Aliment to Bodily Condition knowledgebase (ABCkb)

Aliment to Bodily Condition knowledgebase (ABCkb) provides an integrated graph database linking plant-derived products to human genes, pathways, and specific health indications to elucidate molecular mechanisms underlying diet-related health outcomes.


Key Features:

  • Stepwise mapping: Establishes explicit links from plants to plant-derived products, then to human genes, pathways, and specific health indications.
  • Data integration: Consolidates data from 11 curated sources to support structured relationships between botanical entities and human biology.
  • Literature-derived relationships: Incorporates relationships extracted from Medline abstracts.
  • Graph database: Organizes entities and relationships within a graph database framework to support complex queries and analyses.
  • Containerized deployment: Provides a Docker container for packaging the computational resource.

Scientific Applications:

  • Hypothesis generation: Enables generation of nutritive hypotheses linking plant phytochemicals to molecular mechanisms in humans.
  • Diet-related disease research: Supports investigation of chronic diet-related diseases, including obesity and type 2 diabetes.
  • Dietary and agricultural guidance research: Informs research that can connect dietary components to recommendations and agricultural practices.
  • Phytochemical–biology exploration: Facilitates exploration of connections between plant phytochemicals and their effects on human genes and pathways.

Methodology:

Consolidates data from 11 curated sources and relationships extracted from Medline abstracts, and organizes the aggregated information within a graph database; the resource is packaged in a Docker container.

Topics

Details

License:
GPL-3.0
Tool Type:
command-line tool, workflow
Programming Languages:
JavaScript, Python
Added:
6/14/2021
Last Updated:
8/9/2021

Operations

Publications

Trautman A, Linchangco R, Walstead R, Jay JJ, Brouwer C. The Aliment to Bodily Condition knowledgebase (ABCkb): A database connecting plants and human health. Unknown Journal. 2021. doi:10.1101/2021.03.20.436160.