AnnoGen
AnnoGen annotates base-wise Chemical Binding Energy, Sequence Information Entropy, and Homology Score across the GRCh38 reference genome to support identification of functional elements and comparative analyses.
Key Features:
- Chemical Binding Energy: Quantifies the potential energy associated with chemical interactions at each base position across GRCh38.
- Sequence Information Entropy: Calculates entropy to measure sequence variability or disorder at each base and identify regions of high information content.
- Homology Score: Captures genome-wide homology using single-base-offset tiling windows spanning 100 continuous nucleotide bases to assess sequence conservation.
Scientific Applications:
- Functional Genomics: Uses Chemical Binding Energy and Sequence Information Entropy annotations to aid identification of enhancers, promoters, and other regulatory elements.
- Comparative Genomics: Employs Homology Score to facilitate comparative studies and evaluate evolutionary conservation and divergence.
- Personalized Medicine: Provides base-level chemical binding interaction data that can inform drug target discovery and personalized therapeutic strategies.
Methodology:
Implemented in Python; annotates features across user-defined genomic regions or entire genomes; supports parallel comparisons between two sets of genomic regions to enable differential analyses.
Topics
Details
- License:
- MIT
- Tool Type:
- command-line tool
- Programming Languages:
- Python
- Added:
- 1/18/2021
- Last Updated:
- 1/23/2021
Operations
Publications
Sheng Q, Yu H, Oyebamiji O, Wang J, Chen D, Ness S, Zhao Y, Guo Y. AnnoGen: annotating genome-wide pragmatic features. Bioinformatics. 2020;36(9):2899-2901. doi:10.1093/bioinformatics/btaa027. PMID:31930398. PMCID:PMC7203733.
Downloads
- Container filehttps://hub.docker.com/r/shengqh/annogen