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.

PMID: 31930398
PMCID: PMC7203733
Funding: - National Cancer Institute: P30CA118100

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