Hyperconnectivity of Self-Referential Network as a Predictive Biomarker of the Progression of Alzheimer's Disease

J Alzheimers Dis. 2021;80(2):577-590. doi: 10.3233/JAD-201376.

Abstract

Background: Self-referential processing is associated with the progression of Alzheimer's disease (AD), and cerebrospinal fluid (CSF) proteins have become accepted biomarkers of AD.

Objective: Our objective in this study was to focus on the relationships between the self-referential network (SRN) and CSF pathology in AD-spectrum patients.

Methods: A total of 80 participants, including 20 cognitively normal, 20 early mild cognitive impairment (EMCI), 20 late MCI (LMCI), and 20 AD, were recruited for this study. Independent component analysis was used to explore the topological SRN patterns, and the abnormalities of this network were identified at different stages of AD. Finally, CSF pathological characteristics (i.e., CSF Aβ, t-tau, and p-tau) that affected the abnormalities of the SRN were further determined during the progression of AD.

Results: Compared to cognitively normal subjects, AD-spectrum patients (i.e., EMCI, LMCI, and AD) showed a reversing trend toward an association between CSF pathological markers and the abnormal SRN occurring during the progression of AD. However, a certain disease state (i.e., the present LMCI) with a low concentration of CSF tau could evoke more hyperconnectivity of the SRN than other patients with progressively increasing concentrations of CSF tau (i.e., EMCI and AD), and this fluctuation of CSF tau was more sensitive to the hyperconnectivity of the SRN than the dynamic changes of CSF Aβ.

Conclusion: The integrity of the SRN was closely associated with CSF pathological characteristics, and these findings support the view that the hyperconnectivity of the SRN will play an important role in monitoring the progression of the pre-dementia state to AD.

Keywords: Alzheimer’s disease spectrum patients; cerebrospinal fluid pathology; functional connectivity; hyperconnectivity; self-referential network.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Alzheimer Disease / cerebrospinal fluid
  • Alzheimer Disease / physiopathology*
  • Alzheimer Disease / psychology*
  • Amyloid beta-Protein Precursor / cerebrospinal fluid
  • Biomarkers
  • Cognitive Dysfunction / cerebrospinal fluid
  • Cognitive Dysfunction / physiopathology
  • Cognitive Dysfunction / psychology
  • Disease Progression
  • Ego*
  • Female
  • Humans
  • Male
  • Mental Status and Dementia Tests
  • Nerve Net / physiopathology*
  • Neuropsychological Tests
  • Predictive Value of Tests
  • tau Proteins / cerebrospinal fluid

Substances

  • APP protein, human
  • Amyloid beta-Protein Precursor
  • Biomarkers
  • MAPT protein, human
  • tau Proteins