Evidence map›Paper›PMID 40133608›Full record

ArticleCommunications biology2025

Longitudinal excitation-inhibition balance altered by sex and APOE-ε4.

Andrew P Burns, Igor Fortel, Liang Zhan, Orly Lazarov, R Scott Mackin, Alexander P Demos, Barbara Bendlin, Alex Leow

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Excitation-inhibition homeostasis in Alzheimer's disease: a selective multiscale review of mechanisms, sex differences, and therapeutic opportunities.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Review
  2. Sex andInternational journal of molecular sciences · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Andrew P BurnsDepartment of Biomedical Engineering University of Illinois Chicago (UIC), 851 S Morgan St, Chicago, IL, 60607, USA. drew4495@gmail.com.ORCID http://orcid.org/0000-0001-7828-6780
Igor FortelDepartment of Biomedical Engineering University of Illinois Chicago (UIC), 851 S Morgan St, Chicago, IL, 60607, USA.
Liang ZhanDepartment of Electrical and Computer Engineering, University of Pittsburgh, 4200 Fifth Avenue, Pittsburgh, PA, 15260, USA.ORCID http://orcid.org/0000-0002-7920-4828
Orly LazarovDepartment of Anatomy and Cell Biology, College of Medicine, University of Illinois Chicago, 808 S. Wood St, Chicago, IL, 60612, USA.ORCID http://orcid.org/0000-0002-5887-948X
R Scott MackinDepartment of Psychiatry and Behavioral Sciences, University of California San Francisco, 675 18th St, San Francisco, CA, 94107, USA.
Alexander P DemosDepartment of Psychology, University of Illinois Chicago (UIC), 1007 W Harrison St, Chicago, IL, 60607, USA.
Barbara BendlinDepartment of Medicine, University of Wisconsin-Madison, 5158 Medical Foundation Centennial Building, 1685 Highland Ave, Madison, WI, 53792, USA.ORCID http://orcid.org/0000-0002-0580-9875
Alex LeowDepartment of Biomedical Engineering University of Illinois Chicago (UIC), 851 S Morgan St, Chicago, IL, 60607, USA. alexleow@alumni.ucla.edu.ORCID http://orcid.org/0000-0002-5660-8651

Funding

Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Washington University Institute of Clinical and Translational SciencesUL1TR000448 · NCATS · WASHINGTON UNIVERSITY · PI EVANOFF, BRADLEY A · 2012 to 2016
$41.4M
Research Education ComponentP30AG066444 · NIA · WASHINGTON UNIVERSITY · PI Susan Lynn Stark · 2020 to 2026
$28.7M
Ultrascale Machine Learning to Empower Discovery in Alzheimers Disease BiobanksU01AG068057 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Christos Davatzikos, Heng Huang · 2020 to 2026
$20.7M
THE XNAT IMAGING INFORMATICS PLATFORMR01EB009352 · NIBIB · WASHINGTON UNIVERSITY · PI Daniel Scott Marcus · 2009 to 2026
$9.3M
DRIVING PERFORMANCE IN PRECLINICAL ALZHEIMER'S DISEASER01AG043434 · NIA · WASHINGTON UNIVERSITY · PI ROE, CATHERINE M · 2012 to 2016
$2.4M
Connecting late-life depression and cognition with statistical physics based connectomics and sparse Frechet regressionRF1MH125928 · NIMH · UNIVERSITY OF ILLINOIS AT CHICAGO · PI LEOW, ALEX, WU, YICHAO · 2021 to 2021
$1.3M
National Science Foundation (NSF) IIS 2045848National Science Foundation (NSF) IIS 2319450NCATS NIH HHS UL1 TR000448NIA NIH HHS P01 AG003991NIA NIH HHS P01 AG026276NIA NIH HHS P30 AG066444NIA NIH HHS R01 AG043434NIA NIH HHS U01 AG068057NIBIB NIH HHS R01 EB009352NIMH NIH HHS RF1 MH125928U.S. Department of Health & Human Services | National Institutes of Health (NIH) RF1MH125928U.S. Department of Health & Human Services | National Institutes of Health (NIH) U01AG068057
6 · The paper itself

Abstract

Neuronal hyperexcitation affects memory and neural processing across the Alzheimer's disease (AD) cognitive continuum. Levetiracetam, an antiepileptic, shows promise in improving cognitive impairment by restoring the neural excitation/inhibition balance in AD patients. We previously identified a hyper-excitable phenotype in cognitively unimpaired female APOE-ε4 carriers relative to male counterparts cross-sectionally. This sex difference lacks longitudinal validation; however, clarifying the vulnerability of female ε4-carriers could better inform antiepileptic treatment efficacy. Here, we investigated this sex-by-ε4 interaction using a longitudinal design. We used resting-state fMRI and diffusion tensor imaging collected longitudinally from 106 participants who were cognitively unimpaired for at least one scan event but may have been assessed to have clinical dementia ratings corresponding to early mild cognitive impairment over time. By including scan events where participants transitioned to mild cognitive impairment, we modeled the trajectory of the whole-brain excitation-inhibition ratio throughout the preclinical cognitively healthy continuum and extended to early impairment. A linear mixed model revealed a significant three-way interaction among sex, ε4-status, and time, with female ε4-carriers showing a significant hyper-excitable trajectory. These findings suggest a possible pathway for preventative therapy targeting preclinical hyperexcitation in female ε4-carriers.

Indexed as

Alzheimer DiseaseApolipoprotein E4BrainCognitive DysfunctionAgedDiffusion Tensor ImagingFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMaleMiddle AgedSex FactorsApolipoprotein E4

Identifiers

PMID40133608
PMCPMC11937384

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.