Distinct manifestations of excitatory-inhibitory imbalance associated with amyloid-β and tau in patients with Alzheimer’s disease
A growing body of evidence shows that epileptic activity is frequently observed in patients with Alzheimer's disease (AD), implicating underlying excitatory-inhibitory imbalance. The distinction of whether the AD-epileptic phenotype represents a subset of patients or an underdiagnosed manifestation holds major therapeutic implications. Here, we quantified the excitatory-inhibitory imbalance in AD patients using magnetoencephalography and examined the relationships to AD pathophysiology-amyloid-beta and tau, and to epileptic activity. We used two metrics to quantify regional excitatory-inhibitory imbalance distinguishing between local hyperexcitability (Neural excitability, quantified by regional aperiodic spectral slope) and aberrant long-range synaptic input integration (Neural fragility, quantified by regional linear dynamic instability). We found that amyloid-beta correlated with higher neural fragility and higher neural excitability, while tau and hypometabolism uniquely correlated with higher neural excitability. Importantly, the AD-epileptic phenotype showed a distinctive increase in neural fragility. Our findings demonstrate that AD pathophysiology is associated with diverse mechanisms of excitatory-inhibitory imbalance and that AD-epileptic phenotype represents a distinct group of patients with greater impairments in long-range synaptic input integration.
Authors
- Claire Yballa
- Kiwamu Kudo (ORCID: https://orcid.org/0000-0002-5732-7229)
- Srikantan S. Nagarajan (ORCID: https://orcid.org/0000-0001-7209-3857)
- Heidi E. Kirsch (ORCID: https://orcid.org/0000-0002-3144-2085)
- Bruce L. Miller (ORCID: https://orcid.org/0000-0002-2152-4220)
- Kamalini G. Ranasinghe (ORCID: https://orcid.org/0000-0002-4217-8785)
- Gil Dan Rabinovici (ORCID: https://orcid.org/0000-0002-3626-4265)
- William J. Jagust (ORCID: https://orcid.org/0000-0002-4458-113X)
- Keith Vossel
- Katherine P. Rankin (ORCID: https://orcid.org/0000-0002-3611-0848)
- Joel H. Kramer (ORCID: https://orcid.org/0000-0002-1206-404X)
- Paul A. Garcia
- Faatimah Syed
Institutions
- Berkeley College (US)
- University of California, Los Angeles (US)
- University of California, San Francisco (US)
- University of California System (US)
- University Memory and Aging Center (US)
- University of California, Berkeley (US)
Publication Details
- Journal
- Nature Communications
- Published
- 2025-08-26
- DOI
- https://doi.org/10.1038/s41467-025-62798-4
- Citations
- 5
- Primary Topic
- Epilepsy research and treatment
- Type
- article
- Field-Weighted Citation Impact
- 7.36
Funders
- Alzheimer's Association
- Larry L. Hillblom Foundation
- National Institutes of Health