A systems approach to prion disease

被引:207
作者
Hwang, Daehee [2 ,3 ,4 ]
Lee, Inyoul Y. [2 ]
Yoo, Hyuntae [2 ]
Gehlenborg, Nils [2 ,5 ]
Cho, Ji-Hoon [3 ,4 ]
Petritis, Brianne [2 ]
Baxter, David [2 ]
Pitstick, Rose [1 ]
Young, Rebecca [1 ]
Spicer, Doug [1 ]
Price, Nathan D. [8 ,9 ]
Hohmann, John G. [6 ]
DeArmond, Stephen J. [7 ]
Carlson, George A. [1 ]
Hood, Leroy E. [2 ]
机构
[1] McLaughlin Res Inst, Great Falls, MT 59405 USA
[2] Inst Syst Biol, Seattle, WA 98103 USA
[3] POSTECH, I Bio Program, Pohang, South Korea
[4] POSTECH, Dept Chem Engn, Pohang, South Korea
[5] Wellcome Trust Genome Campus, European Bioinformat Inst, Microarray Team, Cambridge, England
[6] Allen Brain Inst, Seattle, WA USA
[7] Univ Calif San Francisco, Dept Pathol, San Francisco, CA USA
[8] Univ Illinois, Dept Chem & Biomol Engn, Urbana, IL 61801 USA
[9] Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
关键词
microarray; network analysis; neurodegenerative disease; prion; TRANSMISSIBLE SPONGIFORM ENCEPHALOPATHIES; QUANTITATIVE TRAIT LOCI; SCRAPIE-INFECTED MICE; SELECTIVE NEURONAL VULNERABILITY; CREUTZFELDT-JAKOB-DISEASE; CENTRAL-NERVOUS-SYSTEM; GENE-EXPRESSION; INCUBATION PERIOD; PRESYMPTOMATIC DETECTION; BENZODIAZEPINE-RECEPTOR;
D O I
10.1038/msb.2009.10
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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. Molecular Systems Biology 24 March 2009; doi: 10.1038/msb.2009.10
引用
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页数:23
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