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A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer's disease.

ABSTRACT: There is a need for new therapeutic targets with which to prevent Alzheimer's disease (AD), a major contributor to aging-related cognitive decline. Here we report the construction and validation of a molecular network of the aging human frontal cortex. Using RNA sequence data from 478 individuals, we first build a molecular network using modules of coexpressed genes and then relate these modules to AD and its neuropathologic and cognitive endophenotypes. We confirm these associations in two independent AD datasets. We also illustrate the use of the network in prioritizing amyloid- and cognition-associated genes for in vitro validation in human neurons and astrocytes. These analyses based on unique cohorts enable us to resolve the role of distinct cortical modules that have a direct effect on the accumulation of AD pathology from those that have a direct effect on cognitive decline, exemplifying a network approach to complex diseases.

SUBMITTER: Mostafavi S

PROVIDER: S-EPMC6599633 | biostudies-literature | 2018 Jun

REPOSITORIES: biostudies-literature

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A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer's disease.

Mostafavi Sara S Gaiteri Chris C Sullivan Sarah E SE White Charles C CC Tasaki Shinya S Xu Jishu J Taga Mariko M Klein Hans-Ulrich HU Patrick Ellis E Komashko Vitalina V McCabe Cristin C Smith Robert R Bradshaw Elizabeth M EM Root David E DE Regev Aviv A Yu Lei L Chibnik Lori B LB Schneider Julie A JA Young-Pearse Tracy L TL Bennett David A DA De Jager Philip L PL

Nature neuroscience 20180525 6

There is a need for new therapeutic targets with which to prevent Alzheimer's disease (AD), a major contributor to aging-related cognitive decline. Here we report the construction and validation of a molecular network of the aging human frontal cortex. Using RNA sequence data from 478 individuals, we first build a molecular network using modules of coexpressed genes and then relate these modules to AD and its neuropathologic and cognitive endophenotypes. We confirm these associations in two inde ...[more]

PMID: 29802388

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Project description:IntroductionElevated cortisol levels have been reported in Alzheimer's disease (AD) and may accelerate the development of brain pathology and cognitive decline. Dehydroepiandrosterone sulfate (DHEAS) has anti-glucocorticoid effects and it may be involved in the AD pathophysiology.ObjectivesTo investigate associations of cerebrospinal fluid (CSF) cortisol and DHEAS levels with (1) cognitive performance at baseline; (2) CSF biomarkers of amyloid pathology (as assessed by CSF Aβ levels), neuronal injury (as assessed by CSF tau), and tau hyperphosphorylation (as assessed by CSF p-tau); (3) regional brain volumes; and (4) clinical disease progression.Materials and methodsIndividuals between 49 and 88 years (n = 145) with mild cognitive impairment or dementia or with normal cognition were included. Clinical scores, AD biomarkers, brain MRI volumetry along with CSF cortisol and DHEAS were obtained at baseline. Cognitive and functional performance was re-assessed at 18 and 36 months from baseline. We also assessed the following covariates: apolipoprotein E (APOE) genotype, BMI, and education. We used linear regression and mixed models to address associations of interest.ResultsHigher CSF cortisol was associated with poorer global cognitive performance and higher disease severity at baseline. Cortisol and cortisol/DHEAS ratio were positively associated with tau and p-tau CSF levels, and negatively associated with the amygdala and insula volumes at baseline. Higher CSF cortisol predicted more pronounced cognitive decline and clinical disease progression over 36 months. Higher CSF DHEAS predicted more pronounced disease progression over 36 months.ConclusionIncreased cortisol in the CNS is associated with tau pathology and neurodegeneration, and with decreased insula and amygdala volume. Both CSF cortisol and DHEAS levels predict faster clinical disease progression. These results have implications for the identification of patients at risk of rapid decline as well as for the development of interventions targeting both neurodegeneration and clinical manifestations of AD.

Dataset Information

A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer's disease.

Publications

A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer's disease.

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