Title | Alzheimer DataLENS: An Open Data Analytics Portal for Alzheimer's Disease Research. |
Publication Type | Journal Article |
Year of Publication | 2024 |
Authors | Noori, A, Jayakumar, R, Moturi, V, Li, Z, Liu, R, Serrano-Pozo, A, Hyman, BT, Das, S |
Journal | J Alzheimers Dis |
Volume | 99 |
Issue | s2 |
Pagination | S397-S407 |
Date Published | 2024 |
ISSN | 1875-8908 |
Keywords | Alzheimer 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. |
DOI | 10.3233/JAD-230884 |
Alternate Journal | J Alzheimers Dis |
PubMed ID | 38306039 |