MetaLogo

MetaLogo generates multiple aligned sequence logos and clusters heterogeneous sequence groups to visualize and analyze sequence conservation, variation, and motifs across evolutionary clades and functional gene families.


Key Features:

  • Automatic Clustering: Performs clustering of input sequences informed by multiple sequence alignment and phylogenetic tree construction.
  • Dynamic Grouping Options: Supports custom grouping criteria such as sequence length and sample ID for targeted motif and conservation analyses.
  • Comprehensive Visualization: Produces multiple aligned sequence logos in a single figure that highlight homologous and nonhomologous sites across the total sequence population.
  • Functional Annotation: Integrates local sequence characteristics to assist annotation of evolutionary positions and gene functions of unknown sequences.

Scientific Applications:

  • Motif discovery across diverse datasets: Identification and comparison of conserved motifs within datasets from different evolutionary clades or functional gene families.
  • Comparative analysis of homologous and nonhomologous sites: Visualization and analysis of site-specific conservation and variation across grouped sequences.
  • Annotation inference: Support for inferring evolutionary positions and potential gene functions of uncharacterized sequences based on local sequence patterns.

Methodology:

Performs multiple sequence alignment followed by phylogenetic tree construction to inform clustering of sequences.

Topics

Details

License:
Apache-2.0
Cost:
Free of charge
Tool Type:
command-line tool, web application
Operating Systems:
Mac, Linux, Windows
Programming Languages:
Python
Added:
1/14/2022
Last Updated:
1/14/2022

Operations

Data Inputs & Outputs

Phylogenetic inference

Publications

Chen Y, He Z, Men Y, Dong G, Hu S, Ying X. MetaLogo: a heterogeneity-aware sequence logo generator and aligner. Unknown Journal. 2021. doi:10.1101/2021.08.12.456038.

Documentation

Links