Evidence map›Paper›PMID 35589391›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2022

Learned Motor Patterns Are Replayed in Human Motor Cortex during Sleep.

Daniel B Rubin, Tommy Hosman, Jessica N Kelemen, Anastasia Kapitonava, Francis R Willett, Brian F Coughlin, Eric Halgren, Eyal Y Kimchi, Ziv M Williams, John D Simeral and 2 more

Registry-linked trialOpen access · bronzeAbstract readCase Reports
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT00912041 (BrainGate2), which is not on this map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
6.3field-weighted citation impact, top 2% 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.

NCT00912041 narecruitingnot on this map

BrainGate2: Feasibility Study of an Intracortical Neural Interface System for Persons With Tetraplegia

TypeinterventionalSponsorLeigh R. Hochberg, MD, PhD.Ran2009 to 2038Enrolled27ConditionsTetraplegia, Spinal Cord Injuries, Amyotrophic Lateral Sclerosis, Brain Stem InfarctionsArmsPlacement of the BrainGate2 sensor(s) into the motor-related cortex
3 · Its place in the literature

Who cites it

25 citing papers in PubMed, 58 citations in OpenAlex.

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  11. Song-like activation of syringeal and respiratory muscles during sleep in canaries.Journal of comparative physiology. A, Neuroethology, sensory, neural, and behavioral physiology · 2025
    Article
  12. Article
  13. Multi-region processing during sleep for memory and cognition.Proceedings of the Japan Academy. Series B, Physical and biological sciences · 2025
    Review
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  15. Review
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  18. Co-occurring ripple oscillations facilitate neuronal interactions between cortical locations in humans.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  19. Mapping sleep's oscillatory events as a biomarker of Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
    Article
  20. Neural reactivation during human sleep.Emerging topics in life sciences · 2023
    Review
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 at 5 institutions in 1 country.

Daniel B RubinCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114 drubin4@mgh.harvard.edu.ORCID https://orcid.org/0000-0001-6982-9587
Tommy HosmanCenter for Neurorestoration and Neurotechnology, Department of Veterans Affairs, Providence, Rhode Island 02908.
Jessica N KelemenCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.
Anastasia KapitonavaCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.
Francis R WillettHughes Medical Institute at Stanford University, Palo Alto, California 94305.
Brian F CoughlinCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.
Eric HalgrenDepartments of Neurosciences and Radiology, University of California at San Diego, La Jolla, California 92093.
Eyal Y KimchiCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.
Ziv M WilliamsDepartment of Neurosurgery, Massachusetts General Hospital, Boston, Massachusetts 02114.
John D SimeralCenter for Neurorestoration and Neurotechnology, Department of Veterans Affairs, Providence, Rhode Island 02908.
Leigh R HochbergCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.
Sydney S CashCenter for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114.ORCID https://orcid.org/0000-0002-4557-6391
Harvard University · USAllen Institute for Brain Science · USMassachusetts General Hospital · USHoward Hughes Medical Institute · USUniversity of California San Diego · US

Funding

Neuroscience Resident Research ProgramR25NS065743 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI CASH, SYDNEY S, WILLIAMS, ZIV · 2009 to 2023
$11.8M
Understanding the Neural Basis of Volitional State through Continuous Recordings in HumansU01NS098968 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI CASH, SYDNEY S · 2016 to 2018
$4.7M
Intuitive, complete neural control of tablet computers for communicationU01DC017844 · NIDCD · BROWN UNIVERSITY · PI HOCHBERG, LEIGH R · 2019 to 2025
$4.3M
High-Bandwidth Wireless Interfaces for Continuous Human Intracortical RecordingUH2NS095548 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI HOCHBERG, LEIGH R, NURMIKKO, ARTO · 2015 to 2019
$3.7M
Neuroscience Resident Research ProgramUE5NS065743 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI SYDNEY S CASH, Ziv Williams · 2024 to 2026
$2.6M
BrainGate: Robust Neural Decoding for Veterans with ALSI01RX002295 · VA · PROVIDENCE VA MEDICAL CENTER · PI HOCHBERG, LEIGH R · 2017 to 2025
–
VA RR&D Center for Neurorestoration and NeurotechnologyI50RX002864 · VA · PROVIDENCE VA MEDICAL CENTER · PI BENJAMIN D GREENBERG, LEIGH R HOCHBERG · 2018 to 2026
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NIDCD NIH HHS U01 DC017844NINDS NIH HHS R25 NS065743NINDS NIH HHS U01 NS098968NINDS NIH HHS UE5 NS065743NINDS NIH HHS UH2 NS095548RRD VA I01 RX002295RRD VA I50 RX002864
6 · The paper itself

Abstract

Consolidation of memory is believed to involve offline replay of neural activity. While amply demonstrated in rodents, evidence for replay in humans, particularly regarding motor memory, is less compelling. To determine whether replay occurs after motor learning, we sought to record from motor cortex during a novel motor task and subsequent overnight sleep. A 36-year-old man with tetraplegia secondary to cervical spinal cord injury enrolled in the ongoing BrainGate brain-computer interface pilot clinical trial had two 96-channel intracortical microelectrode arrays placed chronically into left precentral gyrus. Single- and multi-unit activity was recorded while he played a color/sound sequence matching memory game. Intended movements were decoded from motor cortical neuronal activity by a real-time steady-state Kalman filter that allowed the participant to control a neurally driven cursor on the screen. Intracortical neural activity from precentral gyrus and 2-lead scalp EEG were recorded overnight as he slept. When decoded using the same steady-state Kalman filter parameters, intracortical neural signals recorded overnight replayed the target sequence from the memory game at intervals throughout at a frequency significantly greater than expected by chance. Replay events occurred at speeds ranging from 1 to 4 times as fast as initial task execution and were most frequently observed during slow-wave sleep. These results demonstrate that recent visuomotor skill acquisition in humans may be accompanied by replay of the corresponding motor cortex neural activity during sleep.

Indexed as

AdultBrain-Computer InterfacesCervical VertebraeElectroencephalographyHumansLearningMaleMotor CortexPilot ProjectsQuadriplegiaSleepSpinal Cord Injuriesbrain computer interfacelearningmemoryreplaysleep

Identifiers

PMID35589391
PMCPMC9233445
OpenAlexW4281261175

What OpenQuestion holds

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Read underepoch 390

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.