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A Novel Mixed-reality Simulator for Training Metacarpal Fracture Reduction and Kirschner Wire Fixation
Akhil Nair1, Rebecca Xu1,2, Mark Shafarenko2
1From the Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.
Plastic and Reconstructive Surgery. Global Open
|August 4, 2026
Summary
This study introduces a validated mixed reality simulator for training plastic surgery residents in metacarpal fracture reduction and fixation. The novel simulator accurately replicates anatomy and fracture reduction, proving effective for surgical skill development.
Area of Science:
- Orthopedic Surgery
- Medical Simulation
- 3D Printing Technology
Background:
- Metacarpal fracture reduction and Kirschner wire (K-wire) fixation are crucial hand surgery skills that present a steep learning curve for trainees.
- Extended reality (XR) surgical simulation has demonstrated efficacy in enhancing intraoperative performance across various surgical disciplines.
Purpose of the Study:
- To develop and validate a mixed reality-integrated hand model simulator for training plastic surgery residents in metacarpal fracture reduction and fixation.
Main Methods:
- A 3D-printed hand model was created using patient imaging data, incorporating wire channels and sensors for real-time tracking.
- Fracture bridges were integrated for reproducible fracture introduction, and the model was cast in silicone for realistic surface anatomy.
- A 3D-printed K-wire driver and tracking application were developed to monitor hand model, fracture, and driver positioning during simulated procedures.
Main Results:
- The 3D printing accuracy demonstrated a Hausdorff distance error below 0.13 mm, with a target registration error for fractures under 1 mm.
- The simulator achieved high median scores (5/5) for anatomical accuracy, clinical comparability, fracture reduction realism, and perceived training value.
- Percutaneous entry, K-wire placement, fluoroscopy, and training realism received median scores of 4/5, with unanimous recommendation by participants.
Conclusions:
- A validated mixed reality-integrated hand model simulator has been developed for plastic surgery resident training.
- The simulator effectively trains metacarpal fracture reduction and K-wire fixation, offering a realistic and valuable learning tool.

