Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers
dc.contributor.author | Liu, Shiwei | |
dc.contributor.author | Park, Tamina | |
dc.contributor.author | Krüger, Dennis M. | |
dc.contributor.author | Pena-Centeno, Tonatiuh | |
dc.contributor.author | Burkhardt, Susanne | |
dc.contributor.author | Schutz, Anna-Lena | |
dc.contributor.author | Huang, Yen-Ning | |
dc.contributor.author | Rosewood, Thea | |
dc.contributor.author | Chaudhuri, Soumilee | |
dc.contributor.author | Cho, MinYoung | |
dc.contributor.author | Risacher, Shannon L. | |
dc.contributor.author | Wan, Yang | |
dc.contributor.author | Shaw, Leslie M. | |
dc.contributor.author | Sananbenesi, Farahnaz | |
dc.contributor.author | Brodsky, Alexander S. | |
dc.contributor.author | Lin, Honghuang | |
dc.contributor.author | Krunic, Andre | |
dc.contributor.author | Krzysztof Blusztajn, Jan | |
dc.contributor.author | Saykin, Andrew J. | |
dc.contributor.author | Delalle, Ivana | |
dc.contributor.author | Fischer, Andre | |
dc.contributor.author | Nho, Kwangsik | |
dc.contributor.author | Alzheimer's Disease Neuroimaging Initiative | |
dc.contributor.department | Radiology and Imaging Sciences, School of Medicine | |
dc.date.accessioned | 2024-12-09T13:37:04Z | |
dc.date.available | 2024-12-09T13:37:04Z | |
dc.date.issued | 2024 | |
dc.description.abstract | Introduction: 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.version | Final published version | |
dc.identifier.citation | Liu 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.uri | https://hdl.handle.net/1805/44844 | |
dc.language.iso | en_US | |
dc.publisher | Wiley | |
dc.relation.isversionof | 10.1002/alz.14230 | |
dc.relation.journal | Alzheimer's & Dementia | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 International | en |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0 | |
dc.source | PMC | |
dc.subject | Alzheimer's disease | |
dc.subject | Amyloid | |
dc.subject | Biomarkers | |
dc.subject | Classification | |
dc.subject | MicroRNAs | |
dc.subject | Neurodegeneration | |
dc.subject | Plasma | |
dc.subject | Tau | |
dc.title | Plasma miRNAs across the Alzheimer's disease continuum: Relationship to central biomarkers | |
dc.type | Article |