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The Aliment to Bodily Condition knowledgebase (ABCkb): A database connecting plants and human health

The Aliment to Bodily Condition knowledgebase (ABCkb): A database connecting plants and human health

来源:bioRxiv_logobioRxiv
英文摘要

Abstract ObjectiveOverconsumption of processed foods has led to an increase in chronic diet-related diseases such obesity and type 2 diabetes. Although diets high in fresh fruits and vegetables are linked with healthier outcomes, the specific mechanisms for these relationships are poorly understood. Experiments examining plant phytochemical production and breeding programs, or separately on the health effects of nutritional supplements have yielded results that are sparse, siloed, and difficult to integrate between the domains of human health and agriculture. To connect plant products to health outcomes through their molecular mechanism an integrated computational resource is necessary. ResultsWe created the Aliment to Bodily Condition Knowledgebase (ABCkb) to connect plants to human health by creating a stepwise path from plant → plant product → human gene → pathways → indication. ABCkb integrates 11 curated sources as well as relationships mined from Medline abstracts by loading into a graph database which is deployed via a Docker container. This new resource, provided in a queryable container with a user-friendly interface connects plant products with human health outcomes for generating nutritive hypotheses. All scripts used are available on github (https://github.com/atrautm1/ABCkb) along with basic directions for building the knowledgebase.

Linchangco Richard、Walstead Rachel、Jay Jeremy J、Brouwer Cory、Trautman Aaron

Bioinformatics Services Division, UNC Charlotte||Department of Bioinformatics and Genomics, UNC CharlotteDepartment of Bioinformatics and Genomics, UNC CharlotteBioinformatics Services Division, UNC Charlotte||Department of Bioinformatics and Genomics, UNC CharlotteBioinformatics Services Division, UNC Charlotte||Department of Bioinformatics and Genomics, UNC CharlotteBioinformatics Services Division, UNC Charlotte||Department of Bioinformatics and Genomics, UNC Charlotte

10.1101/2021.03.20.436160

医药卫生理论医学研究方法生物科学研究方法、生物科学研究技术植物学

knowledgebaseprecision nutritiongraph databaseneo4jtext miningknowledge discovery

Linchangco Richard,Walstead Rachel,Jay Jeremy J,Brouwer Cory,Trautman Aaron.The Aliment to Bodily Condition knowledgebase (ABCkb): A database connecting plants and human health[EB/OL].(2025-03-28)[2025-06-13].https://www.biorxiv.org/content/10.1101/2021.03.20.436160.点此复制

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