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HiMAP2: Identifying phylogenetically informative genetic markers from diverse genomic resources.

Oksana V VernygoraCarlos CongrainsScott M GeibJulian R Dupuis
Published in: Molecular ecology resources (2023)
Multiplexed amplicon sequencing offers a cost-effective and rapid solution for phylogenomic studies that include a large number of individuals. Selecting informative genetic markers is a critical initial step in designing such multiplexed amplicon panels, but screening various genomic data and selecting markers that are informative for the question at hand can be laborious. Here, we present a flexible and user-friendly tool, HiMAP2, for identifying, visualizing, and filtering phylogenetically informative loci from diverse genomic and transcriptomic resources. This bioinformatics pipeline includes orthology prediction, exon extraction, and filtering of aligned exon sequences according to user-defined specifications. Additionally, HiMAP2 facilitates exploration of the final filtered exons by incorporating phylogenetic inference of individual exon trees with RAxML-NG as well as the estimation of a species tree using ASTRAL. Finally, results of the marker selection can be visualized and refined with an interactive Bokeh application that can be used to generate publication-quality figures. Source code and user instructions for HiMAP2 are available at https://github.com/popphylotools/HiMAP_v2.
Keyphrases
  • single cell
  • copy number
  • genome wide
  • rna seq
  • dna methylation
  • electronic health record
  • big data
  • magnetic resonance
  • genetic diversity
  • machine learning
  • solid state
  • case control
  • artificial intelligence