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MicroRNA Alterations in a Tg501 Mouse Model of Prion Disease. Biomolecules 2020; 10:biom10060908. [PMID: 32549330 PMCID: PMC7355645 DOI: 10.3390/biom10060908] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/31/2020] [Accepted: 06/12/2020] [Indexed: 12/11/2022] Open
Abstract
MicroRNAs (miRNAs) may contribute to the development and pathology of many neurodegenerative diseases, including prion diseases. They are also promising biomarker candidates due to their stability in body fluids. We investigated miRNA alterations in a Tg501 mouse model of prion diseases that expresses a transgene encoding the goat prion protein (PRNP). Tg501 mice intracranially inoculated with mouse-adapted goat scrapie were compared with age-matched, mock inoculated controls in preclinical and clinical stages. Small RNA sequencing from the cervical spinal cord indicated that miR-223-3p, miR-151-3p, and miR-144-5p were dysregulated in scrapie-inoculated animals before the onset of symptoms. In clinical-stage animals, 23 significant miRNA alterations were found. These miRNAs were predicted to modify the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways including prion disease, extracellular matrix interactions, glutaminergic synapse, axon guidance, and transforming growth factor-beta signaling. MicroRNAs miR-146a-5p (up in cervical spinal cord) and miR-342-3p (down in cervical spinal cord, cerebellum and plasma), both indicated in neurodegenerative diseases earlier, were verified by quantitative real-time polymerase chain reaction (qRT-PCR). Minimal changes observed before the disease onset suggests that most miRNA alterations observed here are driven by advanced prion-associated pathology, possibly limiting their use as diagnostic markers. However, the results encourage further mechanistic studies on miRNA-regulated pathways involved in these neurodegenerative conditions.
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López-Pérez Ó, Bernal-Martín M, Hernaiz A, Llorens F, Betancor M, Otero A, Toivonen JM, Zaragoza P, Zerr I, Badiola JJ, Bolea R, Martín-Burriel I. BAMBI and CHGA in Prion Diseases: Neuropathological Assessment and Potential Role as Disease Biomarkers. Biomolecules 2020; 10:biom10050706. [PMID: 32370154 PMCID: PMC7277700 DOI: 10.3390/biom10050706] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 04/25/2020] [Accepted: 04/29/2020] [Indexed: 12/14/2022] Open
Abstract
Prion diseases affect both animals and humans. Research in the natural animal model of the disease could help in the understanding of neuropathological mechanisms and in the development of biomarkers for human pathologies. For this purpose, we studied the expression of 10 genes involved in prion propagation in vitro in the central nervous system of scrapie-infected sheep. Dysregulated genes (BAMBI and CHGA) were further analysed in a transgenic murine model (Tg338) of scrapie, and their protein distribution was determined using immunohistochemistry and Western blot. Their potential as biomarkers was finally assessed using enzyme-linked immunosorbent assay (ELISA) in cerebrospinal fluid (CSF) of scrapie sheep and Creutzfeldt-Jakob disease (CJD) patients. Protein BAMBI was upregulated in highly affected brain areas and CHGA was overexpressed along the brain in both models. Moreover, BAMBI and CHGA immunostaining scores strongly correlated with spongiosis and microgliosis in mice. Finally, levels of BAMBI were significantly higher in the CSF of clinical sheep and CJD patients. In addition to their potential as biomarkers, our work confirms the role of BAMBI and CHGA in prion neuropathology in vivo, but besides prion replication, they seem to be involved in the characteristic neuroinflammatory response associated to prion infection.
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Affiliation(s)
- Óscar López-Pérez
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Institute Carlos III, 28029 Madrid, Spain;
- Instituto de Investigación Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, 08908 Barcelona, Spain
| | - Marcos Bernal-Martín
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
| | - Adelaida Hernaiz
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
| | - Franc Llorens
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Institute Carlos III, 28029 Madrid, Spain;
- Instituto de Investigación Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, 08908 Barcelona, Spain
- Department of Neurology, Clinical Dementia Center and National Reference Center for CJD Surveillance, University Medical School, 37075 Göttingen, Germany;
| | - Marina Betancor
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
| | - Alicia Otero
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
- Department of Biological Sciences, Centre for Prions and Protein Folding Diseases, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Janne Markus Toivonen
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Institute Carlos III, 28029 Madrid, Spain;
| | - Pilar Zaragoza
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
| | - Inga Zerr
- Department of Neurology, Clinical Dementia Center and National Reference Center for CJD Surveillance, University Medical School, 37075 Göttingen, Germany;
| | - Juan José Badiola
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
| | - Rosa Bolea
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
| | - Inmaculada Martín-Burriel
- Laboratorio de Genética Bioquímica (LAGENBIO), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (Ó.L.-P.); (M.B.-M.); (A.H.); (J.M.T.); (P.Z.)
- Centro de Encefalopatías y Enfermedades Transmisibles Emergentes (CEETE), Universidad de Zaragoza, Instituto Agroalimentario de Aragón-IA2, Instituto de Investigación Sanitaria Aragón-IISA, 50013 Zaragoza, Spain; (M.B.); (A.O.); (J.J.B.); (R.B.)
- Centro de Investigación Biomédica en Red de Enfermedades Neurodegenerativas (CIBERNED), Institute Carlos III, 28029 Madrid, Spain;
- Correspondence: ; Tel.: +34-653-638-749
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Franco-Martínez L, Martínez-Subiela S, Cerón JJ, Tecles F, Eckersall PD, Oravcova K, Tvarijonaviciute A. Biomarkers of health and welfare: A One Health perspective from the laboratory side. Res Vet Sci 2019; 128:299-307. [PMID: 31869596 DOI: 10.1016/j.rvsc.2019.12.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 11/22/2019] [Accepted: 12/10/2019] [Indexed: 10/25/2022]
Abstract
A biomarker is any measurement reflecting an interaction between a biological system and a potential hazard, which may be chemical, physical, or biological. The One World, One Health concept established that human and animal health and the environmental state are highly interconnected, sharing common aspects that can be applied globally in these three components. In this paper, we review how the concept of One Health can be applied to biomarkers of health and welfare, with a special focus on five points that can be applied to any biomarker when it is expected to be used to evaluate the human, animal or environmental health. Three of these points are: (1) the different biomarkers that can be used, (2) the different sample types where the biomarkers can be analysed, and (3) the main methods that can be used for their measurement. In addition, we will evaluate two key points needed for adequate use of a biomarker in any situation: (4) a proper analytical validation in the sample that it is going to be used, and (5) a correct selection of the biomarker. It is expected that this knowledge will help to have a broader idea about the use of biomarkers of health and welfare and also will contribute to a better and more accurate use of these biomarkers having in mind their One Health perspective.
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Affiliation(s)
- Lorena Franco-Martínez
- Interdisciplinary Laboratory of Clinical Analysis (Interlab-UMU), Veterinary School, Campus of Excellence Mare Nostrum, University of Murcia, Espinardo, 30100 Murcia, Spain.
| | - Silvia Martínez-Subiela
- Interdisciplinary Laboratory of Clinical Analysis (Interlab-UMU), Veterinary School, Campus of Excellence Mare Nostrum, University of Murcia, Espinardo, 30100 Murcia, Spain.
| | - José Joaquín Cerón
- Interdisciplinary Laboratory of Clinical Analysis (Interlab-UMU), Veterinary School, Campus of Excellence Mare Nostrum, University of Murcia, Espinardo, 30100 Murcia, Spain.
| | - Fernando Tecles
- Interdisciplinary Laboratory of Clinical Analysis (Interlab-UMU), Veterinary School, Campus of Excellence Mare Nostrum, University of Murcia, Espinardo, 30100 Murcia, Spain.
| | - Peter David Eckersall
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Bearsden Rd, Glasgow G61 1QH, UK.
| | - Katarina Oravcova
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Bearsden Rd, Glasgow G61 1QH, UK.
| | - Asta Tvarijonaviciute
- Interdisciplinary Laboratory of Clinical Analysis (Interlab-UMU), Veterinary School, Campus of Excellence Mare Nostrum, University of Murcia, Espinardo, 30100 Murcia, Spain.
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Smith SB. CELL BIOLOGY SYMPOSIUM: Practical application of the basic aspects of GLUT4 membrane trafficking and insulin signaling on issues related to animal agriculture. J Anim Sci 2017; 95:2185-2197. [PMID: 28726994 DOI: 10.2527/jas.2016.0984] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
Because of the relatively short lifespans of beef cattle, membrane trafficking in relation to inflammation is not considered important unless it overtly affects productivity. However, glucose uptake and utilization is important for adipose tissue development in beef cattle, and increasing glucose utilization in intramuscular adipose tissue can increase carcass quality. Research from the 1980s demonstrated a lack of insulin sensitivity in isolated bovine adipocytes and adipose tissue explants incubated in vitro. Insulin did not stimulate glucose or acetate incorporation into fatty acids, nor did it increase concentrations of glycolytic intermediates in bovine adipose tissue incubated with exogenous glucose. Specific binding of [I] iodoinsulin and insulin degradation in bovine isolated adipocytes was low to non-detectable. These early studies indicated that insulin-dependent receptor-mediated signaling was less important in bovine adipose tissue than in adipose tissues of humans, swine, or laboratory species. More recent research demonstrated that glucose transporter protein 4 (GLUT4) expression in muscle and adipose tissue declines markedly after birth in calves, indicating the development of insulin resistance as cattle transition from suckling to functional ruminants. Insulin resistance is important in dairy cattle, causing ketosis and fatty liver. Consistent with this, subcutaneous adipose tissue expression decreases 50% following parturition in dairy cattle, although expression of genes associated with insulin responsiveness (, , and ) is up-regulated by 21 d postpartum. Understanding the underlying mechanisms of insulin resistance in beef and dairy cattle would increase animal health and thereby improve productivity.
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Abstract
Prion diseases are unique neurodegenerative pathologies that can occur with sporadic, genetic, and acquired etiologies. Human and animal prion diseases can be recapitulated in laboratory animals with good reproducibility providing highly controlled models for studying molecular mechanisms of neurodegeneration. In this chapter the overall area of omics research in prion diseases is described. The term omics includes all fields of studies that employ a comprehensive, unbiased, and high-throughput approach to areas of research such as functional genomics, transcriptomics, and proteomics. These kind of approaches can be extremely helpful in identifying disease susceptibility factors and pathways that are dysregulated upon the onset and the progression of the disease. Herein, the most important research about the various forms of prion pathologies in human and in models of prion diseases in animals is presented and discussed.
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Trovato A, Panelli S, Strozzi F, Cambulli C, Barbieri I, Martinelli N, Lombardi G, Capoferri R, Williams JL. Expression of genes involved in the T cell signalling pathway in circulating immune cells of cattle 24 months following oral challenge with Bovine Amyloidotic Spongiform Encephalopathy (BASE). BMC Vet Res 2015; 11:105. [PMID: 25956229 PMCID: PMC4424883 DOI: 10.1186/s12917-015-0412-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2014] [Accepted: 04/16/2015] [Indexed: 11/19/2022] Open
Abstract
Background Bovine Amyloidotic Spongiform Encephalopathy (BASE) is a variant of classical BSE that affects cows and can be transmitted to primates and mice. BASE is biochemically different from BSE and shares some molecular and histo-pathological features with the MV2 sub-type of human sporadic Creutzfeld Jakob Disease (sCJD). Results The present work examined the effects of BASE on gene expression in circulating immune cells. Ontology analysis of genes differentially expressed between cattle orally challenged with brain homogenate from cattle following intracranial inoculation with BASE and control cattle identified three main pathways which were affected. Within the immune function pathway, the most affected genes were related to the T cell receptor-mediated T cell activation pathways. The differential expression of these genes in BASE challenged animals at 10,12 and 24 months following challenge, vs unchallenged controls, was investigated by real time PCR. Conclusions The results of this study show that the effects of prion diseases are not limited to the CNS, but involve the immune system and particularly T cell signalling during the early stage following challenge, before the appearance of clinical signs.
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Affiliation(s)
- Andrea Trovato
- Parco Tecnologico Padano, via Einstein, Lodi, 26900, Italy.
| | - Simona Panelli
- Istituto Sperimentale Italiano Lazzaro Spallanzani, Loc. La Quercia, 26027, Rivolta d'Adda, Italy.
| | | | - Caterina Cambulli
- Istituto Sperimentale Italiano Lazzaro Spallanzani, Loc. La Quercia, 26027, Rivolta d'Adda, Italy.
| | - Ilaria Barbieri
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, via Bianchi 9, 25124, Brescia, Italy.
| | - Nicola Martinelli
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, via Bianchi 9, 25124, Brescia, Italy.
| | - Guerino Lombardi
- Istituto Zooprofilattico Sperimentale della Lombardia e dell'Emilia Romagna, via Bianchi 9, 25124, Brescia, Italy.
| | - Rossana Capoferri
- Istituto Sperimentale Italiano Lazzaro Spallanzani, Loc. La Quercia, 26027, Rivolta d'Adda, Italy.
| | - John L Williams
- Parco Tecnologico Padano, via Einstein, Lodi, 26900, Italy. .,Present address: School of Animal and Veterinary Sciences, University of Adelaide, Roseworthy, SA, 5371, Australia.
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Gossner AG, Hopkins J. Transcriptome analysis of CNS immediately before and after the detection of PrP(Sc) in SSBP/1 sheep scrapie. Vet Microbiol 2014; 173:201-7. [PMID: 25183238 PMCID: PMC4206282 DOI: 10.1016/j.vetmic.2014.07.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2014] [Revised: 07/25/2014] [Accepted: 07/27/2014] [Indexed: 11/18/2022]
Abstract
Arrays and DGE-tags quantified gene expression in the CNS during sheep scrapie. Neurological receptors were increased with disease progression. Clues to basis of psychiatric changes. Step changes to gene expression after the detection of PrPSc in CNS.
Sheep scrapie is a transmissible spongiform encephalopathy (TSE), progressive and fatal neurodegenerative diseases of the central nervous system (CNS) linked to the accumulation of misfolded prion protein, PrPSc. New Zealand Cheviot sheep, homozygous for the VRQ genotype of the PRNP gene are most susceptible with an incubation period of 193 days with SSBP/1 scrapie. However, the earliest time point that PrPSc can be detected in the CNS is 125 days (D125). The aim of this study was to quantify changes to the transcriptome of the thalamus and obex (medulla) at times immediately before (D75) and after (D125) PrPSc was detected. Affymetrix gene arrays were used to quantify gene expression in the thalamus and Illumina DGE-tag profiling for obex. Ingenuity Pathway Analysis was used to help describe the biological processes of scrapie pathology. Neurological disease and Cancer were common Bio Functions in each tissue at D75; inflammation and cell death were major processes at D125. Several neurological receptors were significantly increased at D75 (e.g. CHRNA6, GRM1, HCN2), which might be clues to the molecular basis of psychiatric changes associated with TSEs. No genes were significantly differentially expressed at both D75 and D125 and there was no progression of events from earlier to later time points. This implies that there is no simple linear progression of pathological or molecular events. There seems to be a step-change between D75 and D125, correlating with the detection of PrPSc, resulting in the involvement of different pathological processes in later TSE disease.
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Affiliation(s)
- Anton G Gossner
- The Roslin Institute & R(D)SVS, University of Edinburgh, Easter Bush, Midlothian, Edinburgh EH25 9RG, UK
| | - John Hopkins
- The Roslin Institute & R(D)SVS, University of Edinburgh, Easter Bush, Midlothian, Edinburgh EH25 9RG, UK.
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Barbisin M, Vanni S, Schmädicke AC, Montag J, Motzkus D, Opitz L, Salinas-Riester G, Legname G. Gene expression profiling of brains from bovine spongiform encephalopathy (BSE)-infected cynomolgus macaques. BMC Genomics 2014; 15:434. [PMID: 24898206 PMCID: PMC4061447 DOI: 10.1186/1471-2164-15-434] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Accepted: 05/07/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Prion diseases are fatal neurodegenerative disorders whose pathogenesis mechanisms are not fully understood. In this context, the analysis of gene expression alterations occurring in prion-infected animals represents a powerful tool that may contribute to unravel the molecular basis of prion diseases and therefore discover novel potential targets for diagnosis and therapeutics. Here we present the first large-scale transcriptional profiling of brains from BSE-infected cynomolgus macaques, which are an excellent model for human prion disorders. RESULTS The study was conducted using the GeneChip® Rhesus Macaque Genome Array and revealed 300 transcripts with expression changes greater than twofold. Among these, the bioinformatics analysis identified 86 genes with known functions, most of which are involved in cellular development, cell death and survival, lipid homeostasis, and acute phase response signaling. RT-qPCR was performed on selected gene transcripts in order to validate the differential expression in infected animals versus controls. The results obtained with the microarray technology were confirmed and a gene signature was identified. In brief, HBB and HBA2 were down-regulated in infected macaques, whereas TTR, APOC1 and SERPINA3 were up-regulated. CONCLUSIONS Some genes involved in oxygen or lipid transport and in innate immunity were found to be dysregulated in prion infected macaques. These genes are known to be involved in other neurodegenerative disorders such as Alzheimer's and Parkinson's diseases. Our results may facilitate the identification of potential disease biomarkers for many neurodegenerative diseases.
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Affiliation(s)
| | | | | | | | | | | | | | - Giuseppe Legname
- Department of Neuroscience, Scuola Internazionale Superiore di Studi Avanzati (SISSA), Via Bonomea 265, 34136 Trieste, Italy.
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Basu U, Guan LL, Moore SS. Functional genomics approach for identification of molecular processes underlying neurodegenerative disorders in prion diseases. Curr Genomics 2013; 13:369-78. [PMID: 23372423 PMCID: PMC3401894 DOI: 10.2174/138920212801619223] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Revised: 05/30/2012] [Accepted: 05/30/2012] [Indexed: 12/11/2022] Open
Abstract
Prion diseases or transmissible spongiform encephalopathies (TSEs) are infectious neurodegenerative disorders leading to death. These include Cresutzfeldt-Jakob disease (CJD), familial, sporadic and variant CJD and kuru in humans; and animal TSEs include scrapie in sheep, bovine spongiform encephalopathy (BSE) in cattle, chronic wasting disease (CWD) of mule deer and elk, and transmissible mink encephalopathy. All these TSEs share common pathological features such as accumulation of mis-folded prion proteins in the central nervous system leading to cellular dysfunction and cell death. It is important to characterize the molecular pathways and events leading to prion induced neurodegeneration. Here we discuss the impact of the functional genomics approaches including microarrays, subtractive hybridization and microRNA profiling in elucidating transcriptional cascades at different stages of disease. Many of these transcriptional changes have been observed in multiple neurodegenerative diseases which may aid in identification of biomarkers for disease. A comprehensive characterization of expression profiles implicated in neurodegenerative disorders will undoubtedly advance our understanding on neuropathology and dysfunction during prion disease and other neurodegenerative disorders. We also present an outlook on the future work which may focus on analysis of structural genetic variation, genome and transcriptome sequencing using next generation sequencing with an integrated approach on animal and human TSE related studies.
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Affiliation(s)
- Urmila Basu
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada T6G 2P5
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Basu U, Almeida LM, Dudas S, Graham CE, Czub S, Moore SS, Guan LL. Gene expression alterations in Rocky Mountain elk infected with chronic wasting disease. Prion 2012; 6:282-301. [PMID: 22561165 DOI: 10.4161/pri.19915] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Chronic wasting disease (CWD) is an invariably fatal neurologic disease that naturally infects mule deer, white tailed deer and elk. The understanding of CWD neurodegeneration at a molecular level is very limited. In this study, microarray analysis was performed to determine changes in the gene expression profiles in six different tissues including brain, midbrain, thalamus, spleen, RPLN and tonsil of CWD-infected elk in comparison to non-infected healthy elk, using 24,000 bovine specific oligo probes. In total, 329 genes were found to be differentially expressed (> 2.0-fold) between CWD negative and positive brain tissues, with 132 genes upregulated and 197 genes downregulated. There were 249 DE genes in the spleen (168 up- and 81 downregulated), 30 DE genes in the retropharyngeal lymph node (RPLN) (18 up- and 12 downregulated), and 55 DE genes in the tonsil (21 up- and 34 downregulated). Using Gene Ontology (GO), the DE genes were assigned to functional groups associated with cellular process, biological regulation, metabolic process, and regulation of biological process. For all brain tissues, the highest ranking networks for DE genes identified by Ingenuity Pathway Analysis (IPA) were associated with neurological disease, cell morphology, cellular assembly and organization. Quantitative real-time PCR (qRT-PCR) validated the expression of DE genes primarily involved in different regulatory pathways, including neuronal signaling and synapse function, calcium signaling, apoptosis and cell death and immune cell trafficking and inflammatory response. This is the first study to evaluate altered gene expression in multiple organs including brain from orally infected elk and the results will improve our understanding of CWD neurodegeneration at the molecular level.
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Affiliation(s)
- Urmila Basu
- Department of Agricultural, Food & Nutritional Science, University of Alberta, Edmonton, AB, Canada
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Tortosa R, Castells X, Vidal E, Costa C, Ruiz de Villa MDC, Sánchez A, Barceló A, Torres JM, Pumarola M, Ariño J. Central nervous system gene expression changes in a transgenic mouse model for bovine spongiform encephalopathy. Vet Res 2011; 42:109. [PMID: 22035425 PMCID: PMC3225326 DOI: 10.1186/1297-9716-42-109] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2011] [Accepted: 10/28/2011] [Indexed: 12/04/2022] Open
Abstract
Gene expression analysis has proven to be a very useful tool to gain knowledge of the factors involved in the pathogenesis of diseases, particularly in the initial or preclinical stages. With the aim of finding new data on the events occurring in the Central Nervous System in animals affected with Bovine Spongiform Encephalopathy, a comprehensive genome wide gene expression study was conducted at different time points of the disease on mice genetically modified to model the bovine species brain in terms of cellular prion protein. An accurate analysis of the information generated by microarray technique was the key point to assess the biological relevance of the data obtained in terms of Transmissible Spongiform Encephalopathy pathogenesis. Validation of the microarray technique was achieved by RT-PCR confirming the RNA change and immunohistochemistry techniques that verified that expression changes were translated into variable levels of protein for selected genes. Our study reveals changes in the expression of genes, some of them not previously associated with prion diseases, at early stages of the disease previous to the detection of the pathological prion protein, that might have a role in neuronal degeneration and several transcriptional changes showing an important imbalance in the Central Nervous System homeostasis in advanced stages of the disease. Genes whose expression is altered at early stages of the disease should be considered as possible therapeutic targets and potential disease markers in preclinical diagnostic tool development. Genes non-previously related to prion diseases should be taken into consideration for further investigations.
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Affiliation(s)
- Raül Tortosa
- Departament de Medicina i Cirurgia Animals, Universitat Autònoma de Barcelona, 08193, Cerdanyola del Vallès, Barcelona, Spain.
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Syed M, Nourizadeh-Lillabadi R, Press CM, Alestrøm P. Prion protein function and the disturbance of early embryonic development in zebrafish. Prion 2011; 5:88-92. [PMID: 21628994 DOI: 10.4161/pri.5.2.16093] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Transmissible Spongiform Encephalopathies (TSE) or prion diseases are a threat to food safety and to human and animal health. The molecular mechanisms responsible for prion diseases share similarities with a wider group of neurodegenerative disorders including Alzheimer disease and Parkinson disease and the central pathological event is a disturbance of protein folding of a normal cellular protein that is eventually accompanied by neuronal cell death and the death of the host. Prion protein (PrP) is a constituent of most normal mammalian cells and its presence is essential in the pathogenesis of TSE. However, the function of this normal cellular protein remains unclear. The prevention of PRNP gene expression in mammalian species has been undramatic, implying a functional redundancy. Yet PrP is conserved from mammals to fish. Recent studies of PrP in zebrafish have yielded novel findings showing that PrP has essential roles in early embryonic development. The amenability of zebrafish to global technologies has generated data indicating the existence of "anchorless" splice variants of PrP in the early embryo. This paper will discuss the possibility that the experimentalist's view of PrP functions might be clearer at a greater phylogenetic distance.
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Affiliation(s)
- Mohasina Syed
- Department of Basic Sciences and Aquatic Medicine, Norwegian School of Veterinary Science, Oslo, Norway.
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Basu U, Almeida L, Olson NE, Meng Y, Williams JL, Moore SS, Guan LL. Transcriptome analysis of the medulla tissue from cattle in response to bovine spongiform encephalopathy using digital gene expression tag profiling. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART A 2011; 74:127-137. [PMID: 21218341 DOI: 10.1080/15287394.2011.529062] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Bovine spongiform encephalopathy (BSE) is a transmissible, fatal neurodegenerative disorder of cattle produced by prions. The use of excessive parallel sequencing for comparison of gene expression in bovine control and infected tissues may help to elucidate the molecular mechanisms associated with this disease. In this study, tag profiling Solexa sequencing was used for transcriptome analysis of bovine brain tissues. Replicate libraries were prepared from mRNA isolated from control and infected (challenged with 100 g of BSE-infected brain) medulla tissues 45 mo after infection. For each library, 5-6 million sequence reads were generated and approximately 67-70% of the reads were mapped against the Bovine Genome database to approximately 13,700-14,120 transcripts (each having at least one read). About 42-47% of the total reads mapped uniquely. Using the GeneSifter software package, 190 differentially expressed (DE) genes were identified (>2.0-fold change, p < .01): 73 upregulated and 117 downregulated. Seventy-nine DE genes had functions described in the Gene Ontology (GO) database and 16 DE genes were involved in 38 different pathways described in the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. Digital analysis expression by tag profiling may be a powerful approach to comprehensive transcriptome analysis to identify changes associated with disease progression, leading to a better understanding of the underlying mechanism of pathogenesis of BSE.
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Affiliation(s)
- Urmila Basu
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, Alberta, Canada
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