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Pinning down ploidy in paleopolyploid plants.

Yue Zhang1, Chunfang Zheng1, David Sankoff2

  • 1Department of Mathematics and Statistics, University of Ottawa, 585 King Edward, Ottawa, K1N 6N5, Canada.

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|May 11, 2018
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Summary

We developed a birth-and-death model to understand gene fractionation and whole genome multiplication in plants. This model analyzes gene similarity distributions, confirming evolutionary events like the recent Brassica triplication.

Keywords:
Birth and death processBrassica rapaGene lossMultinomial modelParalog gene treeSequence divergenceWhole genome duplication

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Area of Science:

  • Evolutionary Biology
  • Genomics
  • Bioinformatics

Background:

  • Whole genome multiplication (WGM) followed by gene fractionation shapes plant evolution over millions of years.
  • Analyzing the frequency distribution of gene pair similarities provides evidence for WGM and fractionation processes.
  • Repeated cycles of WGM and fractionation are key to understanding plant genome evolution.

Purpose of the Study:

  • To model and infer processes of gene fractionation and WGM using gene similarity distributions.
  • To develop a birth-and-death model that accounts for multiple WGM events and differential fractionation rates.
  • To address questions regarding the number of gene pairs originating from each WGM event.

Main Methods:

  • Developed a novel birth-and-death model for WGM and fractionation.
  • Incorporated biologically motivated handling of gene survival post-fractionation.
  • Applied the model to analyze gene similarity distributions in Brassica rapa.

Main Results:

  • The model accurately accounts for the similarity distribution of paralogs resulting from multiple WGM and fractionation rounds.
  • Quantitative analysis of high-similarity gene pairs and triples confirmed known ploidy events in B. rapa's evolutionary history.
  • The model provides insights into the expected number of gene pairs traceable to specific WGM events.

Conclusions:

  • The proposed birth-and-death model effectively explains paralog similarity distributions arising from WGM and fractionation.
  • Analysis of gene triples confirms the recent triplication event in the Brassica lineage.
  • The study provides a robust framework for studying genome evolution driven by WGM and fractionation.