Literature DB >> 35725741

Characteristics and stability of sensorimotor activity driven by isolated-muscle group activation in a human with tetraplegia.

Robert W Nickl1, Manuel A Anaya1, Tessy M Thomas2, Matthew S Fifer3, Daniel N Candrea2, David P McMullen4, Margaret C Thompson3, Luke E Osborn3, William S Anderson5, Brock A Wester3, Francesco V Tenore3, Nathan E Crone6, Gabriela L Cantarero1, Pablo A Celnik7,8,9.   

Abstract

Understanding the cortical representations of movements and their stability can shed light on improved brain-machine interface (BMI) approaches to decode these representations without frequent recalibration. Here, we characterize the spatial organization (somatotopy) and stability of the bilateral sensorimotor map of forearm muscles in an incomplete-high spinal-cord injury study participant implanted bilaterally in the primary motor and sensory cortices with Utah microelectrode arrays (MEAs). We built representation maps by recording bilateral multiunit activity (MUA) and surface electromyography (EMG) as the participant executed voluntary contractions of the extensor carpi radialis (ECR), and attempted motions in the flexor carpi radialis (FCR), which was paralytic. To assess stability, we repeatedly mapped and compared left- and right-wrist-extensor-related activity throughout several sessions, comparing somatotopy of active electrodes, as well as neural signals both at the within-electrode (multiunit) and cross-electrode (network) levels. Wrist motions showed significant activation in motor and sensory cortical electrodes. Within electrodes, firing strength stability diminished as the time increased between consecutive measurements (hours within a session, or days across sessions), with higher stability observed in sensory cortex than in motor, and in the contralateral hemisphere than in the ipsilateral. However, we observed no differences at network level, and no evidence of decoding instabilities for wrist EMG, either across timespans of hours or days, or across recording area. While map stability differs between brain area and hemisphere at multiunit/electrode level, these differences are nullified at ensemble level.
© 2022. The Author(s).

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Year:  2022        PMID: 35725741      PMCID: PMC9209428          DOI: 10.1038/s41598-022-13436-2

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.996


  54 in total

1.  Reproducibility of primary motor cortex somatotopy under controlled conditions.

Authors:  Hatem Alkadhi; Gerard R Crelier; Sabina Hotz Boendermaker; Xavier Golay; Marie-Claude Hepp-Reymond; Spyros S Kollias
Journal:  AJNR Am J Neuroradiol       Date:  2002-10       Impact factor: 3.825

Review 2.  Optimality principles in sensorimotor control.

Authors:  Emanuel Todorov
Journal:  Nat Neurosci       Date:  2004-09       Impact factor: 24.884

3.  Recording from the same neurons chronically in motor cortex.

Authors:  George W Fraser; Andrew B Schwartz
Journal:  J Neurophysiol       Date:  2011-12-21       Impact factor: 2.714

Review 4.  Mass univariate analysis of event-related brain potentials/fields I: a critical tutorial review.

Authors:  David M Groppe; Thomas P Urbach; Marta Kutas
Journal:  Psychophysiology       Date:  2011-09-06       Impact factor: 4.016

5.  Intracortical Somatosensory Stimulation to Elicit Fingertip Sensations in an Individual With Spinal Cord Injury.

Authors:  Matthew S Fifer; David P McMullen; Luke E Osborn; Tessy M Thomas; Breanne Christie; Robert W Nickl; Daniel N Candrea; Eric A Pohlmeyer; Margaret C Thompson; Manuel A Anaya; Wouter Schellekens; Nick F Ramsey; Sliman J Bensmaia; William S Anderson; Brock A Wester; Nathan E Crone; Pablo A Celnik; Gabriela L Cantarero; Francesco V Tenore
Journal:  Neurology       Date:  2021-12-08       Impact factor: 9.910

Review 6.  Selective activation of human finger muscles after stroke or amputation.

Authors:  Marc H Schieber; C E Lang; K T Reilly; P McNulty; A Sirigu
Journal:  Adv Exp Med Biol       Date:  2009       Impact factor: 2.622

7.  Intra-day signal instabilities affect decoding performance in an intracortical neural interface system.

Authors:  János A Perge; Mark L Homer; Wasim Q Malik; Sydney Cash; Emad Eskandar; Gerhard Friehs; John P Donoghue; Leigh R Hochberg
Journal:  J Neural Eng       Date:  2013-04-10       Impact factor: 5.379

8.  A simple model of optimal population coding for sensory systems.

Authors:  Eizaburo Doi; Michael S Lewicki
Journal:  PLoS Comput Biol       Date:  2014-08-14       Impact factor: 4.475

9.  Neural stimulation and recording performance in human sensorimotor cortex over 1500 days.

Authors:  Christopher L Hughes; Sharlene N Flesher; Jeffrey M Weiss; John E Downey; Michael Boninger; Jennifer L Collinger; Robert A Gaunt
Journal:  J Neural Eng       Date:  2021-08-13       Impact factor: 5.043

10.  Long-term stability of cortical population dynamics underlying consistent behavior.

Authors:  Juan A Gallego; Matthew G Perich; Raeed H Chowdhury; Sara A Solla; Lee E Miller
Journal:  Nat Neurosci       Date:  2020-01-06       Impact factor: 24.884

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