Evidence map›Paper›PMID 42877231›Full record

ReviewCureus2026

Quantitative Neuromuscular Monitoring in General Anesthesia: A Systematic Review of Recovery and Safety Outcomes.

Ajay Pesala, Thinless Angmo, Gokul Krishnan S, Sonik G Shah, Palak Shah, Shivali Pandey

Abstract readReview
In one paragraph

Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Ajay PesalaDepartment of Anaesthesia and Critical Care, Magna Mother and Child Hospital, Rajahmundry, IND.
Thinless AngmoDepartment of Anaesthesia, Atal Bihari Vajpayee Institute of Medical Sciences (ABVIMS) and Dr. Ram Manohar Lohia Hospital, New Delhi, IND.
Gokul Krishnan SDepartment of Anaesthesia, Kasturba Medical College, Manipal, IND.
Sonik G ShahDepartment of Anaesthesia, Dr. N.D. Desai Faculty of Medical Science and Research Centre, Dharmsinh Desai University, Nadiad, IND.
Palak ShahDepartment of Pharmacology, Smt. B. K. Shah Medical Institute and Research Centre, Sumandeep Vidyapeeth, Vadodara, IND.
Shivali PandeyDepartment of Anaesthesia, Maharani Laxmi Bai Medical College, Jhansi, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Quantitative neuromuscular monitoring is increasingly used during general anesthesia to confirm recovery after neuromuscular blocking agents (NMBAs) and reduce postoperative respiratory risk. Residual neuromuscular blockade remains a preventable concern, yet monitoring practices, device performance, reversal use, and recovery thresholds remain variable across perioperative settings. This systematic review evaluated evidence on quantitative neuromuscular monitoring in general anesthesia, focusing on recovery assessment, residual blockade detection, device agreement, reversal practice, and postoperative safety outcomes. Literature was searched in PubMed/MEDLINE, Scopus, Google Scholar, and Web of Science. After duplicate removal, screening, and eligibility assessment, 10 studies were included for qualitative synthesis. Data were extracted on study design, sample size, monitoring modality, recovery thresholds, respiratory events, and key findings. Risk of bias was assessed using the Cochrane Risk of Bias 2 tool (RoB 2) for randomized studies and the Risk of Bias in Non-randomized Studies of Interventions (ROBINS-I) for non-randomized studies. The included studies showed that train-of-four (TOF)-based assessment was central to identifying incomplete recovery, commonly using a TOF ratio of at least 0.90. Residual blockade was associated with oxygen requirement, hypoxemia, critical respiratory events, and pulmonary complications. Device comparisons showed that acceleromyography, electromyography, TOF-Cuff, TOF-Scan, and ultrasonography were not always interchangeable. Routine quantitative monitoring with correct interpretation may improve extubation safety and postoperative recovery.

Indexed as

acceleromyographyelectromyographygeneral anesthesianeuromuscular monitoringresidual blockade

Identifiers

PMID42877231
PMCPMC13662241

What OpenQuestion holds

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Registered trials

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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.