Reductions in the white–gray functional connectome in preclinical Alzheimer's disease and their associations with amyloid and cognition

Abstract

BACKGROUND

The magnitudes and patterns of alterations of the white–gray matter (WM–GM) functional connectome in preclinical Alzheimer's disease (AD), and their associations with amyloid and cognition, remain unclear.

METHODS

We compared regional WM–GM functional connectivity (FC) and network properties in subjects with preclinical AD (or AD dementia) and controls (total n = 344). Their associations with positron emission tomography AV45-measured amyloid beta (Aβ) load and modified Preclinical Alzheimer Cognitive Composite (mPACC) scores were examined.

RESULTS

Preclinical AD subjects showed lower FC in specific WM–GM pairs and reduced segregation of control, dorsal attention, and somatomotor networks. A major portion of the reduced FC and network segregations were linked to elevated Aβ. Reduced FC of one WM–GM pair correlated with impaired mPACC. AD dementia exhibited broader reductions and stronger associations.

DISCUSSION

The WM–GM functional connectome undergoes regional and systemic dysfunctions as early as in the preclinical stage, correlating with amyloid deposition and predicting cognitive impairment.

Highlights

• Preclinical Alzheimer's disease (AD) subjects showed lower functional connectivity in specific white-gray matter (WM–GM) pairs and reduced segregations of control, dorsal attention, and somatomotor networks.
• A major portion of the reduced connectivity and network segregations were linked to elevated amyloid beta load.
• Only one WM–GM pair's reduced connectivity was linearly correlated with impaired cognitive composite scores.
• AD dementia showed more extensive reductions in connectivity, network integration, and segregation, with stronger associations with amyloid elevation and cognitive impairment.
• The WM–GM functional connectome offers a distinct perspective for understanding changes in brain functional architecture throughout the AD continuum.