Evidence map›Paper›PMID 42579176›Full record

SynthesisJournal of robotic surgery2026

Clinical application of robot-assisted fixation for calcaneal fractures: a meta-analysis with subgroup comparisons.

Zhen Yang, Yupei Dai, Ruoyan Wang, Ran Ji, Lijing Si, Jie Zhao, Yue Zhou, Kaiyong Wang, Yang Chen, Guohang Shen and 1 more

Abstract readMeta-AnalysisSystematic ReviewComparative Study
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In one paragraph

Synthesis in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Zhen Yang *Department of Orthopaedic Surgery, First affiliated Hospital of Tsinghua University, Beijing, 100016, China.
Yupei Dai *Department of Orthopaedic Surgery, First affiliated Hospital of Tsinghua University, Beijing, 100016, China.
Ruoyan WangNorth Sichuan Medical College, Nanchong, 637000, Sichuan, China.
Ran JiHeze University, Heze, 274000, Shandong, China.
Lijing SiNorth Sichuan Medical College, Nanchong, 637000, Sichuan, China.
Jie ZhaoNorth Sichuan Medical College, Nanchong, 637000, Sichuan, China.
Yue ZhouNorth Sichuan Medical College, Nanchong, 637000, Sichuan, China.
Kaiyong WangThe First Clinical Medical College, Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan, 750000, China.
Yang ChenThe First Clinical Medical College, Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan, 750000, China.
Guohang ShenThe First Clinical Medical College, Ningxia Medical University, Ningxia Hui Autonomous Region, Yinchuan, 750000, China. mailtosgh@163.com.
Daniel E PorterDepartment of Orthopaedic Surgery, First affiliated Hospital of Tsinghua University, Beijing, 100016, China. epoter0tsinghua@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robot-assisted percutaneous cannulated screw fixation is an emerging minimally invasive technique for calcaneal fractures; however, its comparative effectiveness remains uncertain. This systematic review and meta-analysis evaluated perioperative outcomes, radiographic restoration, functional recovery, and complications associated with robot-assisted fixation. PubMed, Embase, Cochrane Library, Web of Science, and CNKI were searched from inception to April 2026. Controlled studies comparing robot-assisted and conventional fixation were included. Two reviewers independently performed study selection, data extraction, and quality assessment. Meta-analyses and subgroup analyses according to robotic platforms (TiRobot, Holosight, and unspecified systems) were conducted using Review Manager 5.4. Fourteen studies involving 812 patients (401 robot-assisted and 411 conventional cases), including two randomized controlled trials and twelve non-randomized studies, were included. Compared with conventional fixation, robot-assisted procedures reduced intraoperative blood loss (MD = - 28.65), incision length (MD = - 5.70), hospital stay (MD = - 3.38), guidewire adjustments (MD = - 2.17), and fluoroscopy exposure (MD = - 4.81). Robot-assisted fixation improved calcaneal morphological restoration and Gissane angle, while Böhler angle improvement was mainly observed in the TiRobot subgroup. It also shortened fracture healing time (MD = - 1.21), reduced pain scores (MD = - 0.92), increased AOFAS scores (MD = 5.33), and decreased overall complications (OR = 0.18). Operative time was slightly prolonged, particularly in the TiRobot subgroup. Robot-assisted fixation may provide short-term benefits in perioperative recovery, anatomical restoration, functional outcomes, and complication reduction for calcaneal fractures. TiRobot has the largest evidence base and demonstrated relatively consistent favorable outcomes; however, its superiority over other robotic platforms remains unconfirmed due to limited comparative evidence. Current evidence is mainly derived from Chinese cohorts with limited follow-up, and long-term functional and economic outcomes remain insufficiently reported. Further international multicenter studies with longer follow-up are warranted.

Indexed as

CalcaneusFracture Fixation, InternalFractures, BoneRobotic Surgical ProceduresHumansLength of StayMinimally Invasive Surgical ProceduresTreatment OutcomeCalcaneal fractureCannulated screw fixationMeta-analysisMinimally invasive surgeryRobot-assisted surgery

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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.