Journal of Alzheimer's Disease
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Home > Alzheimer DataLENS: An Open Data Analytics Portal for Alzheimer's Disease Research.

TitleAlzheimer DataLENS: An Open Data Analytics Portal for Alzheimer's Disease Research.
Publication TypeJournal Article
Year of Publication2024
AuthorsNoori, A, Jayakumar, R, Moturi, V, Li, Z, Liu, R, Serrano-Pozo, A, Hyman, BT, Das, S
JournalJ Alzheimers Dis
Volume99
Issues2
PaginationS397-S407
Date Published2024
ISSN1875-8908
KeywordsAlzheimer Disease, Brain, Computational Biology, Genome-Wide Association Study, Humans, Internet
Abstract

BACKGROUND: Recent Alzheimer's disease (AD) discoveries are increasingly based on studies from a variety of omics technologies on large cohorts. Currently, there is no easily accessible resource for neuroscientists to browse, query, and visualize these complex datasets in a harmonized manner.

OBJECTIVE: Create an online portal of public omics datasets for AD research.

METHODS: We developed Alzheimer DataLENS, a web-based portal, using the R Shiny platform to query and visualize publicly available transcriptomics and genetics studies of AD on human cohorts. To ensure consistent representation of AD findings, all datasets were processed through a uniform bioinformatics pipeline.

RESULTS: Alzheimer DataLENS currently houses 2 single-nucleus RNA sequencing datasets, over 30 bulk RNA sequencing datasets from 19 brain regions and 3 cohorts, and 2 genome-wide association studies (GWAS). Available visualizations for single-nucleus data include bubble plots, heatmaps, and UMAP plots; for bulk expression data include box plots and heatmaps; for pathways include protein-protein interaction network plots; and for GWAS results include Manhattan plots. Alzheimer DataLENS also links to two other knowledge resources: the AD Progression Atlas and the Astrocyte Atlas.

CONCLUSIONS: Alzheimer DataLENS is a valuable resource for investigators to quickly and systematically explore omics datasets and is freely accessible at https://alzdatalens.partners.org.

DOI10.3233/JAD-230884
Alternate JournalJ Alzheimers Dis
PubMed ID38306039
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Source URL: https://www.j-alz.com/content/alzheimer-datalens-open-data-analytics-portal-alzheimers-disease-research