Hebbian priming of human spinal motor learning

Research output: Working paperPreprintResearch

Standard

Hebbian priming of human spinal motor learning. / Bjørndal, Jonas Rud; Beck, Mikkel Malling; Jespersen, Lasse; Christiansen, Lasse; Lundbye-Jensen, Jesper.

bioRxiv, 2023. p. 1-19.

Research output: Working paperPreprintResearch

Harvard

Bjørndal, JR, Beck, MM, Jespersen, L, Christiansen, L & Lundbye-Jensen, J 2023 'Hebbian priming of human spinal motor learning' bioRxiv, pp. 1-19. https://doi.org/10.1101/2023.02.17.528541

APA

Bjørndal, J. R., Beck, M. M., Jespersen, L., Christiansen, L., & Lundbye-Jensen, J. (2023). Hebbian priming of human spinal motor learning. (pp. 1-19). bioRxiv. https://doi.org/10.1101/2023.02.17.528541

Vancouver

Bjørndal JR, Beck MM, Jespersen L, Christiansen L, Lundbye-Jensen J. Hebbian priming of human spinal motor learning. bioRxiv. 2023 Feb 18, p. 1-19. https://doi.org/10.1101/2023.02.17.528541

Author

Bjørndal, Jonas Rud ; Beck, Mikkel Malling ; Jespersen, Lasse ; Christiansen, Lasse ; Lundbye-Jensen, Jesper. / Hebbian priming of human spinal motor learning. bioRxiv, 2023. pp. 1-19

Bibtex

@techreport{cb116b20e0254854aed33ff607f50558,
title = "Hebbian priming of human spinal motor learning",
abstract = "Learning or relearning of motor skills requires plasticity in relevant neural circuits. Motor recovery following lesions to the corticospinal system can be augmented through neuromodulation techniques targeting the affected or compensatory neural circuits. By repeatedly pairing transcranial magnetic stimulation of the primary motor cortex (M1) and motoneuronal electrical stimulation (i.e., paired corticomotoneuronal stimulation, PCMS) timed to arrive at the corticomotoneuronal (CM) synapses in close temporal proximity, spike-timing-dependent bidirectional changes in CM transmission can be induced in humans (Taylor & Martin, 2009). PCMS-induced increases in CM transmission have been demonstrated to transiently improve motor control in patients with spinal cord injury (Bunday & Perez 2012), whereas effects on the malleability of neural circuits are entirely unexplored. We hypothesized that PCMS can prime mechanisms of subsequent motor learning exclusively when directed to the neural circuitry underpinning the motor behavior. In three experiments, we provide the first evidence ({\textquoteleft}Experiment I{\textquoteright}) and a double-blinded, sham-controlled replication ({\textquoteleft}Experiment II{\textquoteright}) that PCMS targeting the spinal CM synapses can prime subsequent learning of rapid finger movements relying on spinal neuroplasticity. Finally, we demonstrate that the effects of PCMS are circuit-specific and bidirectional. When PCMS was timed to arrive at a facilitatory interval in M1 but an inhibitory interval at the CM synapses subsequent learning was transiently impeded ({\textquoteleft}Experiment III{\textquoteright}). Taken together, our results provide proof-of-principle that non-invasively induced plasticity governed by Hebbian learning rules interacts with experience-dependent plasticity in the spinal cord with positive implications for motor learning. Our results offer a mechanistic rationale for priming sensorimotor training with individualized PCMS to enhance the effects of motor practice in neurorehabilitation.",
keywords = "Faculty of Science, Plasticity, Neuroplasticity, Hebbian plasticity, Hebbian priming, Motor learning, Paired stimulation, Transcranial magnetic stimulation",
author = "Bj{\o}rndal, {Jonas Rud} and Beck, {Mikkel Malling} and Lasse Jespersen and Lasse Christiansen and Jesper Lundbye-Jensen",
note = "(Preprint)",
year = "2023",
month = feb,
day = "18",
doi = "10.1101/2023.02.17.528541",
language = "English",
pages = "1--19",
publisher = "bioRxiv",
type = "WorkingPaper",
institution = "bioRxiv",

}

RIS

TY - UNPB

T1 - Hebbian priming of human spinal motor learning

AU - Bjørndal, Jonas Rud

AU - Beck, Mikkel Malling

AU - Jespersen, Lasse

AU - Christiansen, Lasse

AU - Lundbye-Jensen, Jesper

N1 - (Preprint)

PY - 2023/2/18

Y1 - 2023/2/18

N2 - Learning or relearning of motor skills requires plasticity in relevant neural circuits. Motor recovery following lesions to the corticospinal system can be augmented through neuromodulation techniques targeting the affected or compensatory neural circuits. By repeatedly pairing transcranial magnetic stimulation of the primary motor cortex (M1) and motoneuronal electrical stimulation (i.e., paired corticomotoneuronal stimulation, PCMS) timed to arrive at the corticomotoneuronal (CM) synapses in close temporal proximity, spike-timing-dependent bidirectional changes in CM transmission can be induced in humans (Taylor & Martin, 2009). PCMS-induced increases in CM transmission have been demonstrated to transiently improve motor control in patients with spinal cord injury (Bunday & Perez 2012), whereas effects on the malleability of neural circuits are entirely unexplored. We hypothesized that PCMS can prime mechanisms of subsequent motor learning exclusively when directed to the neural circuitry underpinning the motor behavior. In three experiments, we provide the first evidence (‘Experiment I’) and a double-blinded, sham-controlled replication (‘Experiment II’) that PCMS targeting the spinal CM synapses can prime subsequent learning of rapid finger movements relying on spinal neuroplasticity. Finally, we demonstrate that the effects of PCMS are circuit-specific and bidirectional. When PCMS was timed to arrive at a facilitatory interval in M1 but an inhibitory interval at the CM synapses subsequent learning was transiently impeded (‘Experiment III’). Taken together, our results provide proof-of-principle that non-invasively induced plasticity governed by Hebbian learning rules interacts with experience-dependent plasticity in the spinal cord with positive implications for motor learning. Our results offer a mechanistic rationale for priming sensorimotor training with individualized PCMS to enhance the effects of motor practice in neurorehabilitation.

AB - Learning or relearning of motor skills requires plasticity in relevant neural circuits. Motor recovery following lesions to the corticospinal system can be augmented through neuromodulation techniques targeting the affected or compensatory neural circuits. By repeatedly pairing transcranial magnetic stimulation of the primary motor cortex (M1) and motoneuronal electrical stimulation (i.e., paired corticomotoneuronal stimulation, PCMS) timed to arrive at the corticomotoneuronal (CM) synapses in close temporal proximity, spike-timing-dependent bidirectional changes in CM transmission can be induced in humans (Taylor & Martin, 2009). PCMS-induced increases in CM transmission have been demonstrated to transiently improve motor control in patients with spinal cord injury (Bunday & Perez 2012), whereas effects on the malleability of neural circuits are entirely unexplored. We hypothesized that PCMS can prime mechanisms of subsequent motor learning exclusively when directed to the neural circuitry underpinning the motor behavior. In three experiments, we provide the first evidence (‘Experiment I’) and a double-blinded, sham-controlled replication (‘Experiment II’) that PCMS targeting the spinal CM synapses can prime subsequent learning of rapid finger movements relying on spinal neuroplasticity. Finally, we demonstrate that the effects of PCMS are circuit-specific and bidirectional. When PCMS was timed to arrive at a facilitatory interval in M1 but an inhibitory interval at the CM synapses subsequent learning was transiently impeded (‘Experiment III’). Taken together, our results provide proof-of-principle that non-invasively induced plasticity governed by Hebbian learning rules interacts with experience-dependent plasticity in the spinal cord with positive implications for motor learning. Our results offer a mechanistic rationale for priming sensorimotor training with individualized PCMS to enhance the effects of motor practice in neurorehabilitation.

KW - Faculty of Science

KW - Plasticity

KW - Neuroplasticity

KW - Hebbian plasticity

KW - Hebbian priming

KW - Motor learning

KW - Paired stimulation

KW - Transcranial magnetic stimulation

U2 - 10.1101/2023.02.17.528541

DO - 10.1101/2023.02.17.528541

M3 - Preprint

SP - 1

EP - 19

BT - Hebbian priming of human spinal motor learning

PB - bioRxiv

ER -

ID: 336747810