PTCase SeriesJournal of neuroengineering and rehabilitation2024

Time synchronization between parietal-frontocentral connectivity with MRCP and gait in post-stroke bipedal tasks.

Chun-Ren Phang, Kai-Hsiang Su, Yuan-Yang Cheng and 2 others

PMID 38872209

WHAT IT FOUND

In ten post-stroke patients, brain connectivity measured by EEG changed around voluntary knee movement and could classify left or right foot intent with 75.1% accuracy in a 200 ms window before movement started.

Key findings

01Across ten patients, average accuracy for classifying left or right foot movement was 75.1% in a 200 ms window before movement started, compared with 49.7% during preparation and 72.5% during movement.

02All ten patients showed significant increases in parietal-frontocentral connectivity during hemiplegic foot preparation and execution, and significant differences were reported for P3-FC4 and P3-C4.

03Hemiplegic foot movement produced greater EEG desynchronization than nonhemiplegic foot movement in all patients, but the difference was not statistically significant.

STILL TO COME

How it was doneWhat they foundWhat it means for PTs

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What it does not show

Only ten post-stroke patients were analysed, so individual brain patterns could vary widely. Four patients were excluded because they were exhausted or because their shoulder touched the EEG reference electrodes, which may leave a more tolerant group. All analysed patients could actively move their hemiplegic limbs and were Brunnstrom stage III to V, so this says little about more severely impaired patients. One patient had no available Brunnstrom stage because previous health records were not available. The experiment lasted 17 min and used cued knee extension and flexion, not a real rehabilitation session or walking task. No functional outcome, walking measure, or recovery outcome was tested, so the paper does not show that any intervention helped patients. The relationship between connectivity and knee angle was inconsistent during movement execution, and one patient started movement before the cue.

Declared interests

The supplied metadata lists research support from a non-U.S. government, but the article text does not provide a funding or conflict-of-interest declaration.

The easy way to misread this

Do not conclude that EEG connectivity or brain-controlled exoskeletons improve walking after stroke. This was a ten-patient lab study of movement preparation and execution, and it did not test a rehabilitation intervention or patient outcomes.

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