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AMIA Jt Summits Transl Sci Proc. 2012;2012:62-71. Epub 2012 Mar 19.

Integrative analysis of common neurodegenerative diseases using gene association, interaction networks and mRNA expression data.

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1
Center for Proteomics and Bioinformatics, Cleveland, OH.

Abstract

Alzheimer's and Parkinson's diseases (AD and PD) are two common neurodegenerative diseases primarily affecting memory and motor functions, respectively. In this study, we integrated data from various sources, and took a systems-biology approach to compare and contrast the molecular and network based dysregulation associated with AD and PD and we integrated these data with known pathways of drug treatment. First, we identified genes that exhibit consistent prior evidence of association with each disease. Then, we extracted disease-specific sub-networks from a human interactome database using associated genes as seeds. To rank the sub-networks we used existing gene expression data from cases and controls. Comparison of resulting disease-associated genes and networks revealed significant overlap between AD and PD. In addition, the identified sub-networks correlated with known drug interdiction pathways, and suggested new potential targets for intervention.

PMID:
22779053
PMCID:
PMC3392058
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