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
Outputs
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
User manual', 'General
https://github.com/labomics/MetaLogo/wikiLinks
Repository
https://github.com/labomics/MetaLogo