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Identification of Conserved Proteomic Networks in Neurodegenerative Dementia

  • Vivek Swarup
  • , Timothy S. Chang
  • , Duc M. Duong
  • , Eric B. Dammer
  • , Jingting Dai
  • , James J. Lah
  • , Erik C.B. Johnson
  • , Nicholas T. Seyfried
  • , Allan I. Levey
  • , Daniel H. Geschwind

Research output: Contribution to journalArticlepeer-review

56 Scopus citations

Abstract

Data-driven analyses are increasingly valued in modern medicine. We integrate quantitative proteomics and transcriptomics from over 1,000 post-mortem brains from six cohorts representing Alzheimer's disease (AD), asymptomatic AD, progressive supranuclear palsy (PSP), and control patients from the Accelerating Medicines Partnership – Alzheimer's Disease consortium. We define robust co-expression trajectories related to disease progression, including early neuronal, microglial, astrocyte, and immune response modules, and later mRNA splicing and mitochondrial modules. The majority of, but not all, modules are conserved at the transcriptomic level, including module C3, which is only observed in proteome networks and enriched in mitogen-activated protein kinase (MAPK) signaling. Genetic risk enriches in modules changing early in disease and indicates that AD and PSP have distinct causal biological drivers at the pathway level, despite aspects of similar pathology, including synaptic loss and glial inflammatory changes. The conserved, high-confidence proteomic changes enriched in genetic risk represent targets for drug discovery. Swarup et al. use a multi-omic, multi-cohort approach to identify robust early and late proteomic changes in AD and other neurodegenerative dementias and find that genetic risk is differentially enriched across disorders. Shared co-expression modules showing consistent molecular alterations at multi-omic levels are ripe for future investigation as drug targets.

Original languageEnglish
Article number107807
JournalCell Reports
Volume31
Issue number12
DOIs
StatePublished - 23 Jun 2020
Externally publishedYes

Keywords

  • Alzheimer's disease
  • gene networks
  • genetics
  • genomics
  • neurodegenerative diseases
  • progressive supranuclear palsy
  • proteomics
  • systems biology
  • transcriptomics

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