Evidence map›Paper›PMID 36404214›Full record

ArticleNeuromodulation : journal of the International Neuromodulation Society2023

Targeted Modulation of Human Brain Interregional Effective Connectivity With Spike-Timing Dependent Plasticity.

Julio C Hernandez-Pavon, Nils Schneider-Garces, John Patrick Begnoche, Lee E Miller, Tommi Raij

Open access · greenAbstract read
In one paragraph

Article in Neuromodulation : journal of the International Neuromodulation Society, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
1.0field-weighted citation impact, top 24% of its field
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

3 citing papers in PubMed, 14 citations in OpenAlex.

  1. The effect of EEG lead configuration on early TMS-EEG artifacts.bioRxiv : the preprint server for biology · 2026
    Article
  2. Article
  3. 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

5 authors at 2 institutions in 1 country.

Julio C Hernandez-PavonDepartment of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Center for Brain Stimulation, Shirley Ryan AbilityLab, Chicago, IL, USA; Legs + Walking Lab, Shirley Ryan AbilityLab, Chicago, IL, USA.
Nils Schneider-GarcesCenter for Brain Stimulation, Shirley Ryan AbilityLab, Chicago, IL, USA.
John Patrick BegnocheCenter for Brain Stimulation, Shirley Ryan AbilityLab, Chicago, IL, USA.
Lee E MillerDepartment of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, USA; Limb Motor Control Lab, Shirley Ryan AbilityLab, Chicago, IL, USA.
Tommi RaijDepartment of Physical Medicine and Rehabilitation, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Center for Brain Stimulation, Shirley Ryan AbilityLab, Chicago, IL, USA; Department of Neurobiology, Weinberg College of Arts and Sciences, Northwestern University, Evanston, IL, USA. Electronic address: raij@nmr.mgh.harvard.edu.
Northwestern University · USShirley Ryan AbilityLab · US

Funding

Biomimetic Somatosensory Feedback through IntracorticalmicrostimulationR01NS095251 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BENSMAIA, SLIMAN, GRILL, WARREN M. · 2016 to 2020
$3.7M
MRI-navigated 3-channel TMS with 64-channel EEG instrumentS10OD020080 · OD · REHABILITATION INSTITUTE OF CHICAGO D/B/A SHIRLEY RYAN ABILITYLAB · PI GRAFMAN, JORDAN HENRY · 2015 to 2015
$584k
NIH HHS S10 OD020080NINDS NIH HHS R01 NS095251
6 · The paper itself

Abstract

objectiveThe ability to selectively up- or downregulate interregional brain connectivity would be useful for research and clinical purposes. Toward this aim, cortico-cortical paired associative stimulation (ccPAS) protocols have been developed in which two areas are repeatedly stimulated with a millisecond-level asynchrony. However, ccPAS results in humans using bifocal transcranial magnetic stimulation (TMS) have been variable, and the mechanisms remain unproven. In this study, our goal was to test whether ccPAS mechanism is spike-timing-dependent plasticity (STDP). MATERIALS AND

methodsEleven healthy participants received ccPAS to the left primary motor cortex (M1) → right M1 with three different asynchronies (5 milliseconds shorter, equal to, or 5 milliseconds longer than the 9-millisecond transcallosal conduction delay) in separate sessions. To observe the neurophysiological effects, single-pulse TMS was delivered to the left M1 before and after ccPAS while cortico-cortical evoked responses were extracted from the contralateral M1 using source-resolved electroencephalography.

resultsConsistent with STDP mechanisms, the effects on synaptic strengths flipped depending on the asynchrony. Further implicating STDP, control experiments suggested that the effects were unidirectional and selective to the targeted connection.

conclusionThe results support the idea that ccPAS induces STDP and may selectively up- or downregulate effective connectivity between targeted regions in the human brain.

Indexed as

Motor CortexTranscranial Magnetic StimulationElectroencephalographyEvoked Potentials, MotorHumansMotivationNeuronal PlasticityCortico-cortical paired associative stimulationdiffusion MRI tractographyeffective connectivityelectroencephalographyspike-timing dependent plasticity

Identifiers

PMID36404214
PMCPMC10188658
OpenAlexW4309517636

What OpenQuestion holds

Textmetadata
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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.