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In-house 3D modeling associated with margin-negative resection in mandibular oral cavity malignancies.
Matthew D Marquardt1, Taylor Freeman2, Amanda Pancake3
1The Ohio State University College of Medicine, Columbus, OH, United States of America.
Oral Oncology
|August 8, 2025
Summary
Patient-specific 3D models improved surgical margin outcomes in T4 oral cavity squamous cell carcinoma resections. This 3D modeling approach led to higher rates of margin-negative ablation compared to traditional methods.
Area of Science:
- Oncology
- Surgical Oncology
- Biomedical Engineering
Background:
- T4 oral cavity squamous cell carcinoma (OCSCC) presents significant surgical challenges.
- Achieving negative surgical margins is critical for improving patient outcomes in OCSCC resection.
- Intraoperative navigation tools can potentially enhance surgical precision.
Purpose of the Study:
- To evaluate the association between intraoperative use of patient-specific 3D printed models and surgical margin outcomes.
- To compare margin-negative resection rates in T4 OCSCC patients undergoing segmental mandibulectomy with and without 3D models.
Main Methods:
- Retrospective cohort study of 68 T4 OCSCC patients undergoing segmental mandibulectomy.
- Patients were divided into an in-house 3D model group (n=37) and a control group (n=31).
- Demographic, operative, and postoperative outcomes were collected and statistically analyzed.
Main Results:
- The 3D model group showed a significantly higher margin-negative resection rate (91.9%) compared to the control group (74.2%) (p=0.048).
- No significant differences were observed in postoperative treatment, local recurrence, distant metastasis, or overall survival between the groups.
- Cohorts were comparable in demographics, tumor characteristics, and operative factors.
Conclusions:
- Intraoperative 3D models are associated with increased rates of margin-negative ablation in T4 OCSCC bony tumor resections.
- The use of 3D modeling may reduce the need for adjuvant therapies by improving negative margin status.
- Further investigation into the utility of 3D modeling for bony tumor ablation is warranted.

