Nonlinear changes in delayed functional network topology in Alzheimer’s disease: relationship with amyloid and tau pathology

Abstract

Alzheimer’s disease is a neurodegenerative disorder associated with the abnormal deposition of pathological processes, such as amyloid-ß and tau, which produces nonlinear changes in the functional connectivity patterns between different brain regions across the Alzheimer’s disease continuum. However, the mechanisms underlying these nonlinear changes remain largely unknown. Here, we address this question using a novel method based on temporal or delayed correlations and calculate new whole-brain functional networks to tackle these mechanisms.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jun 16, 2023
Source ID
10.1186/s13195-023-01252-3

Entities

People

  • Anna Canal-garcia
  • Dániel Veréb
  • For The Alzheimer’s Disease Neuroimaging Initiative*
  • Giovanni Volpe
  • Joana B. Pereira
  • Mite Mijalkov
  • Thomas Hinault

Organizations

  • Karolinska Institutet

Tags

Fields of Study

  • Biology

Readers

  • Neural Network Machine Learning.
  • Neuroscience
  • Traumatic Brain Injury (TBI) and Cognitive Aging in the Guam and Border Populations Affected by Alzheimer's Disease and Tau-Associated Dementias.