A Proteomic Approach to Biomarker Discovery in Prion Disease
A Proteomic Approach to Biomarker Discovery in Prion Disease
批准号:
7846704
负责人:
LINGJUN LI
金额:
$1.93万
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-06-05 至 2009-10-31
关键词:
AlgorithmsAnimal ModelAnimalsAntibodiesBioinformaticsBiological MarkersBody FluidsBovine Spongiform EncephalopathyCerebrospinal FluidChronic Wasting DiseaseClassificationControl GroupsCreutzfeldt-Jakob SyndromeDetectionDevelopmentDiagnosisDiagnosticDiagnostic TrialDiagnostic testsDiseaseDisease OutbreaksDisease ProgressionEarly DiagnosisFamilyFoodFormaldehydeHealthHumanImmunoassayIndividualInfectionLabelLifeMachine LearningMass Spectrum AnalysisMeasurementMethodsMusNeuraxisNeurodegenerative DisordersPathologyPredictive ValuePreparationPrion DiseasesPrionsProcessProteinsProteomeProteomicsRattusResearchSamplingScrapieScreening procedureSecureSensitivity and SpecificitySerumStagingTestingTherapeutic InterventionUnited KingdomUnited StatesVariantVascular blood supplybaseblindcandidate markercohortnervous system disordernew technologynovelpre-clinicalprotein aminoacid sequenceprotein profilingtandem mass spectrometrytool
中文摘要
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英文摘要
DESCRIPTION (provided by applicant): Transmissible spongiform encephalopathies (TSEs) are a unique family of neurodegenerative diseases of the central nervous system that are always fatal. Of the various forms of prion disease, those with the most impact upon human and animal health are Creutzfeldt-Jakob disease (CJD), bovine spongiform encephalopathy (BSE), scrapie and chronic wasting disease (CWD). The outbreaks of BSE and variant CJD (vCJD) in the United Kingdom and worldwide, including the United States, has prompted the need for rapid, reliable and inexpensive screening methods that detect TSE infection in humans and live animals. Current diagnostic tests for prion disease have, thus far, focused on detection of the causal agent of the disease, the abnormal prion protein, or individual proteins that correlate with the neurological disease. These tests are inadequate because they are post-mortem, low throughput and not sufficiently sensitive to detect infection early in the pre-clinical period. Clearly, there is an urgent need for the development of a reliable, sensitive, and specific ante-mortem diagnostic test for the pre-clinical identification of TSE-infected animals or individuals. Herein we propose the development of a new highly-sensitive mass spectrometry (MS)-based analytical platform in combination with a suite of bioinformatics tools to identify a panel of biomarkers of prion disease in body fluids collected from live animals infected with prion disease during the preclinical incubation period. The guiding hypotheses of the proposed research are: (1) The pathophysiological changes associated with prion infection will result in an altered protein profile of the cerebrospinal fluids (CSF) and/or serum proteome. (2) The combination of accurate mass measurements, isotopic labeling strategy for quantitative analyses, tandem mass spectrometry, and a suite of machine-learning algorithms will provide a unique and integrated platform to identify and characterize these diagnostic protein markers with unprecedented sensitivity and specificity. (3) Characterization of these diagnostic protein biomarkers will provide a basis for the development of an ante-mortem antibody-based screening test for prion diseases in suspected animals. To investigate these hypotheses, we propose the following specific aims: (1) To identify a panel of candidate biomarkers in the CSF and serum of animals infected with prion diseases using MS and classification algorithms. (2) To determine the identities of the candidate biomarkers by tandem MS and to obtain global quantitative changes of putative biomarkers via isotopic labeling. (3) To validate the biomarkers in blind diagnostic trials. Collectively, the proposed study will provide a basis for the development of a rapid and sensitive diagnosis of prion disease in an ante-mortem sample and it will also further our understanding of prion disease progression and pathology. This proposal explores a novel proteomic approach combining high sensitivity mass spectrometric profiling and sequencing with a set of bioinformatics tools to discover, identify, and quantify biomarkers that are indicative of prion infection. These putative biomarkers may also serve as targets for therapeutic intervention. Collectively, the proposed research will provide a basis for the development of a rapid and sensitive diagnosis of prion disease in an ante-mortem sample, enhancing our ability to secure food and blood supplies, and it will also further our understanding of prion disease progression and pathology.
期刊论文(1)
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会议论文
DOI:
--
发表时间:
2009
期刊:
International journal of clinical and experimental pathology
影响因子:
1.4
作者:
[Xin Wei;Lingjun Li]
通讯作者:
Xin Wei;Lingjun Li
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