OtherJournal of neuroengineering and rehabilitation2026

Mental tasks induce common modulations of oscillations in cortex and spinal cord.

Patrick Ofner, Dario Farina, Carsten Mehring

PMID 42436562

WHAT IT FOUND

Mental tasks performed during a steady foot contraction changed brain rhythms and the firing of spinal motor neurons in the same direction, strongest around 30 Hz.

Which task could be decoded from the motor neurons at 30%, barely above the 25% chance level.

Key findings

01Brain rhythms recorded over the sensorimotor cortex and the summed firing of spinal motor neurons changed in the same direction when a mental task was added, and the link was strongest at each person's own peak frequency of common synaptic input (mean task correlation 0.33 there, against 0.06 averaged over the wider band).

02Which task a person was performing could be identified from the motor neuron signal at 30% mean accuracy against a 25% chance level, and from EEG at 37%.

03The task-related change in motor neuron bandpower was not fully explained by the small differences in foot force between tasks.

STILL TO COME

How it was doneWhat they found

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What it does not show

Fifteen healthy adults in a single laboratory doing a fixed, low-force foot contraction. No patients were studied and no clinical outcome was measured, so nothing here says whether any of this helps anyone. Producing the motor neuron signal requires the person to activate a muscle voluntarily, because the signal is derived from muscle recordings during the contraction. Correlating power cannot show which way information flows. The authors also cannot rule out that the brain and motor neuron signals are both driven by a third, possibly subcortical, source. The analysis that separates the task effect from force assumes the relationship between them is linear and additive. The task correlations were computed from only four data points per participant, which the authors acknowledge makes them noisy, and is why they tested across participants. Not every participant showed a clear EEG spatial pattern, which the authors attribute to noise in the EEG and imperfect transmission of the oscillations to motor neurons.

Declared interests

The funding and conflicts of interest section names only the University of Freiburg as funder. Nothing else about funding or competing interests appears in the text provided. The methods name several commercial devices (electrode grids, amplifiers, the dynamometer and analysis software).

The easy way to misread this

Do not read this as evidence that motor imagery or a mind-controlled device changes anything for patients. The participants were 15 healthy adults and nothing was measured about pain, function or recovery. The mental tasks could be identified from spinal motor neuron activity at 30% against a 25% chance level, and the authors state that a substantial improvement is needed before this could be used as a control signal.

Summarised by AI from the full paper, without a clinician reviewing it. Check it against the source before it changes what you do. Read it on PubMed →


The study

Participants
15
Certainty of evidence
Low

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    Patrick Ofner, Dario Farina, Carsten Mehring Mental tasks induce common modulations of oscillations in cortex and spinal cord. Journal of neuroengineering and rehabilitation. 2026.

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