Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers

dc.contributor.authorLiu, Shiwei
dc.contributor.authorPark, Tamina
dc.contributor.authorKrüger, Dennis M.
dc.contributor.authorPena-Centeno, Tonatiuh
dc.contributor.authorBurkhardt, Susanne
dc.contributor.authorSchutz, Anna-Lena
dc.contributor.authorHuang, Yen-Ning
dc.contributor.authorRosewood, Thea
dc.contributor.authorChaudhuri, Soumilee
dc.contributor.authorCho, MinYoung
dc.contributor.authorRisacher, Shannon L.
dc.contributor.authorWan, Yang
dc.contributor.authorShaw, Leslie M.
dc.contributor.authorSananbenesi, Farahnaz
dc.contributor.authorBrodsky, Alexander S.
dc.contributor.authorLin, Honghuang
dc.contributor.authorKrunic, Andre
dc.contributor.authorKrzysztof Blusztajn, Jan
dc.contributor.authorSaykin, Andrew J.
dc.contributor.authorDelalle, Ivana
dc.contributor.authorFischer, Andre
dc.contributor.authorNho, Kwangsik
dc.contributor.authorAlzheimer's Disease Neuroimaging Initiative
dc.contributor.departmentRadiology and Imaging Sciences, School of Medicine
dc.date.accessioned2024-12-09T13:37:04Z
dc.date.available2024-12-09T13:37:04Z
dc.date.issued2024
dc.description.abstractIntroduction: MicroRNAs (miRNAs) play important roles in gene expression regulation and Alzheimer's disease (AD) pathogenesis. Methods: We investigated the association between baseline plasma miRNAs and central AD biomarkers from the Alzheimer's Disease Neuroimaging Initiative (ADNI; N = 803): amyloid, tau, and neurodegeneration (A/T/N). Differentially expressed miRNAs and their targets were identified, followed by pathway enrichment analysis. Machine learning approaches were applied to investigate the role of miRNAs as blood biomarkers. Results: We identified nine, two, and eight miRNAs significantly associated with A/T/N positivity, respectively. We identified 271 genes targeted by amyloid-related miRNAs with estrogen signaling receptor-mediated signaling among the enriched pathways. Additionally, 220 genes targeted by neurodegeneration-related miRNAs showed enrichment in pathways including the insulin growth factor 1 pathway. The classification performance of demographic information for A/T/N positivity was increased up to 9% with the inclusion of miRNAs. Discussion: Plasma miRNAs were associated with central A/T/N biomarkers, highlighting their potential as blood biomarkers. Highlights: We performed association analysis of microRNAs (miRNAs) with amyloid/tau/neurodegeneration (A/T/N) biomarker positivity. We identified dysregulated miRNAs for A/T/N biomarker positivity. We identified Alzheimer's disease biomarker-specific/common pathways related to miRNAs. miRNAs improved the classification for A/T/N positivity by up to 9%. Our study highlights the potential of miRNAs as blood biomarkers.
dc.eprint.versionFinal published version
dc.identifier.citationLiu S, Park T, Krüger DM, et al. Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers. Alzheimers Dement. 2024;20(11):7698-7714. doi:10.1002/alz.14230
dc.identifier.urihttps://hdl.handle.net/1805/44844
dc.language.isoen_US
dc.publisherWiley
dc.relation.isversionof10.1002/alz.14230
dc.relation.journalAlzheimer's & Dementia
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internationalen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0
dc.sourcePMC
dc.subjectAlzheimer's disease
dc.subjectAmyloid
dc.subjectBiomarkers
dc.subjectClassification
dc.subjectMicroRNAs
dc.subjectNeurodegeneration
dc.subjectPlasma
dc.subjectTau
dc.titlePlasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers
dc.typeArticle
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