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Incorporating Continuous Characters in Joint Estimation of Dicynodont Phylogeny.

Brenen M Wynd1, Basanta Khakurel1,2,3, Christian F Kammerer4,5

  • 1Department of Biological Sciences, Southeastern Louisiana University, 2400 N. Oak St., Hammond, LA 70402, USA.

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Bayesian phylogenetic analysis struggles with continuous traits due to their non-discrete nature. This study shows continuous and discrete traits provide different phylogenetic signals, impacting tree reconstruction for early synapsids.

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Area of Science:

  • Evolutionary biology
  • Phylogenetics
  • Computational biology

Background:

  • Continuous characters are underutilized in Bayesian phylogenetic estimation.
  • Standard Q-matrix models are unsuitable for non-discrete data.
  • Dicynodontia, early synapsids, offer a case study for trait analysis.

Purpose of the Study:

  • To explore continuous traits in Bayesian phylogenetic estimation using Brownian motion models.
  • To compare phylogenetic signal from continuous, discrete, and combined traits.
  • To reconstruct the phylogeny of Dicynodontia.

Main Methods:

  • Applied two Brownian motion models to continuous traits.
  • Analyzed continuous traits separately and combined with discrete traits.
  • Estimated phylogenetic trees for Dicynodontia.

Main Results:

  • Continuous and discrete traits yield significantly different phylogenetic signals.
  • Joint analysis incorporating both trait types produced distinct tree topologies.
  • Results challenge established Dicynodontia phylogeny.

Conclusions:

  • Continuous traits offer valuable but distinct phylogenetic information.
  • Integrating continuous data into Bayesian phylogenetics remains challenging.
  • Further model development is needed for continuous character analysis.