Distinct manifestations of excitatory-inhibitory imbalance associated with amyloid-β and tau in patients with Alzheimer’s disease

K Kamalini G. Ranasinghe K Kiwamu Kudo F Faatimah Syed C Claire Yballa J Joel H. Kramer B Bruce L. Miller K Katherine P. Rankin P Paul A. Garcia H Heidi E. Kirsch K Keith Vossel W William Jagust G Gil D. Rabinovici S Srikantan S. Nagarajan

Abstract

Abstract 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.

Article Details

Volume / Issue Vol. 16, Issue 1
Published August 26, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (13)

K

Kamalini G. Ranasinghe

K

Kiwamu Kudo

F

Faatimah Syed

C

Claire Yballa

J

Joel H. Kramer

B

Bruce L. Miller

K

Katherine P. Rankin

P

Paul A. Garcia

H

Heidi E. Kirsch

K

Keith Vossel

W

William Jagust

G

Gil D. Rabinovici

S

Srikantan S. Nagarajan