Evidence map›Paper›PMID 42659841›Full record

ArticleNeurobiology of aging2026

Input-output curves demonstrate motor cortex hyperexcitability associated with cognitive impairment in Alzheimer's disease.

Julia H Cho, Brice Passera, Giacomo Bertazzoli, Recep A Ozdemir, Basma Gomaa, Emma Ferry, Alvaro Pascual-Leone, Reisa A Sperling, Daniel Z Press, Mouhsin M Shafi and 2 more

Abstract read
In one paragraph

Article in Neurobiology of aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Julia H ChoDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA; Department of Internal Medicine, Brigham and Women's Hospital, Boston, MA 02115, USA.
Brice PasseraDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Giacomo BertazzoliDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Recep A OzdemirDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Basma GomaaDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Emma FerryDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Alvaro Pascual-LeoneDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Center for Alzheimer Research and Treatment, Mass General Brigham, Boston, MA 02115, USA.
Reisa A SperlingDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Athinoila A. Martinos Center for Biomedical Imaging, Mass General Brigham, Boston, MA 02115, USA.
Daniel Z PressDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Mouhsin M ShafiDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Peter J FriedDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA.
Stephanie S BussDepartment of Neurology, Harvard Medical School, Boston, MA 02115, USA; Berenson-Allen Center for Noninvasive Brain Stimulation, Beth Israel Deaconess Medical Center, Boston, MA 02115, USA. Electronic address: sbuss@bidmc.harvard.edu.

Funding

Neurobiological mechanisms of altered cortical plasticity in Type-2 diabetes mellitusR01AG070077 · NIA · BETH ISRAEL DEACONESS MEDICAL CENTER · PI FRIED, PETER J · 2021 to 2025
$4.3M
Repetitive TMS-induced modulation of cortical excitability in ADR01MH115949 · NIMH · BETH ISRAEL DEACONESS MEDICAL CENTER · PI SHAFI, MOUHSIN · 2018 to 2022
$3.2M
Treating hyperexcitability in Alzheimer’s disease with levetiracetam to improve brain function and cognitionR01AG060987 · NIA · BETH ISRAEL DEACONESS MEDICAL CENTER · PI SHAFI, MOUHSIN · 2019 to 2023
$3.0M
Multifocal transcranial current stimulation for cognitive and motor dysfunction in dementiaR01AG076708 · NIA · HEBREW REHABILITATION CENTER FOR AGED · PI MANOR, BRADLEY D., PASCUAL-LEONE, ALVARO · 2022 to 2024
$2.3M
Understanding the structural, functional, and prognostic implications of cortical excitability in Alzheimer's diseaseK23AG068364 · NIA · BETH ISRAEL DEACONESS MEDICAL CENTER · PI BUSS, STEPHANIE · 2021 to 2025
$921k
Brain Plasticity Measures in MCIR21AG051846 · NIA · BETH ISRAEL DEACONESS MEDICAL CENTER · PI PASCUAL-LEONE, ALVARO · 2016 to 2017
$476k
NIA NIH HHS K23 AG068364NIA NIH HHS R01 AG060987NIA NIH HHS R01 AG070077NIA NIH HHS R01 AG076708NIA NIH HHS R21 AG051846NIMH NIH HHS R01 MH115949
6 · The paper itself

Abstract

Recent studies suggest that cortical hyperexcitability in Alzheimer's disease (AD) may accelerate disease progression. However, the field lacks validated non-invasive methods to assay excitability in humans. In this study we used transcranial magnetic stimulation with electromyography to investigate mechanisms of motor cortical excitability in 63 biomarker-positive early-AD (ranging from mild cognitive impairment to mild dementia) participants and 72 cognitively unimpaired age-matched adults (CU). Single-pulse stimulation was applied to motor cortex to record resting motor thresholds (rMT) and motor-evoked potentials. An Input-Output curve was generated by delivering 10 pulses each at eight different intensities of maximum stimulator output (%MSO). Linear models or equivalent non-parametric tests 1) compared excitability metrics between groups, 2) tested correlations with cognition (mini-mental state exam, MMSE; Alzheimer's disease assessment scale-cognitive, ADAS-Cog), and 3) tested the impact of APOE4. Results show that early-AD participants have increased motor cortical excitability than CU, with lower rMT (p < 0.001), lower Input-Output curve Inflection Point (p = 0.007), and higher Dynamic Range (p = 0.035). An analysis of the Input-Output curve adjusting for rMT showed larger responses in AD specifically in the 135-150% rMT range (p = 0.023). In AD, higher excitability was related to worse cognition (rMT: MMSE p = 0.008, Inflection Point: MMSE p = 0.030 and ADAS-Cog p = 0.041). There was no relationship between APOE4 and excitability. In conclusion, AD participants have increased motor cortical excitability, related to cognition. This is evident both at lower and higher stimulation intensities. TMS may provide a useful measure of target engagement for therapies aimed at preserving cognition or slowing decline in early-AD.

Indexed as

Alzheimer DiseaseCognitive DysfunctionCortical ExcitabilityMotor CortexAgedAged, 80 and overApolipoprotein E4CognitionDisease ProgressionElectromyographyEvoked Potentials, MotorFemaleHumansMaleMiddle AgedTranscranial Magnetic StimulationApolipoprotein E4Alzheimer’s diseaseInput output curveMotor cortical excitabilityResting motor thresholdTMS

Identifiers

PMID42659841
PMCPMC13648252

What OpenQuestion holds

Textmetadata
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.