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Conservation of Protein Domains Over Different Proteins02:26

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Using Phylogenetic Analysis to Investigate Eukaryotic Gene Origin
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How Often Does Filtering of Alignment Columns Improve the Phylogenetic Inference of Two-Domain Proteins?

Andrey I Sigorskikh1, Daria D Latortseva1, Anna S Karyagina2,3,4

  • 1Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, 119992, Russia.

Biochemistry. Biokhimiia
|January 30, 2023
PubMed
Summary

Filtering protein sequence alignments improves phylogenetic reconstruction quality for full-length eukaryotic proteins. Excluding less conserved regions like linkers and termini can negatively impact accuracy.

Keywords:
evolutionary domainsfiltration of multiple sequence alignmentphylogenetic inference

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Area of Science:

  • Bioinformatics
  • Evolutionary Biology
  • Computational Biology

Background:

  • Protein phylogeny reconstruction relies on multiple sequence alignments.
  • Heterogeneous conservation across protein regions (domains, linkers, termini) poses challenges for alignment quality.
  • Alignment column filtering is a common strategy to address these challenges.

Purpose of the Study:

  • To investigate the impact of alignment filtering on protein phylogeny reconstruction.
  • To evaluate different approaches using proteins with two evolutionary domains.
  • To assess the influence of sequence length and conservation levels on phylogenetic accuracy.

Main Methods:

  • Comparative analysis of phylogenetic reconstruction methods.
  • Application of alignment column filtering techniques.
  • Utilizing multi-domain proteins with varying conservation patterns.

Main Results:

  • Alignment filtering improved phylogenetic reconstruction quality for full-length eukaryotic protein sequences on average.
  • Excluding less conserved regions (linkers, termini) generally worsened phylogenetic reconstruction quality.
  • The effectiveness of filtering is dependent on sequence length and protein type (eukaryotic).

Conclusions:

  • Full-length sequence analysis with appropriate filtering can enhance eukaryotic protein phylogeny.
  • Selective exclusion of variable regions may not always be beneficial for phylogenetic accuracy.
  • Careful consideration of sequence regions and filtering strategies is crucial for robust protein phylogeny reconstruction.