Evidence map›Paper›PMID 41286920›Full record

SynthesisJournal of neuroengineering and rehabilitation2025

The impact of non-invasive brain-computer interface technology on the therapeutic effect of patients with spinal cord injury: a summary of evidence based on meta-analysis.

Zhuojing Sun, Song Hu, Jiaju Zhu, Zijun Ye, Mingchen Ma, Guodong Ma

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Journal of neuroengineering and rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Brain-computer interface: an update for the clinicians.Frontiers in human neuroscience · 2026
    Review
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

6 authors.

Zhuojing SunGraduate School, Jilin Sport University, Changchun, 130022, Jilin, China.
Song HuDepartment of Sports Rehabilitation, Pukyong National University, Busan, 48513, Republic of Korea.
Jiaju ZhuSchool of Physical Education, Northeast Normal University, Changchun, 130024, Jilin, China.
Zijun YeCollege of Life and Health Sciences, The Chinese University of Hong Kong, Hong Kong, 518172, China.
Mingchen MaGraduate School, Jilin Sport University, Changchun, 130022, Jilin, China.
Guodong MaHuman Movement Science College, Jilin Sport University, Changchun, 130022, Jilin, China. 597942642@qq.com.

Funding

Graduate Student Research and Innovation Fund of Jilin Sport University No. YC2024022Social Science Foundation of Jilin Province No. 2019B122
6 · The paper itself

Abstract

backgroundThe objective of this study is to systematically evaluate the effects of non-invasive brain-computer interface technology on motor and sensory functions and daily living abilities of patients with spinal cord injuries. In addition, the study will investigate the related modifying factors. Ultimately, the study will provide evidence-based recommendations for clinical practice.

methodsA systematic search was conducted on PubMed, Web of Science, Scopus, Wiley Online Library, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang Data Resource System, and VIP Database for relevant literature from database inception to February 2025. The quality of the studies was assessed using Review Manager 5.4, with the risk of bias visually represented. The presence of publication bias was assessed through the utilization of the "metafor" package (version 4.6-0) in R (version 4.4.1). The certainty of the evidence was evaluated using the GRADE framework.

resultsA total of 9 papers were included, including 4 randomized controlled trials and 5 self-controlled trials with 109 spinal cord injury patients. Compared with the control group, the non-invasive brain-computer interface intervention had a significant impact on patients' motor function (SMD = 0.72, 95% CI: [0.35,1.09], P < 0.01, I

conclusionAs far as the existing literature is concerned, non-invasive brain-computer interface technology shows the potential to improve motor and sensory functioning as well as the ability to perform activities of daily living in patients with spinal cord injury. However, the conclusions are preliminary and hypothetical, and as the current evidence for non-invasive BCI interventions for people with spinal cord injury remains limited, this paper does not recommend the application of the conclusions to clinical practice until future large-sample RCTs.

Indexed as

Brain-Computer InterfacesSpinal Cord InjuriesActivities of Daily LivingHumans

Identifiers

PMID41286920
PMCPMC12642192

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.