An Integrated Molecular Atlas of Alzheimer's Disease

Journal: medRxiv
Published Date:

Abstract

Alzheimer's 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.

Authors

  • Ulmer
  • M. A.; Krumsiek
  • J.; Nataf
  • S.; Nho
  • K.; Greenwood
  • A. K.; Wiley
  • J. C.; Willruth
  • L.-L.; Wu
  • T.; Bellur
  • O.; Marella
  • B.; Huynh
  • K.; Weinisch
  • P.; Römisch-Margl
  • W.; Lehner
  • N.; Njipouombe Nsangou
  • Y. A.; 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.

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