Elucidating factors affecting blood levels of tau and GFAP in adults at risk for neurodegeneration
Elucidating factors affecting blood levels of tau and GFAP in adults at risk for neurodegeneration
批准号:
10711773
负责人:
Christopher T. CAMPBELL
金额:
$33.23万
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-01-01 至 2024-12-31
关键词:
AdultAdvanced DevelopmentAffectAgeAlgorithmic AnalysisAlgorithmsAlzheimer disease screeningAlzheimer&aposs DiseaseAlzheimer&aposs disease diagnosticAlzheimer&aposs disease patientAlzheimer&aposs disease related dementiaAlzheimer’s disease biomarkerBiologicalBiological AssayBiological MarkersBloodBlood TestsClinicalClinical Drug DevelopmentClinical TrialsCognitiveCollaborationsCommunitiesComplexComputerized Medical RecordConfidential InformationDataDiagnosisDiagnosticEthnic OriginEvaluationGenderGenetic DiseasesGlial Fibrillary Acidic ProteinGoalsGovernmentHealthcare SystemsImpaired cognitionIndividualKidney FailureLinear RegressionsLinkMedicalMedical HistoryMedical RecordsMethodologyModelingMorphologic artifactsMotivationNational Institute on AgingNerve DegenerationNeurologicNormal Statistical DistributionPatientsPersonsPharmaceutical PreparationsPhysiological ProcessesPlasmaPopulationProcessPrognosisProtocols documentationResearchRiskSamplingSpecimenStatistical Data InterpretationStatistical DistributionsTest ResultTestingValidationVariantage effectbiobankdiagnostic algorithmearly screeningethnic diversityindividual patientinsightlarge datasetsmathematical modelpopulation basedpre-clinicalprognostic algorithmprospectivetau Proteinstool
中文摘要
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英文摘要
In this supplemental project, we will gain insights into tau and GFAP as biomarkers for
Alzheimer’s disease (AD) and related dementias (ADRDs) by leveraging ultrasensitive blood
assays. Ultrasensitive blood tests are emerging as valuable tools to achieve several milestones
set by the National Institute on Aging to advance urgently needed treatments for AD and ADRD.
While multiple biomarkers show differences in median levels between AD patients versus
controls, no single biomarker thus far can reliably diagnose or prognose individual patients.
Clinical interpretation of individual tests remains complicated due to overlap between AD and
non-AD groups. A biofluid signature for AD, which uses an algorithm to analyze data for
multiple biomarkers, promises to significantly advance ultrasensitive blood tests as translatable
biomarkers for diagnosis and prognosis. Here, a collaboration between Meso Scale
Diagnostics, LLC. (MSD) and Kaiser Permanente will analyze specimens from the Kaiser-
Permanente Research Biobank to study determinants and statistical distribution of tau and
GFAP in a community-based population typical of the intended population for AD screening.
These insights are critical to developing diagnostic algorithms for ethnically diverse, mixed-
gender populations that span a large age range. In particular, we will determine complex cut-
points for biomarkers influenced by age, gender, and ethnicity. We will develop and assess a
mathematical model for biomarker distributions that can be incorporated into diagnostic and
prognostic algorithms. Finally, we will explore root causes for unusually elevated plasma levels
of tau and GFAP among individuals without cognitive complaints, which pose a significant
challenge for interpreting biomarker concentrations.
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