A systems approach to prion disease
Open accessAbstract
Prions cause transmissible neurodegenerative diseases and replicate by conformational conversion of normal benign forms of prion protein (PrP(C)) to disease-causing PrP(Sc) 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 PrP(Sc) 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.
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Several proinflammatory cytokines, including TNF α, IL 1α, and C1qa, are upregulated in the brain during the prion disease course.
“Several proinflammatory cytokines are upregulated in the brain during the prion disease course including TNF α, IL 1α, and C1qa [46,69,70,71,72,73].”
From Loss of Homeostatic Microglia Signature in Prion Diseases (2022) · cites this paper as [72]
A systems biology approach found many genes of iron metabolism modified in prion disease.
“A systems biology approach by Hwang et al. (Hwang et al. 2009) also found many genes of iron metabolism modified in prion disease”
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References 100 · Cited by 287
Research works printed but not linked: 1
- Friedman JH, Stuetzle W (1982) Projection pursuit methods for data analysis. In Modern Data Analysis. New York: Academic Press
- Authors
- Hwang, D., Lee, I. Y., Yoo, H., Gehlenborg, N., Cho, J., Petritis, B., Baxter, D., Pitstick, R., Young, R., Spicer, D., Price, N. D., Hohmann, J. G., DeArmond, S. J., Carlson, G. A., & Hood, L. E.
- Affiliations
- Pohang University of Science and Technology (KR)
- Institute for Systems Biology (US)
- European Bioinformatics Institute (GB)
- McLaughlin Research Institute (US)
- University of Illinois Urbana-Champaign (US)
- University of California, San Francisco (US)
- Corresponding author
- Carlson, George A
- Hood, Leroy E
- ORCID
- Venue
- Molecular Systems Biology
- Published
- 2009-03-24
- Volume
- 5
- Issue
- 1
- Pages
- 252-252
- ISSN
- 1744-4292 (ISSN-L)
- PMC
- PMC2671916
- OpenAlex
- W2127293863
- Cited by
- 287
- References
- 100
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 10 · 2023: 2 · 2022: 43 · 2021: 8 · 2020: 22 · 2019: 8 · 2018: 13 · 2017: 11 · 2016: 11 · 2015: 14 · 2014: 26 · 2013: 29 · 2012: 25
- FWCI
- 11.29
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Molecular Systems Biology (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Open Access System for Information Sharing (Pohang University of Science and Technology) (submittedVersion)
- Funders
- National Institute of General Medical Sciences (GM 076547, P50GM076547)
- National Institute of Neurological Disorders and Stroke (NS41997, P01NS041997)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Prion Diseases and Protein Misfolding
- Health Sciences › Medicine › Physiology › Alzheimer's disease research and treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Amyloidosis: Diagnosis, Treatment, Outcomes
- Keywords
- prion disease, prion strains, host genetics, differentially expressed genes, gene expression networks, prion replication, neuropathology, therapeutic target
- MeSH terms
- Animals, Astrocytes, Gene Expression Regulation, Humans, Mice, Transgenic, Time Factors, Prion Diseases, Microglia, PrPSc Proteins, Oligonucleotide Array Sequence Analysis, Gene Expression Profiling, Systems Biology, Mice, Gene Regulatory Networks
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