Kssdtree

Kssdtree addresses limitations in existing sketching-based phylogenetic tools through an interactive Python package that enables real-time, large-scale phylogenetic analysis with improved accuracy and time efficiency.

Key Features:

• Intra-species phylogenomic analysis: Enables phylogenetic investigation within species, expanding the scope of sketching-based methods.
• GTDB-based phylogenetic placement analysis: Supports phylogenetic placement using the Genome Taxonomy Database (GTDB).
• Tree visualization: Overcomes deficiencies in tree visualization present in existing sketching-based tools.
• Distance estimation: Reduces inherent distance estimation bias found in other sketching-based phylogenetic tools.

Scientific Applications:

• Real-time large-scale phylogenetic analysis: Supports efficient phylogenetic reconstruction on comprehensive benchmarking datasets.
• Intra-species phylogenomics: Enables investigation of evolutionary relationships within species.
• Phylogenetic placement: Facilitates placement of unknown sequences into existing phylogenies using GTDB references.

Methodology:

Kssdtree is based on sketching techniques for phylogenetic analysis.