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A systems approach to prion disease
Authors:Nils Gehlenborg  Ji‐Hoon Cho  Brianne Petritis  David Baxter  Rose Pitstick  Rebecca Young  Doug Spicer  Nathan D Price  John G Hohmann  Stephen J DeArmond  George A Carlson  Leroy E Hood
Institution:1. Institute for Systems Biology, Seattle, WA, USA;2. Microarray Team, European Bioinformatics Institute, Wellcome Trust Genome Campus, Cambridge, UK;3. I‐Bio Program & Department of Chemical Engineering, POSTECH, Pohang, Republic of Korea;4. McLaughlin Research Institute, Great Falls, MT, USA;5. Department of Chemical and Biomolecular Engineering & Institute for Genomic Biology, University of Illinois, Urbana, IL, USA;6. Allen Brain Institute, Seattle, WA, USA;7. Department of Pathology, University of California, San Francisco, CA, USA
Abstract:Prions cause transmissible neurodegenerative diseases and replicate by conformational conversion of normal benign forms of prion protein (PrPC) to disease‐causing PrPSc isoforms. A systems approach to disease postulates that disease arises from perturbation of biological networks in the relevant organ. We tracked global gene expression in the brains of eight distinct mouse strain–prion strain combinations throughout the progression of the disease to capture the effects of prion strain, host genetics, and PrP concentration on disease incubation time. Subtractive analyses exploiting various aspects of prion biology and infection identified a core of 333 differentially expressed genes (DEGs) that appeared central to prion disease. DEGs were mapped into functional pathways and networks reflecting defined neuropathological events and PrPSc replication and accumulation, enabling the identification of novel modules and modules that may be involved in genetic effects on incubation time and in prion strain specificity. Our systems analysis provides a comprehensive basis for developing models for prion replication and disease, and suggests some possible therapeutic approaches.
Keywords:microarray  network analysis  neurodegenerative disease  prion
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