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Area of Science:

  • Evolutionary Biology
  • Genomics
  • Phylogenetics

Background:

  • Gene tree conflict is a common issue in phylogenetics, leading to conflicting results from different species tree inference methods.
  • Resolving deep phylogenetic relationships requires methods that can effectively handle and interpret conflicting evolutionary signals within genomic data.

Purpose of the Study:

  • To develop and apply a method for dissecting phylogenetic signal to resolve recalcitrant relationships and identify data limitations.
  • To investigate the impact of gene tree conflict on species tree inference and evaluate methods for data filtering and gene combinability.

Main Methods:

  • Developed a procedure to dissect phylogenetic signal within a dataset, extending methods for isolating conflict and concordance.
  • Applied combinatorial heuristics to test gene combinability and assess the amplification of phylogenetic signal.
  • Utilized a large phylogenomic plant dataset for demonstration and analysis.

Main Results:

  • Supported key phylogenetic relationships: Amborella sister to angiosperms, Gnetales sister to pines, and monophyly of extant gymnosperms.
  • Identified persistent uncertainty in relationships within bryophytes and eudicots due to insufficient supporting gene trees.
  • Found that nested conflicts limit data filtering effectiveness and that broad concatenation of genes is not supported by the underlying conflicting signal.

Conclusions:

  • The developed approach effectively dissects datasets to address deep phylogenetic relationships and ascertain inferential boundaries.
  • Gene tree conflict necessitates careful data analysis rather than broad gene concatenation for accurate species tree inference.
  • The study highlights the importance of identifying what data cannot resolve, in addition to what it can.