Exploring Cognitive Aging Using Reference Ability Neural Networks
Exploring Cognitive Aging Using Reference Ability Neural Networks
批准号:
10645084
负责人:
Christian Georg Habeck
金额:
$243.43万
依托单位国家:
美国
项目类别:
财政年份:
2011
资助国家:
美国
项目状态:
未结题
起止时间:
2011-09-01 至 2026-06-30
关键词:
AddressAdultAgeAgingAlzheimer&aposs DiseaseAlzheimer&aposs disease riskAmyloidAppearanceAtrophicBehaviorBehavioralBrainClinicalCognitionCognitiveCognitive agingCore-Binding FactorDataDementiaDepositionDisparateEducationElderlyEpisodic memoryEvaluationFunctional ImagingFunctional Magnetic Resonance ImagingFundingGaitGeneticGoalsGrantHealthImageIncidenceIndividualIntelligenceLifeLiquid substanceLongevityLongitudinal StudiesMagnetic Resonance ImagingMeasuresMediatingMediatorMethodsModelingMultimodal ImagingNatureOutcomeParticipantPathologyPatternPerformancePersonalityPersonsPhasePhenotypePositron-Emission TomographyProcessProductivityQuality of lifeResearchResearch PersonnelResourcesRestSeriesSocietiesSpeedStatistical Data InterpretationStructureTestingThickTimeVocabularyWhite Matter Hyperintensityage differenceage effectage relatedagedbasebehavior changebrain volumecognitive changecognitive functioncognitive performancecognitive reservecognitive taskcognitive testingcohortdementia riskfollow-upgray matterhuman old age (65+)imaging approachinsightmild cognitive impairmentneuralneural correlateneural networkneuroimagingpolygenic risk scorepre-clinicalpredictive modelingprognosticprogramssexsocialstructural imagingtau Proteinswhite matter
中文摘要
项目总结:
英文摘要
PROJECT SUMMARY:
This study focus on the optimal functional and structural imaging characterization of the cognitive aging and
preclinical Alzheimer's disease (AD). It has been repeatedly demonstrated that performance across the age
span on large batteries of diverse cognitive tests can be parsimoniously represented by a set of four reference
abilities: episodic memory, perceptual speed, fluid ability, and vocabulary. In contrast, neuroimaging
researchers typically evaluate age differences in neural activation associated with the performance of a single
specific task that may or may not be fully representative of these reference abilities. Successful identification of
these "reference ability neural networks" may lead to a paradigm shift in research on the neural bases of age
differences in cognition by focusing on the broad and replicable aspects common to several tasks rather than
the possibly idiosyncratic features of individual tasks. We have identified the latent brain networks associated
with each of the four reference abilities across adulthood. While undergoing functional imaging, we tested large
group of healthy adults aged 20 to 80 with a series of 12 cognitive tasks that represent the four reference
abilities (3 per construct). Using unique expertise in spatial covariance and other analyses of the fMRI imaging
data, we have derived 4 latent spatial, brain-wide fMRI networks that are associated with the latent cognitive
structure of the reference abilities across adulthood. We are presently following up this group at 5 years and
beginning to delineate how expression of these networks changes with aging and with the onset of mild
cognitive impairment and AD. We use multimodal imaging to evaluate potential mediators of age and
dementia-related differences in the utilization of the networks. These include change in brain volume, cortical
thickness, white matter hyperintensity burden; integrity of white matter tracts; resting CBF; and resting BOLD
networks. Importantly, we use PET to assess amyloid and tau burden. We now propose to extend the follow up
of this important cohort to 10 years. The proposed study develops a completely new imaging approach to the
study of cognitive aging and preclinical AD and is also unique in its age span. It has the potential to provide key
insights into the nature and causes of the neural changes that underlie cognitive aging and to more accurately
describe the preclinical phase of AD.
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DOI:
10.3389/fpsyg.2022.852995
发表时间:
2022
期刊:
FRONTIERS IN PSYCHOLOGY
影响因子:
3.8
作者:
[Habeck, Christian, Gazes, Yunglin, Stern, Yaakov]
通讯作者:
Stern, Yaakov
DOI:
10.3389/fnagi.2022.956744
发表时间:
2022
期刊:
Frontiers in aging neuroscience
影响因子:
4.8
作者:
[]
通讯作者:
DOI:
10.3390/genes13010063
发表时间:
2021-12-27
期刊:
Genes
影响因子:
3.5
作者:
[Tsapanou A, Mourtzi N, Charisis S, Hatzimanolis A, Ntanasi E, Kosmidis MH, Yannakoulia M, Hadjigeorgiou G, Dardiotis E, Sakka P, Stern Y, Scarmeas N]
通讯作者:
Scarmeas N
DOI:
10.1002/brb3.1954
发表时间:
2021-01
期刊:
Brain and behavior
影响因子:
3.1
作者:
[Varangis E, Habeck CG, Stern Y]
通讯作者:
Stern Y
DOI:
10.1371/journal.pone.0249947
发表时间:
2021
期刊:
PloS one
影响因子:
3.7
作者:
[Habeck C, Razlighi Q, Stern Y]
通讯作者:
Stern Y
共 7 条
Exploring Cognitive Aging Using Refernce Ability Neural Networks
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批准号:9177188
-
项目类别:
-
资助金额:$718.04万
-
财政年份:2011
-
负责人:Christian Georg Habeck
-
依托单位:
Exploring Cognitive Aging Using Reference Ability Neural Networks
-
批准号:10470092
-
项目类别:
-
资助金额:$245.19万
-
财政年份:2011
-
负责人:Christian Georg Habeck
-
依托单位:
Early AD Detection with ASL MRI & Covariance Analysis
-
批准号:7491027
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项目类别:
-
资助金额:$32.34万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Early AD Detection with ASL MRI & Covariance Analysis
-
批准号:7144095
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项目类别:
-
资助金额:$32.65万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Multivariate approaches to neuroimaging analysis
-
批准号:7197143
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项目类别:
-
资助金额:$29.02万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Multivariate approaches to neuroimaging analysis
-
批准号:7564716
-
项目类别:
-
资助金额:$28.4万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Multivariate approaches to neuroimaging analysis
-
批准号:7383849
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项目类别:
-
资助金额:$28.4万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Early AD Detection with ASL MRI & Covariance Analysis
-
批准号:8092768
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项目类别:
-
资助金额:$30.78万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Early AD Detection with ASL MRI & Covariance Analysis
-
批准号:7632173
-
项目类别:
-
资助金额:$31.9万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
Early AD Detection with ASL MRI & Covariance Analysis
-
批准号:7874469
-
项目类别:
-
资助金额:$32.02万
-
财政年份:2007
-
负责人:Christian Georg Habeck
-
依托单位:
海外基金