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Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment

Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment
阿尔茨海默病的早期生物标志物:使用语音标志物检测轻度认知障碍
批准号:
10457426
负责人:
Marziye Eshghi
金额:
$19.88万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-08-01 至 2026-07-31
关键词:
3-DimensionalAcousticsAdultAffectAgeAge-associated memory impairmentAgingAllelesAlzheimer&aposs DiseaseAlzheimer&aposs disease diagnosisAlzheimer&aposs disease pathologyAlzheimer&aposs disease riskAlzheimer’s disease biomarkerAmyotrophic Lateral SclerosisAnatomyApolipoprotein EBiological MarkersBrainBrain regionClinicalClinical TrialsClinical assessmentsCognitionCognitiveCohort StudiesComplexDataDementiaDetectionDiagnosisDiagnosticEarly InterventionEarly treatmentElderlyElectromagneticsEvaluationFrequenciesFunctional disorderFutureGenesGenetic Predisposition to DiseaseGenotypeGoalsGoldHealthcare IndustryHumanImpaired cognitionInterventionLearningLiquid substanceMagnetic Resonance ImagingMeasurableMeasurementMeasuresMediatingMentored Patient-Oriented Research Career Development AwardMotorMovementNeurobehavioral ManifestationsNeurodegenerative DisordersNeuropsychological TestsNeuropsychologyOnset of illnessPatientsPerformancePrimary Progressive AphasiaProcessProductionResearchRestRiskSamplingSensorySex EducationSignal TransductionSpeechSpeech AcousticsStructureTechniquesTechnologyTestingTimeTrail Making TestTreatment EfficacyUncertaintyage effectage relatedbaseblood oxygen level dependentbrain tissueclinical diagnosiscognitive abilitycognitive changecognitive controlcognitive functioncognitive loadcognitive processcognitive skillcohortcost effectivecost efficientdetectordiagnostic strategydisease prognosisearly detection biomarkersfunctional MRI scanimaging biomarkerimprovedindexinginnovationinsightkinematicsmechanical propertiesmild cognitive impairmentmotor behaviormotor controlneural correlateneurobiological mechanismneuroimagingnormal agingphysical propertypre-clinicalresearch clinical testingtraining opportunitytreatment planning

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PROJECT SUMMARY Detecting early signs of Alzheimer’s Disease (AD) and mild cognitive impairment (MCI) during the prodromal stage of AD is becoming increasingly important for cost-effective clinical trials, developing targeted intervention strategies, and gaining maximum benefit from currently available treatment plans. However, because of substantial differences in the manifestation of cognitive impairment, preclinical cognitive changes are not discernible from age-related cognitive decline. Although a combined approach of using neuropsychological, fluid, and imaging biomarkers has relatively improved the timely diagnosis of AD, measurement of these biomarkers is expensive and highly technology-dependent, making these techniques impractical for use in many older adults across different settings. In addition, assessment of cognitive functions through the use of neuropsychological batteries remains the gold-standard in clinical trials and evaluation of intervention efficacy. Thus, it is critical to identify early detectors that are 1) sensitive to pathologies of AD, 2) strongly predictive of future change in cognition, and 3) accessible and feasible across diverse settings. Based on our recent findings, which have identified measures of speech motor control as a powerful aid in indexing early stages of neurodegenerative diseases such as amyotrophic lateral sclerosis and primary progressive aphasia, we propose assessment of speech markers as an alternative or complementary and ecologically valid strategy for identifying adults at risk of developing cognitive impairment due to AD. Speech production is one of humans’ most complex motor behaviors, as it relies on tight integration of cognition, sensory, and motor processes which are all subject to change with advancing age. We hypothesize that the rate of age-related changes in speech motor control of adults can be influenced by genetic susceptibility to develop AD. In addition, we hypothesize that measures of speech elicited during cognitively-demanding speech tasks can differentiate carriers of APOE ε4 (i.e., the major gene known to increase AD risk) from noncarriers and that baseline speech acoustic and kinematic measures can predict later cognitive decline. The proposed research will innovatively use acoustics and articulatory kinematics in combination with neuroimaging to pursue three Aims. In Aim 1, we will determine the effect of aging on speech motor control of adults with APOE ε4 positive (ε4+) and APOE ε4 negative (ε4-) genotypes matched in sex and education. In Aim 2, we will identify the brain structural and resting-state functional bases for age- related changes in speech measures of adults with ε4+ and ε4- genotypes. Finally, in Aim 3, we will determine 1) whether baseline speech acoustic/ kinematic measures predict cognitive change over two years, as quantified by Hopkins Learning Test-Revised (HVLT-R) and Trail Making Test (TMT) scores; and 2) if speech and cognitive changes are mediated through alterations in brain structure and function. The findings of this study will provide critical information about measures of speech motor control that can be efficiently incorporated into neuropsychological testing to optimize the clinical assessment of AD.
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Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment
Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment
Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment
Early Biomarkers of Alzheimer's Disease: Using Speech Markers to Detect Mild Cognitive Impairment
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