Works (1)
Updated: July 5th, 2023 15:41
2014 journal article
Pathway-Guided Identification of Gene-Gene Interactions
ANNALS OF HUMAN GENETICS, 78(6), 478–491.
author keywords: Pathway analysis; gene-gene interactions; bio-knowledge-guided
MeSH headings : Computer Simulation; Epistasis, Genetic; Genotype; Humans; Linear Models; Models, Genetic; Polymorphism, Single Nucleotide; Principal Component Analysis; Regression Analysis
TL;DR:
A regression model with pathway‐guided regularization for detecting interactions among genes using the principal components to summarize the SNP‐SNP interactions between a gene pair, and an L1 penalty that incorporates adaptive weights based on biological guidance and trait supervision to identify important main and interaction effects is proposed.
(via Semantic Scholar)
open access via europepmc.org (repository)
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3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: August 6, 2018
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