Background Modern stroke rehabilitation integrates exercise therapy, occupational therapy, and other technological interventions. This study investigated the short-term intervention effect of brain-computer interface (BCI) training based on visual and motor feedback on cognition, psychology, limb movement, and brain function in convalescent stroke patients with hemiplegia.
Methods: Convalescent stroke patients with hemiplegia (n=98) were randomly assigned to one of three groups: conventional exercise rehabilitation (Control), conventional exercise + conventional motor imagery (MI), and conventional exercise + BCI-based MI (BCI) groups, while MI and BCI patients imagined the upper limb swimming and lower limb cycling during the rehabilitation, and treated for six times a week for two weeks. The training effects were evaluated by the mini-mental state examination (MMSE), Hamilton Depression Scale (HAM-D), Fugl-Meyer Assessment (FMA), six min walking distance (6MWD), modified Barthel index (MBI),and transcranial magnetic stimulator before and after the intervention.
Results: (1) After intervention: All indicators of the three groups were significantly improved compared with those before intervention(P<0.05) except for the MEP amplitude in Control group and MI group. (2) Differences before and after intervention: All items in BCI group were the largest in the three groups, in which MMSE, HAMD, and FMA items in BCI group were significantly different from those in the other two groups(P<0.05), and the MEP latency in BCI group was significantly different from that in MI group(P<0.05).
Conclusion: This randomized controlled trial demonstrated that all three types of interventions could significantly improve convalescent stroke patients with hemiplegia, while BCI-based MI training with both visual and motor feedback was a better choice for clinical rehabilitation of patients to recover cognition, psychology,and limb movement. Mechanistically, BCI-based MI training also improved the excitability of the non-lesional cerebral hemisphere and the conductivity of the descending neural pathway.