Evidence map›Paper›PMID 41204363›Full record

SynthesisJournal of orthopaedic surgery and research2025

A comparison on the clinical outcomes of using intraoperative load sensors versus manual balancing in total knee arthroplasty: a systematic review and meta-analysis.

Joshua Yeuk Shun Tran, Jenny Wing Lam Lee, Cham Kit Wong, Gloria Yan Ting Lam, Tsz Lung Choi, Wang Fung Rex Mak, Jonathan Patrick Ng, Ki Wai Kevin Ho, Patrick Shu Hang Yung, Michael Tim Yun Ong

Abstract readSystematic ReviewMeta-AnalysisComparative Study
In one paragraph

Synthesis in Journal of orthopaedic surgery and research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

10 authors.

Joshua Yeuk Shun TranChinese University of Hong Kong, Hong Kong SAR, China.
Jenny Wing Lam LeeChinese University of Hong Kong, Hong Kong SAR, China.
Cham Kit WongAlice Ho Miu Ling Nethersole Hospital, Hong Kong SAR, China.
Gloria Yan Ting LamAlice Ho Miu Ling Nethersole Hospital, Hong Kong SAR, China.
Tsz Lung ChoiAlice Ho Miu Ling Nethersole Hospital, Hong Kong SAR, China.
Wang Fung Rex MakPrince of Wales Hospital, Hong Kong SAR, China.
Jonathan Patrick NgPrince of Wales Hospital, Hong Kong SAR, China.
Ki Wai Kevin HoPrince of Wales Hospital, Hong Kong SAR, China.
Patrick Shu Hang YungChinese University of Hong Kong, Hong Kong SAR, China.
Michael Tim Yun OngChinese University of Hong Kong, Hong Kong SAR, China. michael.ong@cuhk.edu.hk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo compare clinical outcomes and complications between sensor-assisted and manual balancing techniques in total knee arthroplasty, focusing on randomized controlled trials (RCTs).

methodsA systematic search of the Cochrane Library, Medline, Embase, Scopus, and Web of Science databases was conducted through February 22, 2024. RCTs comparing sensor-guided and manual balancing methods in primary TKA were included. Outcomes assessed include patient reported outcome measures, range of motion, and total complications.

resultsData from four RCTs (667 knees: 334 sensor-guided, 333 manual) were extracted and analyzed using RevMan V.5.4 with random- and fixed-effects models. The meta-analysis revealed no significant improvement in functional scores for sensor-guided balancing compared to manual techniques (SMD 0.10; 95% CI - 0.15-0.34; I2 = 57%). No significant differences were observed in complication rates (OR 0.84; 95% CI 0.46-1.54; I2 = 0%) or postoperative range of motion (MD 1.20; 95% CI - 0.26-2.65; I2 = 0%).

conclusionSensor-guided balancing did not significantly enhance functional outcomes, reduce complication rates, or improve range of motion compared to manual techniques. While the clinical impact of intraoperative sensors remains limited, they hold promise as training tools to standardize soft tissue balancing. Further high-quality, long-term studies are required to explore their potential benefits and establish definitive guidelines for TKA procedures.

Indexed as

Arthroplasty, Replacement, KneeWeight-BearingHumansKnee JointPostoperative ComplicationsRandomized Controlled Trials as TopicRange of Motion, ArticularTreatment OutcomeIntraoperative load sensorsRandomized controlled trialsSensor-assisted balancingSoft tissue balanceTotal knee arthroplasty

Identifiers

PMID41204363
PMCPMC12595699

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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.