An Integrated Molecular Atlas of Alzheimer's Disease
Wörheide, M. A.; Krumsiek, J.; Nataf, S.; Nho, K.; Greenwood, A. K.; Wu, T.; Huynh, K.; Weinisch, P.; Römisch-Margl, W.; Lehner, N.; The AMP-Consortium, ; The Alzheimer's Disease Neuroimaging Initiative, ; The Alzheimer's Disease Metabolomics Consortium, ; Baumbach, J.; Meikle, P. J.; Saykin, A. J.; Doraiswamy, P. M.; van Duijn, C.; Suhre, K.; Kaddurah-Daouk, R.; Kastenmüller, G.; Arnold, M.
Show abstract
Alzheimers disease (AD) is a complex neurodegenerative disorder with multifactorial etiology and widespread molecular manifestations. Investigating molecular disease associations in a broader multi-level context across omics modalities remains one central challenge in AD research, despite the increasing availability of large-scale omics data. The AD Atlas, an online multi-omics resource, provides access to harmonized, disease-relevant data from over 25 large studies on 20,363 protein-coding genes, 8,396 proteins, 1,328 metabolites and 43 AD-related phenotypes interconnected by 979,190 significant associations. Results from AD-specific omics studies from AMP-AD, NIAGADS, and other initiatives are complemented with molecular associations from population-based studies in a comprehensive network resource to provide a genome-scale molecular view on AD. In a deep learning-based evaluation of the AD Atlas content, we demonstrate the utility of the network for data-driven identification of modules strongly enriched for AD-related functional domains. We provide full access to the AD Atlas at www.adatlas.org.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Network medicine links SARS-CoV-2/COVID-19 infection to brain microvascular injury and neuroinflammation in dementia-like cognitive impairment 96%
- AlzGPS: A Genome-wide Positioning Systems Platform to Catalyze Multi-omics for Alzheimer's Therapeutic Discovery 96%
- Polygenic effects on the risk of Alzheimer’s disease in the Japanese population 95%
Similar papers in this journal
- Alzheimer’s Disease variant portal (ADVP): a catalog of genetic findings for Alzheimer’s Disease 97%
- Liver-specific polygenic risk score is more strongly associated than genome-wide score with Alzheimer’s disease diagnosis in a case-control analysis 96%
- Relationships of Alzheimer’s disease and apolipoprotein E genotypes with small RNA and protein cargo of brain tissue extracellular vesicles 95%
Similar papers in this journal
- Brain and Blood Transcriptome-Wide Association Studies Identify Five Novel Genes Associated with Alzheimer’s Disease 96%
- Exploring the genetic heterogeneity of Alzheimer’s disease: Evidence for genetic subtypes 95%
- Transcriptional and translational regulation of pathogenesis in Alzheimer's disease model mice 95%
Similar papers in this journal
- Integrative Brain Transcriptome Analysis Links Complement Component 4 and HSPA2 to the APOE ε2 Protective Effect in Alzheimer Disease 97%
- Region-based analysis of rare genomic variants in whole-genome sequencing datasets reveal two novel Alzheimer’s disease-associated genes: DTNB and DLG2 95%
- African Ancestry GWAS of Dementia in a Large Military Cohort Identifies Significant Risk Loci 95%