Lower limb muscle activity during neurointerface control: neurointerface based on motor imagery of feet dorsiflexion
Dublin Core | Metadados PKP | Metadados do documento | |
1. | Título | Título do documento | Lower limb muscle activity during neurointerface control: neurointerface based on motor imagery of feet dorsiflexion |
2. | Autor principal | Autor, estabelecimento, país | V. Reshetnikova; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | E. Bobrova; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | A. Grishin; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | E. Vershinina; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | I. Bogacheva; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | N. Chsherbakova; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
2. | Autor principal | Autor, estabelecimento, país | M. Isaev; Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences; Institute of Translational Medicine of Pirogov of Russian National Research Medical University; Rússia |
2. | Autor principal | Autor, estabelecimento, país | P. Bobrov; Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences; Institute of Translational Medicine of Pirogov of Russian National Research Medical University; Rússia |
2. | Autor principal | Autor, estabelecimento, país | Yu. Gerasimenko; Pavlov Institute of Physiology, Russian Academy of Sciences; Rússia |
3. | Assunto | Disciplinas | |
3. | Assunto | Palavras-chave | neurointerface; BCI; mechanical training device; EMG; motor imagery; feet dorsiflexion |
4. | Descrição | Resumo | Neurorehabilitation of motor functions using a neurointerface (BCI) with feedback is a modern promising area of research. However, there is very little data on muscle activity during the motor imagery of lower limb – an important aspect of rehabilitation. The EMG activity of the lower limb muscles was studied in 42 healthy participants which control BCI, based on kinesthetic motor imagery of dorsiflexion of the feet and supplemented by a robotic device for moving the limbs “Biokin” (mechanotherapy), activated in case of successful motor imagery. It is shown that BCI control leads to an increase in the activity (averaged all over the participants) of the muscle, whose movement provides an imaginary movement in reality – the tibialis anterior (TA). In addition, the activity of the gastrocnemius muscle – the antagonist of TA – increases, which is apparently associated with the instruction to imagine, but not to make a movement. Activation of the mechanical training device (AM) additionally increases TA EMG (up to 100-200%) and weakly but significantly (by 3–5%) reduces the activity of the thigh muscles (quadriceps and left biceps). Therefore, AM increases the targeting of the downward signal that occurs during the motor imagery. Muscle reactions to the motor imagery are individual. Thus, the use of BCI based on the motor imagery of dorsiflexion of the feet and the use of the mechanical training device, which ensures the closure of the feedback loop when imagining this movement, contributes to the targeted activation of TA – the muscle that provides dorsiflexion of the foot, which is important for the clinical rehabilitation of paretic foot movements. |
5. | Editor | Organizador, cidade | The Russian Academy of Sciences |
6. | Contributor | Patrocinadores | |
7. | Data | (DD-MM-AAAA) | 01.06.2025 |
8. | Tipo | Tipo ou gênero da pesquisa | Artigo avaliado por pares |
8. | Tipo | Tipo | Artigo científico |
9. | Formato | Formato do arquivo | |
10. | Identificador | Identificador universal, URI | https://consilium.orscience.ru/0044-4677/article/view/685027 |
10. | Identificador | Digital Object Identifier (DOI) | 10.31857/S0044467725030041 |
11. | Fonte | Revista/Conferêcia, tomo, número (ano) | Zhurnal Vysshei Nervnoi Deyatelnosti Imeni I.P. Pavlova; Volume 75, Nº 3 (2025) |
12. | Língua | Russian=ru, English=en | ru |
13. | Relação | Arquivos suplementares |
Fig. 1. Example of EMG activity of muscles of one of the subjects during motor imagery of foot dorsiflexion under conditions of neurointerface control without (a) and with (б) activation of the mechanical training device. By abscissa: time. By ordinate: at the bottom – instructions to the subject (bold line) remain at rest (low step), motor imagery of left foot dorsiflexion (medium step), motor imagery of right foot dorsiflexion (high step) and current value of accuracy of brain signal classification (thin line); above – trajectory of movements in the ankle joint of left leg and right leg during activation of the mechanical training device; on top – EMG activity of muscles VL (Vastus lateralis), BF (Biceps femoris), TA (tibialis anterior) and Gs (gastrocnemius) of the right leg (first four signals) and of the left leg (next four signals). (242KB) Fig. 2. Individual characteristics of EMG activity of all studied muscles of the lower extremities during motor imagery of ipsilateral foot dorsiflexion using a neurointerface without (on the left) and with (on the right) activation of the mechanical training device. Rows: subjects, columns: muscles. Black rectangles indicate the presence of burst activity, light gray rectangles indicate tonic activity, dark gray rectangles indicate both burst and tonic activity. Bottom row: number of subjects who had any type of EMG activity (burst and/or tonic) in the corresponding muscle. The muscle designations are the same as in Fig. 1. (370KB) Fig. 3. Average EMG activity of the muscles (μV) of the tibialis anterior, gastrocnemius, vastus lateralis and biceps femoris on the right leg and left one at rest (gray columns) and during motor imagery of dorsiflexion of right foot (ПС) (black columns) or left foot (ЛС) (white columns) when controlling the neurointerface without and with activation of the mechanical training device. The asterisk (*) indicates differences between the EMG activity values that are significant when introducing the Bonferroni correction; in the case of a tendency towards significance, the p value is indicated. (118KB) Fig. 4. Pleiades reflecting the results of factor and correlation (by Spearman criterion) analysis of the average EMG activity of the tibialis anterior (TA), gastrocnemius (Gs), vastus lateralis (VL) and biceps femoris (BF) muscles of the right (R) and left (L) legs during control of the neurointerface based on motor imagery of the left or right foot dorsiflexion, without and with activation of the mechanical training device. The muscle names in bold are included in the 1st factor determined by factor analysis, in italics – in the 2nd factor. Black solid lines reflect significant correlations between the EMG activity of the muscles included in the 1st factor, black dotted lines – included in the 2nd factor, gray dashed-dotted lines – not included in any of the components. All correlation links shown in the figure are significant, and the thickness of the lines reflects the value of the correlation coefficient (the higher it is, the thicker the line). (404KB) |
14. | Cobertura | Abrangência espacial e temporal, metodologia de pesquisa | |
15. | Direitos Autorais | Direitos Autorais e Licenças |
Declaração de direitos autorais © Russian Academy of Sciences, 2025 |