Eat4Genes: A Bioinformatic Rational Gene Targeting App and Prototype Model for Improving Human Health
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Authors
Ford, M.L.
Cooley, J.M.
Sripada, V.
Erickson, John S.
Bennett, Kristin P.
Crawford, Dana R.
Issue Date
2023-05-04
Type
Article
Language
Keywords
Nutrition
Alternative Title
Abstract
Eat4Genes is a prototype diet recommendation web app for patients, healthcare providers, and researchers that aids in the selection of a healthy diet to help treat and prevent numerous health conditions. Our approach is focused on the strategic use of diet to regulate key risk gene expression, which we call dietary rational gene targeting (DRGT). To create the source DRGT dataset, we analyzed data of three types: an expert-curated list of conditions and the desirable modulation associated with risk genes to improve those conditions; an expert-curated list of rigorous scientific studies that quantify how the consumption of dietary agents (nutrients) influences gene expression in humans; and gene expression results for each of the studies. For each study, we added analyses of differentially expressed genes, study quality, and nutrient concentration. We developed a ranking system for studies that emphasize in vivo over in vitro studies, as well as whole foods and extracts over isolated phytochemicals at reasonable concentrations of nutrients. The Eat4Genes web app provides an engaging and informative interface that enables users to perform analysis by condition or by gene. We also present user scenarios from physician's and researcher's perspectives. The prototype Eat4Genes DRGT dataset and web app represent important steps towards translating DRGT and dietary research into a precision nutrition approach that is lower cost and healthier compared to pharmaceutical approaches.
Description
Full Citation
Ford ML, Cooley JM, Sripada V, Xu Z, Erickson JS, Bennett KP, Crawford DR. "Eat4Genes: A Bioinformatic Rational Gene Targeting App and Prototype Model for Improving Human Health." Frontiers in Nutrition (In press)
Publisher
Frontiers in Nutrition