Evidence map›Paper›PMID 37425691›Full record

ArticlemedRxiv : the preprint server for health sciences2023

EMG-projected MEG High-Resolution Source Imaging of Human Motor Execution: Brain-Muscle Coupling above Movement Frequencies.

Ming-Xiong Huang, Deborah L Harrington, Annemarie Angeles-Quinto, Zhengwei Ji, Ashley Robb-Swan, Charles W Huang, Qian Shen, Hayden Hansen, Jared Baumgartner, Jaqueline Hernandez-Lucas and 9 more

Open access · greenAbstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2023. 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, 1 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

19 authors at 3 institutions in 1 country.

Ming-Xiong HuangRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Deborah L HarringtonRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Annemarie Angeles-QuintoDepartment of Radiology, University of California, San Diego, CA, USA.
Zhengwei JiDepartment of Radiology, University of California, San Diego, CA, USA.
Ashley Robb-SwanDepartment of Radiology, University of California, San Diego, CA, USA.
Charles W HuangDepartment of Bioengineering, Stanford University, Stanford, CA, USA.
Qian ShenDepartment of Radiology, University of California, San Diego, CA, USA.
Hayden HansenDepartment of Radiology, University of California, San Diego, CA, USA.
Jared BaumgartnerRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Jaqueline Hernandez-LucasRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Sharon NicholsDepartment of Neurosciences, University of California, San Diego, CA, USA.
Joanna JacobusDepartment of Psychiatry, University of California, San Diego, CA, USA.
Tao SongDepartment of Radiology, University of California, San Diego, CA, USA.
Imanuel LermanRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Maksim BazhenovDepartment of Medicine, University of California, San Diego, CA, USA.
Giri P KrishnanDepartment of Medicine, University of California, San Diego, CA, USA.
Dewleen G BakerRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
Ramesh RaoDepartment of Electrical and Computer Engineering, University of California, San Diego, CA, USA.
Roland R LeeRadiology, Research, and Psychiatry Services, VA San Diego Healthcare System, San Diego, CA, USA.
University of California San Diego · USVA San Diego Healthcare System · USStanford University · US

Funding

Integrated Biophysical and Neural Model of Electrical Stimulation EffectsR01NS109553 · NINDS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI BAZHENOV, MAKSIM V, HALGREN, ERIC · 2019 to 2023
$4.4M
Implications of cannabis use and cumulative adversity exposure for brain structure and function in young adults living with HIV.R01DA047906 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI FENNEMA-NOTESTINE, CHRISTINE, NICHOLS, SHARON L · 2019 to 2023
$3.5M
Cannabis and Nicotine Co-Use Influences on Protracted Development of Neural Structure and FunctionR01DA054106 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Joanna Jacobus · 2021 to 2026
$3.2M
Multiscale modeling and large-scale recordings of trauma-induced epileptogenesisR01NS104368 · NINDS · SALK INSTITUTE FOR BIOLOGICAL STUDIES · PI SEJNOWSKI, TERRENCE J · 2018 to 2022
$3.1M
Diagnostic Machine Learning Algorithm to Identify MEG Features of Mild TBI and Comorbid PTSDI01CX002035 · VA · VA SAN DIEGO HEALTHCARE SYSTEM · PI HUANG, MINGXIONG · 2020 to 2023
–
Passive electrical neurofeedback treatment of mTBI: MEG and Behavioral OutcomesI01RX001988 · VA · VA SAN DIEGO HEALTHCARE SYSTEM · PI HUANG, MINGXIONG · 2018 to 2022
–
Cognition in Parkinson's DiseaseI01CX000146 · VA · VA SAN DIEGO HEALTHCARE SYSTEM · PI HARRINGTON, DEBORAH LYNN · 2009 to 2021
–
Neuroimaging Investigation of mTBI and its Potentiation of PTSD in VeteransI01CX000499 · VA · VA SAN DIEGO HEALTHCARE SYSTEM · PI HUANG, MINGXIONG · 2012 to 2019
–
CSRD VA I01 CX000146CSRD VA I01 CX000499CSRD VA I01 CX002035NIDA NIH HHS R01 DA047906NIDA NIH HHS R01 DA054106NINDS NIH HHS R01 NS104368NINDS NIH HHS R01 NS109553RRD VA I01 RX001988
6 · The paper itself

Abstract

Magnetoencephalography (MEG) is a non-invasive functional imaging technique for pre-surgical mapping. However, movement-related MEG functional mapping of primary motor cortex (M1) has been challenging in presurgical patients with brain lesions and sensorimotor dysfunction due to the large numbers of trails needed to obtain adequate signal to noise. Moreover, it is not fully understood how effective the brain communication is with the muscles at frequencies above the movement frequency and its harmonics. We developed a novel Electromyography (EMG)-projected MEG source imaging technique for localizing M1 during ~1 minute recordings of left and right self-paced finger movements (~1 Hz). High-resolution MEG source images were obtained by projecting M1 activity towards the skin EMG signal without trial averaging. We studied delta (1-4 Hz), theta (4-7 Hz), alpha (8-12 Hz), beta (15-30 Hz), and gamma (30-90 Hz) bands in 13 healthy participants (26 datasets) and two presurgical patients with sensorimotor dysfunction. In healthy participants, EMG-projected MEG accurately localized M1 with high accuracy in delta (100.0%), theta (100.0%), and beta (76.9%) bands, but not alpha (34.6%) and gamma (0.0%) bands. Except for delta, all other frequency bands were above the movement frequency and its harmonics. In both presurgical patients, M1 activity in the affected hemisphere was also accurately localized, despite highly irregular EMG movement patterns in one patient. Altogether, our EMG-projected MEG imaging approach is highly accurate and feasible for M1 mapping in presurgical patients. The results also provide insight into movement related brain-muscle coupling above the movement frequency and its harmonics.

Indexed as

corticokinematic couplingcorticomuscular couplingElectromyographyMagnetoencephalographyprimary motortheta band

Identifiers

PMID37425691
PMCPMC10327237
OpenAlexW4382516801

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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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.