Systematic ReviewResearchPatient Education

Brain-computer interface training may slightly improve upper-limb recovery after stroke

The Cochrane database of systematic reviews (PubMed)Aug 21, 2026

AI-summarized from the linked source. Educational brief, not medical advice.

Brief summary

A Cochrane review found low-certainty evidence that brain-computer interface training may slightly improve upper-extremity motor function versus conventional stroke rehabilitation, while effects on daily function and several other outcomes remain uncertain.

What NurseJet pulled from the source

The review included 43 randomized trials with 1,628 participants. Compared with conventional therapy, brain-computer interface training produced a pooled 4.67-point improvement in upper-extremity motor scores, but evidence certainty was low to very low and activities-of-daily-living effects were uncertain.

Why this matters for nurses

Rehabilitation nurses help patients and families set realistic goals and coordinate therapy across settings. This review supports describing brain-computer interface training as a promising adjunct with limited-certainty evidence, not as a replacement for established rehabilitation.

Bedside takeaway

Frame brain-computer interface training as a possible rehabilitation adjunct; evidence for daily-function benefit remains uncertain.

How This Applies in Practice

Use this when: Teaching or monitoring a patient after stroke who is enrolled in a brain-computer interface rehabilitation program.

On your shift

Confirm the technology is part of the individualized interprofessional rehabilitation plan and clarify the targeted function.
Document participation, tolerance, motor and daily-function measures, and any adverse symptoms using the approved workflow.
Set expectations that evidence suggests a small possible upper-limb benefit but does not establish broad recovery.

Keep in mind: Do not substitute this technology for prescribed conventional rehabilitation. Follow the rehabilitation plan, facility policy, and provider orders.

Key takeaways

Forty-three randomized trials involving 1,628 people after stroke were included.
Versus conventional therapy, brain-computer interface training may slightly improve upper-extremity motor function based on low-certainty evidence.
Effects on activities of daily living were very uncertain, and lower-extremity motor function showed little to no difference in the conventional-therapy comparison.
Risk of bias, small samples, imprecision, and possible publication bias lowered confidence across comparisons.

Practice implications

If brain-computer interface training is part of an ordered rehabilitation program, reinforce the individualized therapy plan and document tolerance, participation, function, and safety concerns. Avoid promising broad motor or daily-function recovery from the technology alone.

Limitations & cautions

Evidence certainty ranged from low to very low. Many trials had unclear or high risk of bias, sample sizes were small, interventions and comparators varied, and adverse-event and activities-of-daily-living findings remained uncertain.
AI-summarized from the linked source. Review the original article before applying to practice.

Citations

Exact source links

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The Cochrane database of systematic reviews (PubMed)

The Cochrane database of systematic reviews (PubMed). Brain-computer interface training for motor recovery after stroke.

Open original source

https://pubmed.ncbi.nlm.nih.gov/42626977/

Professional education only

This summary does not replace clinical judgment, facility policy, provider orders, or official guidelines. Verify practice changes against the original source and local protocol.

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A single-center retrospective cohort found that approximately one quarter of laboratory-defined acute kidney injury cases on internal medicine wards were not documented, particularly when maximal creatinine was lower.

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Among 161 adult hospitalizations meeting serum-creatinine criteria for acute kidney injury, 39 cases (24.2%) were undocumented. Length of stay and in-hospital mortality did not differ significantly by documentation status.

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In the 149 hospitalizations with a demonstrable creatinine change, 33 cases (22.1%) were undocumented.
Higher maximal creatinine was associated with lower adjusted odds of underdocumentation.
The study did not test whether a detection or documentation intervention improves care or outcomes.

Why this matters on shift

A smaller creatinine rise may receive less attention even when it meets the study's laboratory definition of acute kidney injury, which can affect how renal risk is communicated across the inpatient team.

Bedside takeaway

Trend ordered renal-function results and communicate clinically important changes through local escalation and documentation workflows.

Nursing implications

Trend ordered renal-function results and communicate clinically important changes through the care team according to local escalation and documentation workflows.

Limitations & cautions

Abstract-only summary. This was a retrospective, single-center study of 161 hospitalizations; urine-output criteria and reliable preadmission creatinine values were unavailable, and the reference creatinine method may affect case classification.
AI-summarized from the linked source. Review the original article before applying to practice.

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Renal failure (PubMed). Underdocumentation of laboratory-defined acute kidney injury in internal medicine wards: a retrospective cohort study.

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AI-summarized from the linked source. Review the original article before applying to practice.

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A double-blind randomized trial found no reduction in vomiting or faster oral tolerance with intravenous pantoprazole versus placebo in children with acute gastroenteritis and persistent vomiting after ondansetron.

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The trial randomized 100 children. Vomiting episodes and oral tolerance at 6 and 12 hours did not differ significantly, while median hospital stay was 2 days with pantoprazole and 1 day with placebo.

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The median participant age was 14 months, and 67% of participants were male.
Oral tolerance at 12 hours was 86% in both groups.
The longer stay associated with pantoprazole requires cautious interpretation because this was a single-center trial.

Why this matters on shift

The trial does not support empiric intravenous proton-pump inhibition for persistent vomiting in pediatric acute gastroenteritis after ondansetron.

Bedside takeaway

Clarify the indication for empiric acid suppression and keep hydration and oral-tolerance assessment central to care.

Nursing implications

Prioritize the ordered hydration and oral-tolerance plan, document ongoing emesis, and clarify the indication before administering empiric acid suppression.

Limitations & cautions

Abstract-only summary. This was a single-center study of 100 children in Tehran, and the abstract does not describe adverse events or explain why hospitalization was longer in the pantoprazole group.
AI-summarized from the linked source. Review the original article before applying to practice.

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European heart journal (PubMed)Sep 6, 2026Research Article

In the pragmatic TARGET-D randomized trial, vitamin D dosing titrated to a serum target did not significantly reduce the composite of death, recurrent myocardial infarction, heart-failure hospitalization, or stroke after myocardial infarction.

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At baseline, 87% of participants had a 25-hydroxyvitamin D level of 40 ng/mL or lower.
The primary composite outcome and the individual outcomes of death, heart-failure hospitalization, and stroke were not significantly different.
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Why this matters on shift

The trial cautions against presenting targeted vitamin D supplementation as a proven strategy for reducing major cardiovascular events after myocardial infarction.

Bedside takeaway

Present vitamin D as prescribed supplementation, not as a replacement for established post-MI secondary prevention.

Nursing implications

Reinforce the prescribed secondary-prevention plan and avoid implying that vitamin D replaces therapies with established post-MI benefit.

Limitations & cautions

Abstract-only summary. The trial included 630 participants, 78.1% were men, the primary confidence interval included benefit and no benefit, and individual secondary outcomes were not the primary endpoint.
AI-summarized from the linked source. Review the original article before applying to practice.

Citations · exact source links

European heart journal (PubMed). Targeted vitamin D supplementation and major adverse cardiovascular events after myocardial infarction: the TARGET-D trial.

Open original sourceFull brief

AI-summarized from the linked source. Review the original article before applying to practice.

How This Applies in Practice

Key takeaways

Practice implications

Limitations & cautions

Exact source links

More updates for this clinical area

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