Evidence map›Paper›PMID 27469163›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2016

Neural mechanisms of transient neocortical beta rhythms: Converging evidence from humans, computational modeling, monkeys, and mice.

Maxwell A Sherman, Shane Lee, Robert Law, Saskia Haegens, Catherine A Thorn, Matti S Hämäläinen, Christopher I Moore, Stephanie R Jones

Registry-linked trialAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04062318 (The Causal Role of Neocortical Beta Events in Human Sensory Perception), which is not on this map. Cited by 250 papers.

0numbers the graph read from it
0cells of the map it votes in
250citing 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.

NCT04062318 nacompletednot on this mapstarted 2019, after this paper: background citation

The Causal Role of Neocortical Beta Events in Human Sensory Perception

TypeinterventionalSponsorBrown UniversityRan2019 to 2024Enrolled39ConditionsBeta Rhythm, Tactile PerceptionArmsOnline Active SI-Hand TMS, Online Sham SI-Hand TMS, Online Active Control TMS
3 · Its place in the literature

Who cites it

250 citing papers in PubMed.

  1. Trial
  2. Trial
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  6. Mental tasks induce common modulations of oscillations in cortex and spinal cord.Journal of neuroengineering and rehabilitation · 2026
    Article
  7. Review
  8. Article
  9. Article
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  11. Article
  12. Article
  13. Article
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  15. Article
  16. Article
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  18. Article
  19. Alpha and Beta Corticomotor Phase Dynamics Shape Visuomotor Control on a Single-Trial Basis.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  20. Review

190 more citing papers are in PubMed but not listed here.

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.

Maxwell A ShermanDepartment of Neuroscience, Brown University, Providence, RI 02912; Department of Applied Mathematics, Brown University, Providence, RI 02912;
Shane LeeDepartment of Neuroscience, Brown University, Providence, RI 02912;
Robert LawDepartment of Neuroscience, Brown University, Providence, RI 02912;
Saskia HaegensCognitive Neuroscience and Schizophrenia Program, Nathan Kline Institute, Orangeburg, NY 10962; Department of Neurological Surgery, College of Physicians and Surgeons, Columbia University, New York, NY 10032;
Catherine A ThornDepartment of Neuroscience, Brown University, Providence, RI 02912;
Matti S HämäläinenAthinola A. Martinos Center, Massachusetts General Hospital, Boston, MA 02129; Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, 02150 Espoo, Finland; Harvard Medical School, Boston, MA 02115.
Christopher I MooreDepartment of Neuroscience, Brown University, Providence, RI 02912;
Stephanie R JonesDepartment of Neuroscience, Brown University, Providence, RI 02912; stephanie_jones@brown.edu.

Funding

Project 4P41EB015896 · NIBIB · MASSACHUSETTS GENERAL HOSPITAL · PI ROSEN, BRUCE R · 2012 to 2018
$9.8M
Tools for Large-Scale Platform-Independent MEG Data AnalysisR01EB009048 · NIBIB · MASSACHUSETTS GENERAL HOSPITAL · PI HAMALAINEN, MATTI, LEAHY, RICHARD M · 2009 to 2016
$4.6M
PHYSIOLOGY OF VISUAL DYSFUNCTION IN SCHIZOPHRENIAR01MH060358 · NIMH · NATHAN S. KLINE INSTITUTE FOR PSYCH RES · PI SCHROEDER, CHARLES E · 2000 to 2013
$4.0M
Training Programs in Systems and Behavioral NeuroscienceT32MH019118 · NIMH · BROWN UNIVERSITY · PI CONNORS, BARRY W · 1989 to 2013
$1.9M
CRCNS: Advancing Computational Methods to Reveal Human Thalamocortical DynamicsR01MH106174 · NIMH · BROWN UNIVERSITY · PI HAMALAINEN, MATTI, JONES, STEPHANIE RUGGIANO · 2014 to 2018
$1.5M
NIBIB NIH HHS P41 EB015896NIBIB NIH HHS R01 EB009048NIMH NIH HHS R01 MH060358NIMH NIH HHS R01 MH106174NIMH NIH HHS T32 MH019118
6 · The paper itself

Abstract

Human neocortical 15-29-Hz beta oscillations are strong predictors of perceptual and motor performance. However, the mechanistic origin of beta in vivo is unknown, hindering understanding of its functional role. Combining human magnetoencephalography (MEG), computational modeling, and laminar recordings in animals, we present a new theory that accounts for the origin of spontaneous neocortical beta. In our MEG data, spontaneous beta activity from somatosensory and frontal cortex emerged as noncontinuous beta events typically lasting <150 ms with a stereotypical waveform. Computational modeling uniquely designed to infer the electrical currents underlying these signals showed that beta events could emerge from the integration of nearly synchronous bursts of excitatory synaptic drive targeting proximal and distal dendrites of pyramidal neurons, where the defining feature of a beta event was a strong distal drive that lasted one beta period (∼50 ms). This beta mechanism rigorously accounted for the beta event profiles; several other mechanisms did not. The spatial location of synaptic drive in the model to supragranular and infragranular layers was critical to the emergence of beta events and led to the prediction that beta events should be associated with a specific laminar current profile. Laminar recordings in somatosensory neocortex from anesthetized mice and awake monkeys supported these predictions, suggesting this beta mechanism is conserved across species and recording modalities. These findings make several predictions about optimal states for perceptual and motor performance and guide causal interventions to modulate beta for optimal function.

Indexed as

Beta RhythmComputer SimulationAnimalsFemaleHumansMacaca mulattaMagnetoencephalographyMiceModels, NeurologicalNeocortexThalamic Nucleibeta rhythmcomputational modelingmagnetoencephalographyParkinson's diseasesensorimotor processing

Identifiers

PMID27469163
PMCPMC4995995

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Registered trials

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.