Abstract
Introduction
Prion disease is a form of neurodegenerative disease caused by the misfolding and aggregation of cellular prion protein (PrPC). The neurotoxicity of the misfolded form of prion protein, PrPSc still remains understudied. Here we try to investigate this issue using a metabolomics approach.
Objectives
The intention was to identify and quantify the small-in-size and water-soluble metabolites extracted from mice brains infected with the Rocky Mountain Laboratory isolate of mouse-adapted scrapie prions (RML) and track changes in these metabolites during disease evolution.
Methods
A total of 73 mice were inoculated with RML prions or normal brain homogenate control; brains were harvested at 30, 60, 90, 120 and 150 days post-inoculation (dpi). We devised a high-efficiency metabolite extraction method and used nuclear magnetic resonance spectroscopy to identify and quantify 50 metabolites in the brain extracts. Data were analyzed using multivariate approach.
Results
Brain metabolome profiles of RML infected animals displayed continuous changes throughout the course of disease. Among the analyzed metabolites, the most noteworthy changes included increases in myo-inositol and glutamine as well as decreases in 4-aminobutyrate, acetate, aspartate and taurine.
Conclusion
We report a novel metabolite extraction method for lipid-rich tissue. As all the major metabolites are identifiable and quantifiable by magnetic resonance spectroscopy, this study suggests that tracking of neurochemical profiles could be effective in monitoring the progression of neurodegenerative diseases and useful for assessing the efficacy of candidate therapeutics.
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Data availability
The metabolomics data reported in this paper are available at Metabolomics Workbench, study ID1871.
References
Aguzzi, A., Baumann, F., & Bremer, J. (2008). The prion's elusive reason for being. Annual Review of Neuroscience,31, 439–477.
Behar, K. L., Boucher, R., Fritch, W., & Manuelidis, L. (1998). Changes in N-acetylaspartate and myo-inositol detected in the cerebral cortex of hamsters with Creutzfeldt-Jakob disease. Magnetic Resonance Imaging,16, 963–968.
Belle, J. L., Harris, N., Williams, S., & Bhakoo, K. (2002). A comparison of cell and tissue extraction techniques using high-resolution 1H-NMR spectroscopy. NMR in Biomedicine: An International Journal Devoted to the Development and Application of Magnetic Resonance In Vivo,15, 37–44.
Best, J. G., Stagg, C. J., & Dennis, A. (2014). Other significant metabolites, magnetic resonance spectroscopy (pp. 122–138). Oxford: University of Oxford.
Bourgognon, J. M., Spiers, J. G., Scheiblich, H., Antonov, A., Bradley, S. J., Tobin, A. B., et al. (2018). Alterations in neuronal metabolism contribute to the pathogenesis of prion disease. Cell Death and Differentiation,25, 1408–1425.
Brand, A., Richter-Landsberg, C., & Leibfritz, D. (1993). Multinuclear NMR studies on the energy metabolism of glial and neuronal cells. Developmental Neuroscience,15, 289–298.
Bruhn, H., Weber, T., Thorwirth, V., & Frahm, J. (1991). In-vivo monitoring of neuronal loss in Creutzfeldt-Jakob disease by proton magnetic resonance spectroscopy. Lancet,337, 1610–1611.
Chen, S.-Q., Wang, P.-J., Ten, G.-J., Zhan, W., Li, M.-H., & Zang, F.-C. (2009). Role of myo-inositol by magnetic resonance spectroscopy in early diagnosis of Alzheimer’s disease in APP/PS1 transgenic mice. Dementia and Geriatric Cognitive Disorders,28, 558–566.
Dedeoglu, A., Choi, J.-K., Cormier, K., Kowall, N. W., & Jenkins, B. G. (2004). Magnetic resonance spectroscopic analysis of Alzheimer's disease mouse brain that express mutant human APP shows altered neurochemical profile. Brain Research,1012, 60–65.
Epstein, A. A., Narayanasamy, P., Dash, P. K., High, R., Bathena, S. P. R., Gorantla, S., et al. (2013). Combinatorial assessments of brain tissue metabolomics and histopathology in rodent models of human immunodeficiency virus infection. Journal of Neuroimmune Pharmacology,8, 1224–1238.
Flurkey, K., Currer, J., & Harrison, D. (2007). The Mouse in Aging Research (2nd ed., pp. 637–672). Amsterdam: Elsevier.
Govindaraju, V., Young, K., & Maudsley, A. A. (2000). Proton NMR chemical shifts and coupling constants for brain metabolites. NMR in Biomedicine: An International Journal Devoted to the Development and Application of Magnetic Resonance In Vivo,13, 129–153.
Gowda, G. A., Zhang, S., Gu, H., Asiago, V., Shanaiah, N., & Raftery, D. (2008). Metabolomics-based methods for early disease diagnostics. Expert Review of Molecular Diagnostics,8, 617–633.
Graham, S. F., Holscher, C., McClean, P., Elliott, C. T., & Green, B. D. (2013). 1H NMR metabolomics investigation of an Alzheimer’s disease (AD) mouse model pinpoints important biochemical disturbances in brain and plasma. Metabolomics,9, 974–983.
Jones, R. S., & Waldman, A. D. (2004). 1H-MRS evaluation of metabolism in Alzheimer’s disease and vascular dementia. Neurological Research, 26, 488–495.
Lan, M., McLoughlin, G., Griffin, J., Tsang, T., Huang, J., Yuan, P., et al. (2009). Metabonomic analysis identifies molecular changes associated with the pathophysiology and drug treatment of bipolar disorder. Molecular Psychiatry,14, 269–279.
Marjanska, M., Curran, G. L., Wengenack, T. M., Henry, P.-G., Bliss, R. L., Poduslo, J. F., et al. (2005a). Monitoring disease progression in transgenic mouse models of Alzheimer's disease with proton magnetic resonance spectroscopy. Proceedings of the National Academy of Sciences,102, 11906–11910.
Marjanska, M., Curran, G. L., Wengenack, T. M., Henry, P. G., Bliss, R. L., Poduslo, J. F., et al. (2005b). Monitoring disease progression in transgenic mouse models of Alzheimer's disease with proton magnetic resonance spectroscopy. Proc Natl Acad Sci U S A,102, 11906–11910.
Mays, C. E., Kim, C., Haldiman, T., van der Merwe, J., Lau, A., Yang, J., et al. (2014). Prion disease tempo determined by host-dependent substrate reduction. Journal of Clinical Investigation,124, 847–858.
Mays, C. E., van der Merwe, J., Kim, C., Haldiman, T., McKenzie, D., Safar, J. G., et al. (2015). Prion infectivity plateaus and conversion to symptomatic disease originate from falling precursor levels and increased levels of oligomeric PrPSc Species. Journal of Virology,89, 12418–12426.
Musgrove, R. E., Horne, J., Wilson, R., King, A. E., Edwards, L. M., & Dickson, T. C. (2014). The metabolomics of alpha-synuclein (SNCA) gene deletion and mutation in mouse brain. Metabolomics,10, 114–122.
Prusiner, S. B. (1998). Prions. Proceedings of the National Academy of Sciences of the United States of America,95, 13363–13383.
Robertson, N. J., Lewis, R. H., Cowan, F. M., Allsop, J. M., Counsell, S. J., Edwards, A. D., et al. (2001). Early increases in brain myo-inositol measured by proton magnetic resonance spectroscopy in term infants with neonatal encephalopathy. Pediatric Research,50, 692–700.
Rochfort, S. (2005). Metabolomics reviewed: a new "omics" platform technology for systems biology and implications for natural products research. Journal of Natural Products,68, 1813–1820.
Salek, R. M., Xia, J., Innes, A., Sweatman, B. C., Adalbert, R., Randle, S., et al. (2010). A metabolomic study of the CRND8 transgenic mouse model of Alzheimer's disease. Neurochemistry International,56, 937–947.
Sibson, N. R., & Behar, K. L. (2014). Magnetic resonance spectroscopy in neuroenergetics and neurotransmission, Magnetic resonance spectroscopy (pp. 274–288). Amsterdam: Elsevier.
Stevens, M., Lattimer, S., Kamijo, M., Van Huysen, C., Sima, A., & Greene, D. (1993). Osmotically-induced nerve taurine depletion and the compatible osmolyte hypothesis in experimental diabetic neuropathy in the rat. Diabetologia,36, 608–614.
Tkáč, I., Henry, P. G., Andersen, P., Keene, C. D., Low, W. C., & Gruetter, R. (2004). Highly resolved in vivo 1H NMR spectroscopy of the mouse brain at 9.4 T. Magnetic Resonance in Medicine: An Official Journal of the International Society for Magnetic Resonance in Medicine,52, 478–484.
Tsang, T. M., Woodman, B., McLoughlin, G. A., Griffin, J. L., Tabrizi, S. J., Bates, G. P., et al. (2006). Metabolic characterization of the R6/2 transgenic mouse model of Huntington's disease by high-resolution MAS 1H NMR spectroscopy. Journal of Proteome Research,5, 483–492.
Verwaest, K. A., Vu, T. N., Laukens, K., Clemens, L. E., Nguyen, H. P., Van Gasse, B., et al. (2011). (1)H NMR based metabolomics of CSF and blood serum: A metabolic profile for a transgenic rat model of Huntington disease. Biochimica et Biophysica Acta,1812, 1371–1379.
Wishart, D. S. (2008). Quantitative metabolomics using NMR. TrAC Trends in Analytical Chemistry,27, 228–237.
Zacharoff, L., Tkac, I., Song, Q., Tang, C., Bolan, P. J., Mangia, S., et al. (2012). Cortical metabolites as biomarkers in the R6/2 model of Huntington's disease. Journal of Cerebral Blood Flow & Metabolism,32, 502–514.
Funding
This work was supported by CIHR (MOP137094), by the Canada Foundation for Innovation (NIF21633) and by the Alberta Prion Research Institute.
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DW, BDS and ZLF conceived and designed the research. JY and GES collected the samples. GES performed western blot analysis. ZLF conducted the metabolite extraction, NMR experiments and analyzed the data with PC. ZLF wrote the manuscript with DW and BDS.
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The authors declare that there is no conflict of interest.
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All the care and use of animals followed the Canadian Council on Animal Care (CCAC) guidelines and the protocols were approved by the animal care use committee for Health Sciences Laboratory Animal Services at the University of Alberta. The protocol used is AUP00000357.
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Fu, ZL., Mercier, P., Eskandari-Sedighi, G. et al. Metabolomic study of disease progression in scrapie prion infected mice; validation of a novel method for brain metabolite extraction. Metabolomics 16, 72 (2020). https://doi.org/10.1007/s11306-020-01690-2
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DOI: https://doi.org/10.1007/s11306-020-01690-2