ANDSystem

ANDSystem reconstructs and analyzes molecular genetic networks by automated extraction and integration of interaction data from scientific literature and databases to map genes, proteins, microRNAs, metabolites, cellular components, pathways, and disease relationships with context for specific cell lines and organisms.


Key Features:

  • Automated Text-Mining: Employs automated text-mining algorithms that process literature sources such as PubMed, which contains over 24 million scientific papers, to extract interaction information.
  • Comprehensive Interaction Analysis: Describes multiple interaction types among genes, proteins, microRNAs, metabolites, cellular components, pathways, and diseases with specificity for cell lines and organisms.
  • Enhanced Interaction Identification: Identifies a broader range of interaction types compared with Pathway Studio and STRING, increasing the comprehensiveness of reconstructed networks.
  • Integration with Other Tools: Integrates results with platforms such as Pathway Studio and STRING to improve the quality of network reconstructions.

Scientific Applications:

  • Biology: Maps molecular interactions to elucidate complex biological processes.
  • Biotechnology: Reveals genetic network relationships to inform biotechnological design and engineering.
  • Pharmacology: Identifies potential drug targets and pathway relationships relevant to drug discovery and development.
  • Medicine: Provides network-level insights into disease mechanisms to support diagnostic and therapeutic research.

Methodology:

Automated extraction of data from scientific literature; application of advanced text-mining algorithms to parse and interpret extracted text and identify molecular and genetic interactions; integration of identified interactions into comprehensive network reconstructions.

Topics

Details

Tool Type:
desktop application
Operating Systems:
Linux, Windows
Programming Languages:
Java
Added:
8/23/2018
Last Updated:
11/25/2024

Operations

Publications

Ivanisenko VA, Saik OV, Ivanisenko NV, Tiys ES, Ivanisenko TV, Demenkov PS, Kolchanov NA. ANDSystem: an Associative Network Discovery System for automated literature mining in the field of biology. BMC Systems Biology. 2015;9(Suppl 2):S2. doi:10.1186/1752-0509-9-s2-s2. PMID:25881313. PMCID:PMC4407185.

Documentation