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Updated: Jun 27, 2026

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Pioneering Patient-Specific Approaches for Precision Surgery Using Imaging and Virtual Reality
Published on: April 5, 2024
Precision at the Margin: Innovations and Challenges in Intraoperative Molecular Imaging for Thoracic Surgery
Emily P Rabinovich1, Linda W Martin1,2
1Department of Surgery, University of Virginia Health System, Charlottesville, VA 22908, USA.
Journal of Clinical Medicine
|June 26, 2026
Summary
Intraoperative molecular imaging (IMI) aids surgeons in locating small lung tumors during minimally invasive surgery. While promising, challenges like variable target expression and workflow integration hinder its widespread adoption in thoracic oncology.
Area of Science:
- Thoracic surgical oncology
- Medical imaging
- Surgical technology
Background:
- Lung nodule detection is challenging due to smaller sizes and increased use of minimally invasive surgery (MIS).
- Surgeons face difficulties in tumor localization, margin assessment, and nodal evaluation during pulmonary resections.
- Intraoperative molecular imaging (IMI) offers real-time visualization of malignant tissue to aid decision-making.
Purpose of the Study:
- To review the current state of intraoperative molecular imaging in thoracic surgical oncology.
- To highlight key translational studies, clinical applications, and limitations of IMI.
- To outline future directions for IMI implementation in pulmonary surgery.
Main Methods:
- Systemic administration of tumor-targeting near-infrared fluorophores.
- Integration with fluorescence-capable imaging platforms for real-time visualization.
- Review of early clinical experiences and translational studies in thoracic surgery.
Main Results:
- IMI shows utility in localizing small/nonpalpable pulmonary nodules and improving margin assessment in MIS.
- Limitations include variable target expression, optical depth issues, false positives in inflammatory tissue, and workflow integration challenges.
- Nodal evaluation and staging applications are still investigational.
Conclusions:
- IMI is a promising adjunct for pulmonary resection, but barriers to adoption must be addressed.
- Future research should focus on quantitative fluorescence, standardized reporting, and outcomes-driven trials.
- Evidence-based implementation requires evaluation of margin adequacy, recurrence, staging, and cost-effectiveness.

