Genetic network identifies novel pathways contributing to atherosclerosis susceptibility in the innominate artery

BMC Medical Genomics
Jody AlbrightBrian J Bennett

Abstract

Atherosclerosis, the underlying cause of cardiovascular disease, results from both genetic and environmental factors. In the current study we take a systems-based approach using weighted gene co-expression analysis to identify a candidate pathway of genes related to atherosclerosis. Bioinformatic analyses are performed to identify candidate genes and interactions and several novel genes are characterized using in-vitro studies. We identify 1 coexpression module associated with innominate artery atherosclerosis that is also enriched for inflammatory and macrophage gene signatures. Using a series of bioinformatics analysis, we further prioritize the genes in this pathway and identify Cd44 as a critical mediator of the atherosclerosis. We validate our predictions generated by the network analysis using Cd44 knockout mice. These results indicate that alterations in Cd44 expression mediate inflammation through a complex transcriptional network involving a number of previously uncharacterized genes.

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Citations

Aug 12, 2017·Journal of Alzheimer's Disease : JAD·Shweta Bagewadi KawaliaMartin Hofmann-Apitius

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Datasets Mentioned

BETA
GSE43292

Methods Mentioned

BETA
chips
PCA
biopsies

Software Mentioned

NEO
R
Database for Annotation , Visualization and Integrated Discove...
Cytoscape
Network Edge Orienting ( NEO )
R package
WGCNA R package
DAVID
WGCNA
Weighted Gene Co - expression Network Analysis ( WGCNA )

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