizing segmental duplication and loss events, leads to an exact polynomial-time algorithm. We finally assess time efficiency of the former exponential time algorithm for the Duplication-Loss model on simulated datasets, and give a proof of concept on the opioid receptor genes. BioMed Central 2020-05-26 /pmc/articles/PMC7249433/ /pubmed/32508979 http://dx.doi.org/10.1186/s13015-020-00171-4 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Delabre, Mattéo El-Mabrouk, Nadia Huber, Katharina T. Lafond, Manuel Moulton, Vincent Noutahi, Emmanuel Castellanos, Miguel Sautie Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title | Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title_full | Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title_fullStr | Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title_full_unstemmed | Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title_short | Evolution through segmental duplications and losses: a Super-Reconciliation approach |
title_sort | evolution through segmental duplications and losses: a super-reconciliation approach |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7249433/ https://www.ncbi.nlm.nih.gov/pubmed/32508979 http://dx.doi.org/10.1186/s13015-020-00171-4 |
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