Evidence map›Paper›PMID 38541720›Full record

ArticleLife (Basel, Switzerland)2024

Activation of a Rhythmic Lower Limb Movement Pattern during the Use of a Multimodal Brain-Computer Interface: A Case Study of a Clinically Complete Spinal Cord Injury.

Carla Pais-Vieira, José Gabriel Figueiredo, André Perrotta, Demétrio Matos, Mafalda Aguiar, Júlia Ramos, Márcia Gato, Tânia Poleri, Miguel Pais-Vieira

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Life (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07732868 (Brain Information Transfer Dynamics and Neurorehabilitation Effects of a Virtual Reality-based Brain-Machine Interface Protocol in Spinal Cord Injury), which is not on this map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
3.8field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07732868 naenrolling by invitationnot on this mapstarted 2025, after this paper: background citation

Brain Information Transfer Dynamics and Neurorehabilitation Effects of a Virtual Reality-based Brain-Machine Interface Protocol in Spinal Cord Injury

TypeinterventionalSponsorJosé Gabriel da Silva FigueiredoRan2025 to 2028Enrolled20ConditionsSpinal Cord Injury, Able Bodied, Traumatic Spinal Cord Injuries, Paraplegia, SpinalArmsBrain-Machine Interface
3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Brain-computer interface: an update for the clinicians.Frontiers in human neuroscience · 2026
    Review
  6. Article
  7. Capturing the Electrical Activity of all Cortical Neurons: Are Solutions Within Reach?Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 1 country.

Carla Pais-VieiraCenter for Interdisciplinary Research in Health (CIIS), Faculty of Health Sciences and Nursing, Portuguese Catholic University, 4169-005 Porto, Portugal.
José Gabriel FigueiredoInstitute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0002-3655-473X
André PerrottaCentre for Informatics and Systems of the University of Coimbra (CISUC), 3030-290 Coimbra, Portugal.ORCID 0000-0003-2953-0585
Demétrio MatosResearch Institute for Design, Media and Culture, Polytechnic Institute of Cávado and Ave, 4750-299 Barcelos, Portugal.ORCID 0000-0003-4417-6115
Mafalda AguiarInstitute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0009-0002-7875-6492
Júlia RamosInstitute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0003-3350-8479
Márcia GatoInstitute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal.
Tânia PoleriPlano de Ação para o Apoio aos Deficientes Militares, 4405-029 Vila Nova de Gaia, Portugal.
Miguel Pais-VieiraInstitute of Biomedicine (iBiMED), Department of Medical Sciences, University of Aveiro, 3810-193 Aveiro, Portugal.ORCID 0000-0002-1398-9060
University of Aveiro · PTPolytechnic Institute of Cávado and Ave · PTUniversidade Católica Portuguesa · PTUniversity of Coimbra · PT

Funding

Bial (Portugal) 95/2016European Union's Horizon 2020 Research and Innovation Programme, via an Open Call issued and executed under Project EUROBENCH (grant agreement No. 779963) Thertact-Fb and Thertact- NEXT (grant agreement No. 779963)Fundação para a Ciência e Tecnologia UIDP/04501/2020, UIDB/04279/2020, FCT/IF/00098/2015, project CISUC -UID/CEC/00326/2020, and via the doctoral scholarship 2023.02051.BDSANTA CASA Prémios Neurociências Melo e Castro MC-12-2018
6 · The paper itself

Abstract

Brain-computer interfaces (BCIs) that integrate virtual reality with tactile feedback are increasingly relevant for neurorehabilitation in spinal cord injury (SCI). In our previous case study employing a BCI-based virtual reality neurorehabilitation protocol, a patient with complete T4 SCI experienced reduced pain and emergence of non-spastic lower limb movements after 10 sessions. However, it is still unclear whether these effects can be sustained, enhanced, and replicated, as well as the neural mechanisms that underlie them. The present report outlines the outcomes of extending the previous protocol with 24 more sessions (14 months, in total). Clinical, behavioral, and neurophysiological data were analyzed. The protocol maintained or reduced pain levels, increased self-reported quality of life, and was frequently associated with the appearance of non-spastic lower limb movements when the patient was engaged and not experiencing stressful events. Neural activity analysis revealed that changes in pain were encoded in the theta frequency band by the left frontal electrode F3. Examination of the lower limbs revealed alternating movements resembling a gait pattern. These results suggest that sustained use of this BCI protocol leads to enhanced quality of life, reduced and stable pain levels, and may result in the emergence of rhythmic patterns of lower limb muscle activity reminiscent of gait.

Indexed as

brain–computer interfacecentral gait pattern generatormultimodal stimulationspinal cord injuryvirtual reality

Identifiers

PMID38541720
PMCPMC10971604
OpenAlexW4392926221

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.